WO2013170797A1 - Method and device for producing real-view map - Google Patents
Method and device for producing real-view map Download PDFInfo
- Publication number
- WO2013170797A1 WO2013170797A1 PCT/CN2013/077112 CN2013077112W WO2013170797A1 WO 2013170797 A1 WO2013170797 A1 WO 2013170797A1 CN 2013077112 W CN2013077112 W CN 2013077112W WO 2013170797 A1 WO2013170797 A1 WO 2013170797A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- real
- map
- target object
- video image
- panoramic video
- Prior art date
Links
- 238000000034 method Methods 0.000 title claims abstract description 29
- 238000012545 processing Methods 0.000 claims abstract description 34
- 230000002194 synthesizing effect Effects 0.000 claims abstract description 7
- 238000002372 labelling Methods 0.000 claims abstract description 6
- 238000004519 manufacturing process Methods 0.000 claims description 22
- 230000015572 biosynthetic process Effects 0.000 claims description 9
- 238000003786 synthesis reaction Methods 0.000 claims description 9
- 230000003993 interaction Effects 0.000 claims description 5
- 238000009877 rendering Methods 0.000 abstract 1
- 238000013507 mapping Methods 0.000 description 8
- 238000004891 communication Methods 0.000 description 6
- 230000001360 synchronised effect Effects 0.000 description 5
- 230000000694 effects Effects 0.000 description 4
- 238000009434 installation Methods 0.000 description 3
- 238000010219 correlation analysis Methods 0.000 description 2
- 238000011161 development Methods 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 238000003707 image sharpening Methods 0.000 description 2
- 230000006855 networking Effects 0.000 description 2
- 238000003909 pattern recognition Methods 0.000 description 2
- 238000012805 post-processing Methods 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 239000002131 composite material Substances 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 239000013589 supplement Substances 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
- G06T17/05—Geographic models
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/40—Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
- G06F16/44—Browsing; Visualisation therefor
- G06F16/444—Spatial browsing, e.g. 2D maps, 3D or virtual spaces
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
- G06T7/32—Determination of transform parameters for the alignment of images, i.e. image registration using correlation-based methods
-
- G—PHYSICS
- G09—EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
- G09B—EDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
- G09B29/00—Maps; Plans; Charts; Diagrams, e.g. route diagram
- G09B29/003—Maps
- G09B29/005—Map projections or methods associated specifically therewith
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2200/00—Indexing scheme for image data processing or generation, in general
- G06T2200/32—Indexing scheme for image data processing or generation, in general involving image mosaicing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10016—Video; Image sequence
Definitions
- the present invention relates to image processing and map making technology in the field of virtual reality, and in particular to a method and apparatus for making a real map. Background technique
- Maps are an indispensable tool for people's lives and work. With the development of transportation and the development of tourism industry, more and more people choose to use real-life maps in order to get a better map experience.
- the real map is a very interesting map roaming mode. People can roam the virtual city streets with a 360 degree view to see the street scene. Combining the superior location query capabilities of the electronic map with the virtual reality experience provided by the panorama will provide great convenience for people to live and travel.
- the current real-life map mainly relies on satellite maps, such as: google street map, or some professional website team to make, such as: city bar, etc.
- satellite maps such as: google street map, or some professional website team to make, such as: city bar, etc.
- maps need to pay or network services, and the maps are all pre-made. , can only display standard geographic information, users can not modify, label, etc., these problems are inconvenient for the user's use.
- an embodiment of the present invention provides a method and a device for manufacturing a real-life map, which breaks through a mode in which a real-life map needs to be produced by a professional team, and the user can only use the map for payment or networking.
- the technical solution adopted by the embodiment of the present invention is: a method for manufacturing a real-life map, including:
- synthesizing the plurality of video images to form a panoramic video image comprises: performing video synchronization on the plurality of video images;
- the plurality of video images after video synchronization are spliced in real time to generate a panoramic video image.
- the plurality of video images are video images after being subjected to anti-shake processing.
- the method further includes:
- labeling the target object, and obtaining the labeled target object includes:
- the target object is classified and labeled using different tags according to the attributes of the geographic information.
- re-mapping the labeled target object into the panoramic video image includes:
- the geographic information is mapped to the panoramic video image in real time in conjunction with the geographic information.
- performing a map drawing process on the panoramic video image according to the geographic information of the target object, and generating a real-life map includes:
- a mark corresponding to the target object and corresponding GPS latitude and longitude information are attached to corresponding positions in the panoramic video image to generate a live view map.
- the mark corresponding to the target object and the corresponding GPS latitude and longitude information are attached to corresponding positions in the panoramic video image, and generating the real map includes:
- An embodiment of the present invention further provides a device for creating a real map, including:
- a video acquisition module which acquires multiple video images collected
- a video synthesizing module configured to synthesize the plurality of video images to form a panoramic video image
- a target recognition module configured to identify a target object in the panoramic video image and geographic information of the target object, and perform annotation processing on the target object to obtain a labeled target object;
- a map drawing module configured to remap the labeled target object into the panoramic video image, and perform map drawing processing on the panoramic video image according to geographic information of the target object to generate a real-life map.
- the video synthesizing module is configured to perform video synchronization on the plurality of video images, and perform real-time splicing of the plurality of video images after video synchronization to generate a panoramic video.
- the apparatus further includes a video anti-shake module configured to perform anti-shake processing on the plurality of video images.
- the device further includes:
- a map storage module configured to save the real map
- a display module configured to display the real map. Further, the target recognition module is configured to classify the target object by using different tags according to attributes of the geographic information.
- mapping module is configured to match the target object with GPS latitude and longitude information, and attach a mark corresponding to the target object and corresponding GPS latitude and longitude information to a corresponding in the panoramic video image. Location, generate a real map.
- the apparatus further includes a human-computer interaction module configured to input user annotation information including traffic condition information.
- mapping module is further configured to add a tag corresponding to the target object, corresponding GPS latitude and longitude information, and the user annotation information to the user when the user inputs the user annotation information including the traffic condition information.
- a real-life map is generated to a corresponding position in the panoramic video image.
- the apparatus further includes a map sharing module configured to implement real-time map sharing between the vehicles.
- map sharing module includes:
- a determining unit configured to determine whether other vehicles have a real-life map
- a sending unit that sends a request for real-time map sharing under the condition that other vehicles have a real-life map
- the receiving unit receives the real-life map sent by other vehicles under the condition that the other vehicles agree to the live map sharing.
- the beneficial effects of the embodiments of the present invention are as follows:
- the embodiment of the present invention can enable the user to realize the real-time production of the real-life map, and break through the traditional real-life map that needs to be produced by a professional team, and the user can only pay or use the map in a network;
- the real scene map of the embodiment of the present invention can also avoid the dependence of the network download on the signal and the geographical environment;
- the settings of the display module and the map sharing module enable the user to record the current surrounding ring in real time.
- the real map of the environment is displayed to the user, and at the same time, different vehicles can be shared by wlan and other communication means;
- the created real-life map can be saved as a map database of the user through the map storage module for later use, and can also be shared with multiple vehicles through wlan or Bluetooth to realize the update and expansion of the map;
- the embodiment of the present invention is further provided with a human-machine interaction module, which can be set to supplement and update the real-life map, so that the user can obtain the latest information of the current route, thereby greatly improving the user experience.
- a human-machine interaction module which can be set to supplement and update the real-life map, so that the user can obtain the latest information of the current route, thereby greatly improving the user experience.
- FIG. 1 is a flowchart of a method for manufacturing a live view map according to an embodiment of the present invention
- FIG. 2 is a flowchart of a method for manufacturing a live view map according to an embodiment of the present invention
- FIG. 3 is a structural block diagram of a device for creating a live view map according to an embodiment of the present invention
- FIG. 4 is a structural block diagram of an apparatus for creating a live view map according to an embodiment of the present invention. detailed description
- the embodiment of the present invention provides a method for manufacturing a real-life map. As shown in FIG. 1 , the real-life map in the embodiment of the present invention is shown.
- the production method includes the following steps:
- Step 101 Acquire multiple video images collected
- the plurality of video images in the step may be separately collected by the plurality of cameras;
- Step 102 synthesize the plurality of video images to form a panoramic video image;
- Step 103 Identify a target object in the panoramic video image And the geographic information of the target object, and labeling the target object to obtain the labeled target object;
- Step 104 Remap the labeled target object into the panoramic video image.
- Step 105 Perform a map drawing process on the panoramic video image according to geographic information of the target object to generate a real-life map.
- a number of cameras, a number and a position of the camera are installed in front of the vehicle, left and right, to ensure that 360-degree video images around the vehicle can be collected.
- the installation position and number of specific cameras should be arranged according to the angle of view of the specific camera. For example: If a dedicated 120° wide-angle camera is used, at least one should be installed in front, left front and right front to ensure 360 around the vehicle. The scenery can be collected. If you install a camera with a small angle of view, you will need to install multiple cameras to ensure a panoramic view of the surrounding area.
- a time threshold can be set according to the frame rate of the video. For example, if the frame rate is 30 s, each video image within 33 ms is used as the synchronized frame.
- the specific threshold can be determined according to the frame rate selected by the user.
- video synthesis After synchronizing the video images of each channel, video synthesis can be performed.
- the basic principle of video synthesis is to perform matching and correlation analysis on each video image, and then perform real-time stitching to generate a panoramic video image, which is performed later. Target recognition and the basis for making real-life maps.
- the basic principle of video synthesis is specifically to analyze content in each video, extract similar parts, and perform synthetic stitching to form a continuous real-life map.
- This principle is the same as the principle that the panoramic camera function of a normal camera achieves 360-degree panoramic photography.
- the step of identifying the target object in the panoramic video image and the geographic information of the target object specifically, identifying the target object in the panoramic video image by using a professional target recognition algorithm, and extracting the Geographic information of the target object.
- the target recognition algorithm may be pattern recognition or text scanning, and may of course be other target recognition algorithms as long as the target object in the panoramic video image can be identified.
- the target objects are mainly streets, intersections, traffic lights, buildings, and the like in a panoramic video image.
- the step of performing the labeling process on the target object to obtain the labeled target object comprises: classifying the target object by using different tags according to the attribute of the geographic information.
- the mark may be a symbol mark or a text mark, and the target object may be marked with a voice mark for necessary information such as a red light. Of course, it can also be in other markup forms. No longer here - repeat.
- the step of re-mapping the labeled target object into the panoramic video image includes:
- the geographic information is mapped to the panoramic video image in real time in conjunction with the geographic information.
- the step of performing a map drawing process on the panoramic video image according to the geographic information of the target object, and generating the real map comprises:
- a mark corresponding to the target object and corresponding GPS latitude and longitude information are attached to corresponding positions in the panoramic video image to generate a live view map.
- the method for manufacturing a live view map of the embodiment of the present invention includes the following steps:
- Step 201 Acquire multiple video images collected.
- the plurality of video images in this step can be separately collected by a plurality of cameras.
- Step 202 Perform anti-shake processing on the video image output by each camera.
- Step 203 Perform synthesizing processing on the plurality of video images to form a panoramic video image.
- Step 205 Remap the labeled target object into the panoramic video image.
- Step 206 Perform a map drawing process on the panoramic video image according to geographic information of the target object to generate a real-life map.
- the follow-up also includes a correction step 207 to provide the user with a more fresh and accurate real-life map.
- Step 207 The user inputs the user annotation information under the condition that the user needs to modify on the real map.
- the user annotation information may include information such as damage to traffic lights, serious traffic jams, and the like.
- Step 208 Append a tag corresponding to the target object and corresponding GPS latitude and longitude information to a corresponding position in the panoramic video image to generate a real-life map.
- Step 208 specifically includes:
- the method for manufacturing the live view map of the embodiment of the present invention further includes the following steps:
- the drawn real map can be directly transmitted to the display device to provide the real-time map around the vehicle in real time for the user to have a fuller understanding of the surrounding geographic information and a more accurate judgment of the driving route.
- the drawn real map is stored, and the real map is used as the user's own map database for later use.
- the user can detect whether other vehicles have a real-map function through communication methods such as WLAN or Bluetooth, and send to other vehicles through communication methods such as WLAN or Bluetooth under the condition that other vehicles have a real-map function.
- the real map maps the request, and receives the real map sent by other vehicles under the condition that other vehicles allow the real map to be shared, realizes the real map sharing, and completes the update and expansion of the user's map database.
- an embodiment of the present invention further provides a device for creating a real-life map, including: a video capture module, which acquires multiple video images collected;
- the video capture module can be multiple cameras
- a video synthesizing module configured to synthesize the plurality of video images to form a panoramic video image
- a target recognition module configured to identify a target object and a location in the panoramic video image Describe the geographic information of the target object, and perform annotation processing on the target object to obtain the labeled target object;
- a map drawing module configured to remap the labeled target object into the panoramic video image, and perform map drawing processing on the panoramic video image according to geographic information of the target object to generate a real-life map.
- the video capture module is mainly configured to acquire a plurality of video images collected by a plurality of cameras installed in the front, left, and right sides of the vehicle, and the number and position of the camera installations are ensured that the video capture module can acquire 360 degrees around the vehicle. Video image.
- the installation position and number of specific cameras should be arranged according to the angle of view of the specific camera. For example: If a dedicated 120° wide-angle camera is used, at least one should be installed in front, left front and right front to ensure 360 around the vehicle. The scenery can be collected. If you install a camera with a small angle of view, you will need to install multiple cameras to ensure a panoramic view of the surrounding area.
- the apparatus for creating a live view of the embodiment of the present invention further includes a video anti-shake module configured to perform anti-shake processing on the plurality of video images to avoid image blur.
- the video anti-shake module is configured to perform anti-shake processing on the video image output by each camera, that is, perform motion estimation and special processing on the video image (special processing refers to image post-processing algorithms such as anti-shake processing and image sharpening, Make the image clearer), eliminate video blur and picture jitter caused by body vibration or movement, thus ensuring clear and stable view of each camera Frequency image.
- the plurality of video images need to be combined to form a panoramic video image, and the video synthesis module is specifically configured to The plurality of video images are video-synchronized, and the plurality of video images that are synchronized by the video are spliced in real time to generate a panoramic video.
- the video after anti-shake processing of each camera is not strictly synchronized in time. Video synchronization must be performed.
- a time threshold can be set according to the frame rate of the video. For example, the frame rate is 30 s, then 33 ms. Each video image within the frame is used as a synchronized frame.
- the specific threshold can be determined based on the frame rate selected by the user.
- video synthesis After synchronizing the video images of each channel, video synthesis can be performed.
- the basic principle of video synthesis is to perform matching and correlation analysis on each video image, and then perform real-time stitching to generate a panoramic video image, which is performed later. Target recognition and the basis for making real-life maps.
- the basic principle of video synthesis is specifically to analyze content in each video, extract similar parts, and perform synthetic stitching to form a continuous real-life map.
- This principle is the same as the principle that the panoramic camera function of a normal camera achieves 360-degree panoramic photography.
- the target recognition module is specifically configured to identify a target object in the panoramic video image by a professional target recognition algorithm, and extract geographic information of the target object.
- the target recognition algorithm may be pattern recognition or text scanning, and may of course be other target recognition algorithms as long as the target object in the panoramic video image can be identified.
- the target objects are mainly streets, intersections, traffic lights, buildings, and the like in a panoramic video image.
- the target recognition module is specifically configured to classify the target object by using different tags according to attributes of the geographic information.
- the mark may be a symbol mark or a text mark, and the target object may be marked with a voice mark for necessary information such as a red light. Of course, it can also be other markup forms, which are not repeated here.
- the mapping module is specifically configured to match the target object with GPS latitude and longitude information, and attach a mark corresponding to the target object and corresponding GPS latitude and longitude information to a corresponding position in the panoramic video image to generate Real map.
- the device for creating a live view of the embodiment of the present invention further includes a human-computer interaction module, which is configured to input user annotation information including the information of the communication path.
- the user annotation information may include information such as damage to traffic lights, serious traffic jams, and the like.
- the mapping module is further configured to: add a tag corresponding to the target object, corresponding GPS latitude and longitude information, and the user annotation information to the user inputting the user annotation information including the traffic condition information to A corresponding position in the panoramic video image generates a real map.
- the apparatus for making a real map in the embodiment of the present invention further includes a map storage module and a display module, wherein the map storage module is set as a storage location.
- the live view map; the display module is configured to display the real map.
- the drawn real map can be directly transmitted to the display module to provide real-time maps around the vehicle for the user to have a fuller understanding of the surrounding geographic information and a more accurate judgment of the driving route.
- the drawn real map is sent to the map storage module for storage, and the real map is used as the user's own map database for later use.
- the device for creating a live view map of the embodiment of the present invention further includes a map sharing module, which is configured to realize real-time map sharing between vehicles.
- the map sharing module includes:
- a determining unit configured to determine whether other vehicles have a real-life map
- a sending unit that sends a request for real-time map sharing under the condition that other vehicles have a real-life map
- the receiving unit receives the real-life map sent by other vehicles under the condition that the other vehicles agree to the live map sharing.
- the judging unit can detect whether other vehicles have a real map function by using a communication method such as WLAN or Bluetooth.
- the transmitting unit transmits a request for real-time map sharing to other vehicles through a communication method such as WLAN or Bluetooth under the condition that other vehicles have a real-map function.
- the receiving unit receives the real-life map sent by other vehicles under the condition that other vehicles allow real-time map sharing, realizes real-life map sharing, and completes updating and expanding the user's map database.
- the display module and the human-machine interaction module are integrated into an integrated structure.
- the user can browse the real-life map through the display screen on the vehicle, and perform an operation of inputting the user's annotation information.
- the video capture module, the video anti-shake module, the video synthesis module, the target recognition module, the map drawing module, the map storage module, and the map sharing module are integrated in Inside the central processing unit.
- the embodiment of the present invention collects and synthesizes a panoramic video image in real time, identifies the target object, performs labeling processing on the target object, and then remaps the image to the panoramic video image according to the target object.
- the information is obtained by performing a map drawing process on the panoramic video image to generate a real-life map.
Abstract
The present invention relates to a method and device for producing a real-view map, comprising: acquiring multiple acquired video images; synthesizing and processing the multiple video images into a panoramic video image; identifying a target object in the panoramic video image and the geographic information of the target object, and labeling the target object to obtain a labeled target object; re-projecting the labeled target object into the panoramic video image; performing map rendering processing on the panoramic video image and generating a real-view map according to the geographic information of the target object. The present invention enables a user to produce a real-view map at real time, and breaks the model in which traditional real-view maps can only be produced by professional teams and users can only use the maps by paying or being connected on-line. The real-view maps produced by the present invention are free for use, and eliminate the reliance to signals and geographic environment during on-line downloading.
Description
一种实景地图的制作方法和装置 技术领域 Method and device for making real map
本发明涉及图像处理及虚拟现实领域的地图制作技术, 尤其涉及一种 实景地图的制作方法和装置。 背景技术 The present invention relates to image processing and map making technology in the field of virtual reality, and in particular to a method and apparatus for making a real map. Background technique
地图是人们生活工作中必不可少的生活工具, 随着交通的发达和旅游 业的发展, 为了获得更好的地图体验, 越来越多的人选择使用实景地图。 实景地图是一种很有趣的地图漫游模式, 人们可以用 360度视角漫游在虚 拟的城市街道上, 观赏街头景象。 把电子地图所拥有的优越位置查询能力 和全景所提供的虚拟现实体验结合起来, 将会给人们平常的生活、 出行等 提供非常大的便利。 Maps are an indispensable tool for people's lives and work. With the development of transportation and the development of tourism industry, more and more people choose to use real-life maps in order to get a better map experience. The real map is a very interesting map roaming mode. People can roam the virtual city streets with a 360 degree view to see the street scene. Combining the superior location query capabilities of the electronic map with the virtual reality experience provided by the panorama will provide great convenience for people to live and travel.
目前的实景地图主要是依靠卫星地图, 如: google街景地图, 或者一 些专业的网站团队来进行制作, 如: 城市吧等, 一般这种地图都需要付费 或者联网服务, 而地图都是前期制作好, 只能显示标准的地理信息, 用户 不能对其进行修改、 标注等操作, 这些问题都对用户的使用造成了不便。 发明内容 The current real-life map mainly relies on satellite maps, such as: google street map, or some professional website team to make, such as: city bar, etc. Generally, such maps need to pay or network services, and the maps are all pre-made. , can only display standard geographic information, users can not modify, label, etc., these problems are inconvenient for the user's use. Summary of the invention
为了解决上述技术问题, 本发明实施例提供一种实景地图的制作方法 和装置, 突破了以往实景地图需要依靠专业团队制作, 用户只能付费或联 网使用其地图的模式。 In order to solve the above technical problem, an embodiment of the present invention provides a method and a device for manufacturing a real-life map, which breaks through a mode in which a real-life map needs to be produced by a professional team, and the user can only use the map for payment or networking.
为了达到上述目的, 本发明实施例采用的技术方案是: 一种实景地图 的制作方法, 包括: In order to achieve the above object, the technical solution adopted by the embodiment of the present invention is: a method for manufacturing a real-life map, including:
获取采集的多个视频图像;
将所述多个视频图像进行合成处理形成全景视频图像; Acquiring multiple video images collected; Performing a composite processing on the plurality of video images to form a panoramic video image;
识别出所述全景视频图像中的目标对象以及所述目标对象的地理信 息, 并对所述目标对象进行标注处理, 得到标注后的目标对象; Identifying the target object in the panoramic video image and the geographic information of the target object, and performing annotation processing on the target object to obtain the labeled target object;
将所述标注后的目标对象重新映射到所述全景视频图像中; Re-mapping the annotated target object into the panoramic video image;
根据所述目标对象的地理信息, 对所述全景视频图像进行地图绘制处 理, 生成实景地图。 And mapping the panoramic video image according to geographic information of the target object to generate a real map.
进一步的, 将所述多个视频图像进行合成处理形成全景视频图像包括: 将所述多个视频图像进行视频同步; Further, synthesizing the plurality of video images to form a panoramic video image comprises: performing video synchronization on the plurality of video images;
将进行视频同步后的所述多个视频图像进行实时拼接, 生成全景视频 图像。 The plurality of video images after video synchronization are spliced in real time to generate a panoramic video image.
进一步的, further,
所述多个视频图像是经过防抖处理后的视频图像。 The plurality of video images are video images after being subjected to anti-shake processing.
进一步的, 该方法还包括: Further, the method further includes:
保存并显示所述实景地图。 Save and display the live map.
进一步的, 对所述目标对象进行标注处理, 得到标注后的目标对象包 括: Further, labeling the target object, and obtaining the labeled target object includes:
根据所述地理信息的属性使用不同的标记对所述目标对象进行分类标 注。 The target object is classified and labeled using different tags according to the attributes of the geographic information.
进一步的, 将所述标注后的目标对象重新映射到所述全景视频图像中 包括: Further, re-mapping the labeled target object into the panoramic video image includes:
以所述全景视频图像为基础, 结合所述地理信息, 将所述地理信息实 时映射到所述全景视频图像上。 Based on the panoramic video image, the geographic information is mapped to the panoramic video image in real time in conjunction with the geographic information.
进一步的, 根据所述目标对象的地理信息, 对所述全景视频图像进行 地图绘制处理, 生成实景地图包括: Further, performing a map drawing process on the panoramic video image according to the geographic information of the target object, and generating a real-life map includes:
将所述目标对象与 GPS经纬度信息进行匹配;
将与所述目标对象相对应的标记和相应的 GPS经纬度信息附加到所述 全景视频图像中的对应位置, 生成实景地图。 Matching the target object with GPS latitude and longitude information; A mark corresponding to the target object and corresponding GPS latitude and longitude information are attached to corresponding positions in the panoramic video image to generate a live view map.
进一步的, 将与所述目标对象相对应的标记和相应的 GPS经纬度信息 附加到所述全景视频图像中的对应位置, 生成实景地图包括: Further, the mark corresponding to the target object and the corresponding GPS latitude and longitude information are attached to corresponding positions in the panoramic video image, and generating the real map includes:
在用户输入包括交通路况信息的用户标注信息的条件下, 将与所述目 标对象相对应的标记、 相应的 GPS经纬度信息和所述用户标注信息附加到 所述全景视频图像中的对应位置, 生成实景地图。 And uploading a mark corresponding to the target object, corresponding GPS latitude and longitude information, and the user annotation information to a corresponding position in the panoramic video image, under the condition that the user inputs the user annotation information including the traffic condition information, and generates Real map.
本发明实施例还提供一种实景地图的制作装置, 包括: An embodiment of the present invention further provides a device for creating a real map, including:
视频采集模块, 获取采集的多个视频图像; a video acquisition module, which acquires multiple video images collected;
视频合成模块, 设置为将所述多个视频图像进行合成处理形成全景视 频图像; a video synthesizing module, configured to synthesize the plurality of video images to form a panoramic video image;
目标识别模块, 设置为识别出所述全景视频图像中的目标对象以及所 述目标对象的地理信息, 并对所述目标对象进行标注处理, 得到标注后的 目标对象; a target recognition module, configured to identify a target object in the panoramic video image and geographic information of the target object, and perform annotation processing on the target object to obtain a labeled target object;
地图绘制模块, 设置为将所述标注后的目标对象重新映射到所述全景 视频图像中, 并根据所述目标对象的地理信息, 对所述全景视频图像进行 地图绘制处理, 生成实景地图。 And a map drawing module, configured to remap the labeled target object into the panoramic video image, and perform map drawing processing on the panoramic video image according to geographic information of the target object to generate a real-life map.
进一步的, 所述视频合成模块, 设置为将所述多个视频图像进行视频 同步, 并将进行视频同步后的所述多个视频图像进行实时拼接, 生成全景 视频。 Further, the video synthesizing module is configured to perform video synchronization on the plurality of video images, and perform real-time splicing of the plurality of video images after video synchronization to generate a panoramic video.
进一步的, 该装置还包括视频防抖模块, 设置为对所述多个视频图像 进行防抖处理。 Further, the apparatus further includes a video anti-shake module configured to perform anti-shake processing on the plurality of video images.
进一步的, 该装置还包括: Further, the device further includes:
地图存储模块, 设置为保存所述实景地图; a map storage module, configured to save the real map;
显示模块, 设置为显示所述实景地图。
进一步的, 所述目标识别模块, 设置为根据所述地理信息的属性使用 不同的标记对所述目标对象进行分类标注。 A display module, configured to display the real map. Further, the target recognition module is configured to classify the target object by using different tags according to attributes of the geographic information.
进一步的, 所述地图绘制模块, 设置为将所述目标对象与 GPS经纬度 信息进行匹配, 以及将与所述目标对象相对应的标记和相应的 GPS经纬度 信息附加到所述全景视频图像中的对应位置, 生成实景地图。 Further, the mapping module is configured to match the target object with GPS latitude and longitude information, and attach a mark corresponding to the target object and corresponding GPS latitude and longitude information to a corresponding in the panoramic video image. Location, generate a real map.
进一步的, 该装置还包括人机交互模块, 设置为用户输入包括交通路 况信息的用户标注信息。 Further, the apparatus further includes a human-computer interaction module configured to input user annotation information including traffic condition information.
进一步的, 所述地图绘制模块, 还设置为在用户输入包括交通路况信 息的用户标注信息的条件下,将与所述目标对象相对应的标记、相应的 GPS 经纬度信息和所述用户标注信息附加到所述全景视频图像中的对应位置, 生成实景地图。 Further, the mapping module is further configured to add a tag corresponding to the target object, corresponding GPS latitude and longitude information, and the user annotation information to the user when the user inputs the user annotation information including the traffic condition information. A real-life map is generated to a corresponding position in the panoramic video image.
进一步的, 该装置还包括地图共享模块, 设置为实现车辆之间实景地 图共享。 Further, the apparatus further includes a map sharing module configured to implement real-time map sharing between the vehicles.
进一步的, 所述地图共享模块包括: Further, the map sharing module includes:
判断单元, 设置为判断其他车辆是否具有实景地图; a determining unit, configured to determine whether other vehicles have a real-life map;
发送单元, 在其他车辆具有实景地图的条件下, 发送实景地图共享的 请求; a sending unit that sends a request for real-time map sharing under the condition that other vehicles have a real-life map;
接收单元, 在其他车辆同意实景地图共享的条件下, 接收其他车辆发 送的实景地图。 The receiving unit receives the real-life map sent by other vehicles under the condition that the other vehicles agree to the live map sharing.
本发明实施例的有益效果是: 本发明实施例可以使用户实现实景地图 的实时制作, 突破了传统实景地图需要依靠专业团队制作, 用户只能付费 或联网使用其地图的模式; The beneficial effects of the embodiments of the present invention are as follows: The embodiment of the present invention can enable the user to realize the real-time production of the real-life map, and break through the traditional real-life map that needs to be produced by a professional team, and the user can only pay or use the map in a network;
本发明实施例制作实景地图除了可以免费使用外, 还能避免联网下载 对信号和地理环境的依赖; In addition to being free to use, the real scene map of the embodiment of the present invention can also avoid the dependence of the network download on the signal and the geographical environment;
显示模块和地图共享模块的设置使用户可以实时 DIY录制当前周围环
境的实景地图, 显示给用户, 同时可以通过 wlan等通讯方式实现不同车辆 进行地图共享; The settings of the display module and the map sharing module enable the user to record the current surrounding ring in real time. The real map of the environment is displayed to the user, and at the same time, different vehicles can be shared by wlan and other communication means;
制作的实景地图通过地图存储模块保存可以作为用户的地图数据库, 供以后使用, 也可以通过 wlan或蓝牙等方式实现与多个车辆之间的共享, 以实现地图的更新和扩充; The created real-life map can be saved as a map database of the user through the map storage module for later use, and can also be shared with multiple vehicles through wlan or Bluetooth to realize the update and expansion of the map;
另外, 本发明实施例还配有人机交互模块, 可以设置为对实景地图的 修改补充和更新, 可以使用户得到当前路线的最新信息, 大大提升了用户 体验。 附图说明 In addition, the embodiment of the present invention is further provided with a human-machine interaction module, which can be set to supplement and update the real-life map, so that the user can obtain the latest information of the current route, thereby greatly improving the user experience. DRAWINGS
图 1为本发明实施例实景地图的制作方法的流程图; 1 is a flowchart of a method for manufacturing a live view map according to an embodiment of the present invention;
图 2为本发明实施例实景地图的制作方法的流程图; 2 is a flowchart of a method for manufacturing a live view map according to an embodiment of the present invention;
图 3为本发明实施例实景地图的制作装置的结构框图; 3 is a structural block diagram of a device for creating a live view map according to an embodiment of the present invention;
图 4为本发明实施例实景地图的制作装置的结构框图。 具体实施方式 4 is a structural block diagram of an apparatus for creating a live view map according to an embodiment of the present invention. detailed description
以下结合附图对本发明的结构和原理进行详细说明, 所举实施例仅用 于解释本发明, 并非以此限制本发明的保护范围。 The structure and principle of the present invention are described in detail below with reference to the accompanying drawings, which are intended to illustrate the invention.
为了突破传统实景地图需要依靠专业团队制作, 用户只能付费或联网 使用其地图的模式, 本发明实施例提供一种实景地图的制作方法, 如图 1 所示, 本发明实施例中的实景地图的制作方法包括以下步骤: In order to break through the traditional real-life map, it is necessary to rely on a professional team to make a model for the user to pay for or use the map. The embodiment of the present invention provides a method for manufacturing a real-life map. As shown in FIG. 1 , the real-life map in the embodiment of the present invention is shown. The production method includes the following steps:
步骤 101、 获取采集的多个视频图像; Step 101: Acquire multiple video images collected;
这里, 本步骤中的多个视频图像可以由多个摄像头分别采集; 步骤 102、 将所述多个视频图像进行合成处理形成全景视频图像; 步骤 103、识别出所述全景视频图像中的目标对象以及所述目标对象的 地理信息, 并对所述目标对象进行标注处理, 得到标注后的目标对象;
步骤 104、 将所述标注后的目标对象重新映射到所述全景视频图像中; 步骤 105、根据所述目标对象的地理信息,对所述全景视频图像进行地 图绘制处理, 生成实景地图。 Here, the plurality of video images in the step may be separately collected by the plurality of cameras; Step 102: synthesize the plurality of video images to form a panoramic video image; Step 103: Identify a target object in the panoramic video image And the geographic information of the target object, and labeling the target object to obtain the labeled target object; Step 104: Remap the labeled target object into the panoramic video image. Step 105: Perform a map drawing process on the panoramic video image according to geographic information of the target object to generate a real-life map.
本发明实施例中, 车辆前方, 左方, 右方各安装不同数量的摄像头, 摄像头安装的数量和位置, 以保证能够采集到车辆周围 360度的视频图像。 In the embodiment of the present invention, a number of cameras, a number and a position of the camera are installed in front of the vehicle, left and right, to ensure that 360-degree video images around the vehicle can be collected.
具体摄像头的安装位置和数量, 要根据具体摄像头的视角, 来进行安 排, 比如: 如果采用专用的 120° 广角摄像头, 最少要在前方、 左前方和右 前方各安装一个, 保证车辆周围 360。 的景色都可以被采集到。 如果安装 的摄像头视角比较小, 则需要安装多个摄像头, 从而保证能得到周围的全 景视野。 The installation position and number of specific cameras should be arranged according to the angle of view of the specific camera. For example: If a dedicated 120° wide-angle camera is used, at least one should be installed in front, left front and right front to ensure 360 around the vehicle. The scenery can be collected. If you install a camera with a small angle of view, you will need to install multiple cameras to ensure a panoramic view of the surrounding area.
需要制作实景地图时, 启动车辆周围的摄像头, 其中包括车身前方、 左方和右方的摄像头, 调整各个摄像头处于正常的工作状态, 也就是摄像 头能够正常采集当前的图像数据。 When you need to create a real-life map, start the camera around the vehicle, including the camera in front of the car, left and right, and adjust the camera to work normally, that is, the camera can normally capture the current image data.
由于摄像头是安装到车辆上, 发动机产生的震动会引起摄像头的高频 震动, 并且车辆在运动过程中, 由于道路原因会产生剧烈的低频震动, 这 些震动都会对摄像头采集的视频造成影响, 产生视频模糊和画面抖动等。 所以要对每个摄像头输出的视频图像进行防抖处理, 即对视频图像进行运 动估计和特殊处理(特殊处理指: 防抖处理和图像锐化等图像后处理算法, 使图像更加清晰), 消除因为车身震动或移动造成的视频模糊和画面抖动, 从而保证获取每个摄像头采集的清晰稳定的视频图像。 Since the camera is mounted on the vehicle, the vibration generated by the engine will cause high-frequency vibration of the camera, and during the movement of the vehicle, severe low-frequency vibration will occur due to the road. These vibrations will affect the video captured by the camera and generate video. Blur and picture jitter, etc. Therefore, it is necessary to perform anti-shake processing on the video image output by each camera, that is, motion estimation and special processing on the video image (special processing refers to image post-processing algorithms such as anti-shake processing and image sharpening to make the image clearer), eliminating Video blur and picture jitter caused by body vibration or movement, thus ensuring a clear and stable video image acquired by each camera.
为了让用户看到连续的三维全景的视频效果, 不会存在明显的折缝和 拼接不连续效应需要将所述多个视频图像进行合成处理形成全景视频图 像, 具体包括以下步骤: In order to allow the user to see the video effect of the continuous three-dimensional panorama, there is no obvious crease and splicing discontinuity effect. The multiple video images need to be combined to form a panoramic video image, which specifically includes the following steps:
( 1 )将所述多个视频图像进行视频同步; (1) performing video synchronization on the plurality of video images;
各个摄像头防抖处理后的视频, 在时间上并不是严格同步的, 必须要
进行视频同步, 视频同步时, 可以根据视频的帧率设定一个时间阈值, 比 如: 帧率为 30 s, 则 33ms内的各路视频图像都作为同步的帧。 具体的阈 值可才艮据用户选用的帧率来定。 The video after anti-shake processing of each camera is not strictly synchronized in time, it must be For video synchronization and video synchronization, a time threshold can be set according to the frame rate of the video. For example, if the frame rate is 30 s, each video image within 33 ms is used as the synchronized frame. The specific threshold can be determined according to the frame rate selected by the user.
( 2 )将进行视频同步后的所述多个视频图像进行实时拼接, 生成全景 视频图像。 (2) real-time splicing the plurality of video images after video synchronization to generate a panoramic video image.
同步后的各路视频图像, 就可以进行视频合成, 视频合成的基本原理 就是对各路视频图像进行匹配和相关性分析, 之后进行实时拼接, 生成全 景视频图像, 该全景视频图像视频就是后期进行目标识别和制作实景地图 的基础。 After synchronizing the video images of each channel, video synthesis can be performed. The basic principle of video synthesis is to perform matching and correlation analysis on each video image, and then perform real-time stitching to generate a panoramic video image, which is performed later. Target recognition and the basis for making real-life maps.
本发明实施例中, 视频合成的基本原理具体为对各路视频中进行内容 分析, 抽取出内容相似的部分, 进行合成拼接, 从而形成一副连续的实景 地图。 此原理与普通相机的全景拍照功能实现 360度的全景拍照的实现原 理相同。 In the embodiment of the present invention, the basic principle of video synthesis is specifically to analyze content in each video, extract similar parts, and perform synthetic stitching to form a continuous real-life map. This principle is the same as the principle that the panoramic camera function of a normal camera achieves 360-degree panoramic photography.
本发明实施例中, 识别出所述全景视频图像中的目标对象以及所述目 标对象的地理信息步骤中, 具体为通过专业目标识别算法对全景视频图像 中的目标对象进行识别, 并提取所述目标对象的地理信息。 In the embodiment of the present invention, in the step of identifying the target object in the panoramic video image and the geographic information of the target object, specifically, identifying the target object in the panoramic video image by using a professional target recognition algorithm, and extracting the Geographic information of the target object.
所述目标识别算法可以为模式识别或文本扫描, 当然也可以为其他目 标识别算法, 只要可以识别全景视频图像中的目标对象即可。 The target recognition algorithm may be pattern recognition or text scanning, and may of course be other target recognition algorithms as long as the target object in the panoramic video image can be identified.
所述目标对象主要为全景视频图像中的街道、 路口、 红绿灯、 建筑物 等。 The target objects are mainly streets, intersections, traffic lights, buildings, and the like in a panoramic video image.
本发明实施例中, 对所述目标对象进行标注处理, 得到标注后的目标 对象的步骤具体包括: 根据所述地理信息的属性使用不同的标记对所述目 标对象进行分类标注。 In the embodiment of the present invention, the step of performing the labeling process on the target object to obtain the labeled target object comprises: classifying the target object by using different tags according to the attribute of the geographic information.
所述标记可以为符号标记, 也可以为文字标记, 对于如红灯等必要信 息也可以将目标对象使用语音标记进行标注。 当然也可以为其他标记形式,
在此不再——赘述。 The mark may be a symbol mark or a text mark, and the target object may be marked with a voice mark for necessary information such as a red light. Of course, it can also be in other markup forms. No longer here - repeat.
本发明实施例中, 将所述标注后的目标对象重新映射到所述全景视频 图像中的步骤包括: In the embodiment of the present invention, the step of re-mapping the labeled target object into the panoramic video image includes:
以所述全景视频图像为基础, 结合所述地理信息, 将所述地理信息实 时映射到所述全景视频图像上。 Based on the panoramic video image, the geographic information is mapped to the panoramic video image in real time in conjunction with the geographic information.
本发明实施例中, 根据所述目标对象的地理信息, 对所述全景视频图 像进行地图绘制处理, 生成实景地图的步骤包括: In the embodiment of the present invention, the step of performing a map drawing process on the panoramic video image according to the geographic information of the target object, and generating the real map comprises:
将所述目标对象与 GPS经纬度信息进行匹配; Matching the target object with GPS latitude and longitude information;
将与所述目标对象相对应的标记和相应的 GPS经纬度信息附加到所述 全景视频图像中的对应位置, 生成实景地图。 A mark corresponding to the target object and corresponding GPS latitude and longitude information are attached to corresponding positions in the panoramic video image to generate a live view map.
如图 2所示, 为了用户可以体验到更加新鲜准确的实景地图, 本发明 实施例实景地图的制作方法包括以下步骤: As shown in FIG. 2, in order to experience a more fresh and accurate real-life map, the method for manufacturing a live view map of the embodiment of the present invention includes the following steps:
步骤 201、 获取采集的多个视频图像。 Step 201: Acquire multiple video images collected.
这里, 本步骤中的多个视频图像可以由多个摄像头分别采集。 Here, the plurality of video images in this step can be separately collected by a plurality of cameras.
步骤 202、 对每个摄像头输出的视频图像进行防抖处理。 Step 202: Perform anti-shake processing on the video image output by each camera.
步骤 203、 将所述多个视频图像进行合成处理形成全景视频图像。 步骤 204、识别出所述全景视频图像中的目标对象以及所述目标对象的 地理信息, 并对所述目标对象进行标注处理, 得到标注后的目标对象。 Step 203: Perform synthesizing processing on the plurality of video images to form a panoramic video image. Step 204: Identify a target object in the panoramic video image and geographic information of the target object, and perform annotation processing on the target object to obtain the labeled target object.
步骤 205、 将所述标注后的目标对象重新映射到所述全景视频图像中。 步骤 206、根据所述目标对象的地理信息,对所述全景视频图像进行地 图绘制处理, 生成实景地图。 Step 205: Remap the labeled target object into the panoramic video image. Step 206: Perform a map drawing process on the panoramic video image according to geographic information of the target object to generate a real-life map.
后续还包括修正步骤 207, 从而为用户提供更加新鲜准确的实景地图。 步骤 207、在用户需要在实景地图上进行修改的条件下, 用户输入用户 标注信息。 The follow-up also includes a correction step 207 to provide the user with a more fresh and accurate real-life map. Step 207: The user inputs the user annotation information under the condition that the user needs to modify on the real map.
所述用户标注信息可以包括红绿灯损坏、 堵车严重等信息。
步骤 208、 将与所述目标对象相对应的标记和相应的 GPS经纬度信息 附加到所述全景视频图像中的对应位置, 生成实景地图。 The user annotation information may include information such as damage to traffic lights, serious traffic jams, and the like. Step 208: Append a tag corresponding to the target object and corresponding GPS latitude and longitude information to a corresponding position in the panoramic video image to generate a real-life map.
步骤 208具体包括: Step 208 specifically includes:
在用户输入包括交通路况信息的用户标注信息的条件下, 将与所述目 标对象相对应的标记、 相应的 GPS经纬度信息和所述用户标注信息附加到 所述全景视频图像中的对应位置, 生成实景地图。 And uploading a mark corresponding to the target object, corresponding GPS latitude and longitude information, and the user annotation information to a corresponding position in the panoramic video image, under the condition that the user inputs the user annotation information including the traffic condition information, and generates Real map.
为了让用户对周围的地理信息有更充分的了解, 对行车路线有更准确 的判断, 本发明实施例实景地图的制作方法还包括以下步骤: In order to allow the user to have a more complete understanding of the surrounding geographic information, and to have a more accurate judgment on the driving route, the method for manufacturing the live view map of the embodiment of the present invention further includes the following steps:
保存并显示所述实景地图。 Save and display the live map.
绘制好的实景地图, 可以直接传送到显示设备, 为用户实时提供车辆 周围的实景地图, 让用户对周围的地理信息有更充分的了解, 对行车路线 有更准确的判断。 The drawn real map can be directly transmitted to the display device to provide the real-time map around the vehicle in real time for the user to have a fuller understanding of the surrounding geographic information and a more accurate judgment of the driving route.
将绘制好的实景地图进行存储, 将该实景地图作为用户自己的地图数 据库, 供以后使用。 The drawn real map is stored, and the real map is used as the user's own map database for later use.
为了实现用户地图数据库的更新和扩展, 用户可以通过 WLAN或蓝牙 等通讯方式检测其他车辆是否具有实景地图功能, 在其他车辆具有实景地 图功能的条件下, 通过 WLAN或蓝牙等通讯方式向其他车辆发送实景地图 共享的请求, 并在其他车辆允许实景地图共享的条件下, 接收其他车辆发 送的实景地图, 实现实景地图共享, 完成用户的地图数据库的更新和扩展。 In order to realize the update and expansion of the user map database, the user can detect whether other vehicles have a real-map function through communication methods such as WLAN or Bluetooth, and send to other vehicles through communication methods such as WLAN or Bluetooth under the condition that other vehicles have a real-map function. The real map maps the request, and receives the real map sent by other vehicles under the condition that other vehicles allow the real map to be shared, realizes the real map sharing, and completes the update and expansion of the user's map database.
如图 3所示, 本发明实施例还提供一种实景地图的制作装置, 包括: 视频采集模块, 获取采集的多个视频图像; As shown in FIG. 3, an embodiment of the present invention further provides a device for creating a real-life map, including: a video capture module, which acquires multiple video images collected;
这里, 视频采集模块可以为多个摄像头; Here, the video capture module can be multiple cameras;
视频合成模块, 设置为将所述多个视频图像进行合成处理形成全景视 频图像; a video synthesizing module, configured to synthesize the plurality of video images to form a panoramic video image;
目标识别模块, 设置为识别出所述全景视频图像中的目标对象以及所
述目标对象的地理信息, 并对所述目标对象进行标注处理, 得到标注后的 目标对象; a target recognition module, configured to identify a target object and a location in the panoramic video image Describe the geographic information of the target object, and perform annotation processing on the target object to obtain the labeled target object;
地图绘制模块, 设置为将所述标注后的目标对象重新映射到所述全景 视频图像中, 并根据所述目标对象的地理信息, 对所述全景视频图像进行 地图绘制处理, 生成实景地图。 And a map drawing module, configured to remap the labeled target object into the panoramic video image, and perform map drawing processing on the panoramic video image according to geographic information of the target object to generate a real-life map.
所述视频采集模块主要设置为获取车辆前方、 左方、 右方安装的多个 摄像头采集的多个视频图像, 且摄像头安装的数量和位置, 要保证所述视 频采集模块可以获取车辆周围 360度的视频图像。 The video capture module is mainly configured to acquire a plurality of video images collected by a plurality of cameras installed in the front, left, and right sides of the vehicle, and the number and position of the camera installations are ensured that the video capture module can acquire 360 degrees around the vehicle. Video image.
具体摄像头的安装位置和数量, 要根据具体摄像头的视角, 来进行安 排, 比如: 如果采用专用的 120° 广角摄像头, 最少要在前方、 左前方和右 前方各安装一个, 保证车辆周围 360。 的景色都可以被采集到。 如果安装 的摄像头视角比较小, 则需要安装多个摄像头, 从而保证能得到周围的全 景视野。 The installation position and number of specific cameras should be arranged according to the angle of view of the specific camera. For example: If a dedicated 120° wide-angle camera is used, at least one should be installed in front, left front and right front to ensure 360 around the vehicle. The scenery can be collected. If you install a camera with a small angle of view, you will need to install multiple cameras to ensure a panoramic view of the surrounding area.
需要制作实景地图时, 启动车辆周围的摄像头, 其中包括车身前方、 左方和右方的摄像头, 调整各个摄像头处于正常的工作状态, 也就是摄像 头能够正常采集当前的图像数据。 When you need to create a real-life map, start the camera around the vehicle, including the camera in front of the car, left and right, and adjust the camera to work normally, that is, the camera can normally capture the current image data.
由于摄像头是安装到车辆上, 发动机产生的震动会引起摄像头的高频 震动, 并且车辆在运动过程中, 由于道路原因会产生剧烈的低频震动, 这 些震动都会对摄像头采集的视频造成影响, 产生视频模糊和画面抖动等。 为了解决上述技术问题, 本发明实施例实景地图的制作装置还包括视频防 抖模块, 设置为对所述多个视频图像进行防抖处理, 以避免图像模糊。 Since the camera is mounted on the vehicle, the vibration generated by the engine will cause high-frequency vibration of the camera, and during the movement of the vehicle, severe low-frequency vibration will occur due to the road. These vibrations will affect the video captured by the camera and generate video. Blur and picture jitter, etc. In order to solve the above technical problem, the apparatus for creating a live view of the embodiment of the present invention further includes a video anti-shake module configured to perform anti-shake processing on the plurality of video images to avoid image blur.
所述视频防抖模块, 设置为对每个摄像头输出的视频图像进行防抖处 理, 即对视频图像进行运动估计和特殊处理(特殊处理指: 防抖处理和图 像锐化等图像后处理算法, 使图像更加清晰), 消除因为车身震动或移动造 成的视频模糊和画面抖动, 从而保证获取每个摄像头采集的清晰稳定的视
频图像。 The video anti-shake module is configured to perform anti-shake processing on the video image output by each camera, that is, perform motion estimation and special processing on the video image (special processing refers to image post-processing algorithms such as anti-shake processing and image sharpening, Make the image clearer), eliminate video blur and picture jitter caused by body vibration or movement, thus ensuring clear and stable view of each camera Frequency image.
为了让用户看到连续的三维全景的视频效果, 不会存在明显的折缝和 拼接不连续效应需要将所述多个视频图像进行合成处理形成全景视频图 像, 所述视频合成模块具体设置为将所述多个视频图像进行视频同步, 并 将进行视频同步后的所述多个视频图像进行实时拼接, 生成全景视频。 In order to allow the user to see the video effect of the continuous three-dimensional panorama, there is no obvious crease and splicing discontinuity effect. The plurality of video images need to be combined to form a panoramic video image, and the video synthesis module is specifically configured to The plurality of video images are video-synchronized, and the plurality of video images that are synchronized by the video are spliced in real time to generate a panoramic video.
各个摄像头防抖处理后的视频, 在时间上并不是严格同步的, 必须要 进行视频同步, 视频同步时, 可以根据视频的帧率设定一个时间阈值, 比 如: 帧率为 30 s, 则 33ms内的各路视频图像都作为同步的帧。 具体的阈 值可才艮据用户选用的帧率来定。 The video after anti-shake processing of each camera is not strictly synchronized in time. Video synchronization must be performed. When video synchronization is performed, a time threshold can be set according to the frame rate of the video. For example, the frame rate is 30 s, then 33 ms. Each video image within the frame is used as a synchronized frame. The specific threshold can be determined based on the frame rate selected by the user.
同步后的各路视频图像, 就可以进行视频合成, 视频合成的基本原理 就是对各路视频图像进行匹配和相关性分析, 之后进行实时拼接, 生成全 景视频图像, 该全景视频图像视频就是后期进行目标识别和制作实景地图 的基础。 After synchronizing the video images of each channel, video synthesis can be performed. The basic principle of video synthesis is to perform matching and correlation analysis on each video image, and then perform real-time stitching to generate a panoramic video image, which is performed later. Target recognition and the basis for making real-life maps.
本发明实施例中, 视频合成的基本原理具体为对各路视频中进行内容 分析, 抽取出内容相似的部分, 进行合成拼接, 从而形成一副连续的实景 地图。 此原理与普通相机的全景拍照功能实现 360度的全景拍照的实现原 理相同。 In the embodiment of the present invention, the basic principle of video synthesis is specifically to analyze content in each video, extract similar parts, and perform synthetic stitching to form a continuous real-life map. This principle is the same as the principle that the panoramic camera function of a normal camera achieves 360-degree panoramic photography.
所述目标识别模块具体设置为通过专业目标识别算法对全景视频图像 中的目标对象进行识别, 并提取所述目标对象的地理信息。 The target recognition module is specifically configured to identify a target object in the panoramic video image by a professional target recognition algorithm, and extract geographic information of the target object.
所述目标识别算法可以为模式识别或文本扫描, 当然也可以为其他目 标识别算法, 只要可以识别全景视频图像中的目标对象即可。 The target recognition algorithm may be pattern recognition or text scanning, and may of course be other target recognition algorithms as long as the target object in the panoramic video image can be identified.
所述目标对象主要为全景视频图像中的街道、 路口、 红绿灯、 建筑物 等。 The target objects are mainly streets, intersections, traffic lights, buildings, and the like in a panoramic video image.
所述目标识别模块具体设置为根据所述地理信息的属性使用不同的标 记对所述目标对象进行分类标注。
所述标记可以为符号标记, 也可以为文字标记, 对于如红灯等必要信 息也可以将目标对象使用语音标记进行标注。 当然也可以为其他标记形式, 在此不再——赘述。 The target recognition module is specifically configured to classify the target object by using different tags according to attributes of the geographic information. The mark may be a symbol mark or a text mark, and the target object may be marked with a voice mark for necessary information such as a red light. Of course, it can also be other markup forms, which are not repeated here.
所述地图绘制模块具体设置为将所述目标对象与 GPS经纬度信息进行 匹配, 以及将与所述目标对象相对应的标记和相应的 GPS经纬度信息附加 到所述全景视频图像中的对应位置, 生成实景地图。 The mapping module is specifically configured to match the target object with GPS latitude and longitude information, and attach a mark corresponding to the target object and corresponding GPS latitude and longitude information to a corresponding position in the panoramic video image to generate Real map.
如图 4所示, 为了用户可以体验到更加新鲜准确的实景地图, 本发明 实施例实景地图的制作装置还包括人机交互模块, 设置为用户输入包括交 通路况信息的用户标注信息。 As shown in FIG. 4, in order to experience a more fresh and accurate real-life map, the device for creating a live view of the embodiment of the present invention further includes a human-computer interaction module, which is configured to input user annotation information including the information of the communication path.
所述用户标注信息可以包括红绿灯损坏、 堵车严重等信息。 The user annotation information may include information such as damage to traffic lights, serious traffic jams, and the like.
相应的, 所述地图绘制模块还设置为在用户输入包括交通路况信息的 用户标注信息的条件下, 将与所述目标对象相对应的标记、 相应的 GPS经 纬度信息和所述用户标注信息附加到所述全景视频图像中的对应位置, 生 成实景地图。 Correspondingly, the mapping module is further configured to: add a tag corresponding to the target object, corresponding GPS latitude and longitude information, and the user annotation information to the user inputting the user annotation information including the traffic condition information to A corresponding position in the panoramic video image generates a real map.
为了让用户对周围的地理信息有更充分的了解, 对行车路线有更准确 的判断, 本发明实施例实景地图的制作装置还包括地图存储模块和显示模 块, 其中, 地图存储模块设置为保存所述实景地图; 显示模块设置为显示 所述实景地图。 In order to allow the user to have a more complete understanding of the surrounding geographic information, and to have a more accurate judgment on the driving route, the apparatus for making a real map in the embodiment of the present invention further includes a map storage module and a display module, wherein the map storage module is set as a storage location. The live view map; the display module is configured to display the real map.
绘制好的实景地图, 可以直接传送到显示模块, 为用户实时提供车辆 周围的实景地图, 让用户对周围的地理信息有更充分的了解, 对行车路线 有更准确的判断。 The drawn real map can be directly transmitted to the display module to provide real-time maps around the vehicle for the user to have a fuller understanding of the surrounding geographic information and a more accurate judgment of the driving route.
将绘制好的实景地图发送至地图存储模块进行存储, 将该实景地图作 为用户自己的地图数据库, 供以后使用。 The drawn real map is sent to the map storage module for storage, and the real map is used as the user's own map database for later use.
为了实现用户地图数据库的更新和扩展, 本发明实施例实景地图的制 作装置还包括地图共享模块, 设置为实现车辆之间实景地图共享。
所述地图共享模块包括: In order to implement the update and extension of the user map database, the device for creating a live view map of the embodiment of the present invention further includes a map sharing module, which is configured to realize real-time map sharing between vehicles. The map sharing module includes:
判断单元, 设置为判断其他车辆是否具有实景地图; a determining unit, configured to determine whether other vehicles have a real-life map;
发送单元, 在其他车辆具有实景地图的条件下, 发送实景地图共享的 请求; a sending unit that sends a request for real-time map sharing under the condition that other vehicles have a real-life map;
接收单元, 在其他车辆同意实景地图共享的条件下, 接收其他车辆发 送的实景地图。 The receiving unit receives the real-life map sent by other vehicles under the condition that the other vehicles agree to the live map sharing.
所述判断单元可以通过 WLAN或蓝牙等通讯方式检测其他车辆是否具 有实景地图功能。 The judging unit can detect whether other vehicles have a real map function by using a communication method such as WLAN or Bluetooth.
所述发送单元在其他车辆具有实景地图功能的条件下, 通过 WLAN或 蓝牙等通讯方式向其他车辆发送实景地图共享的请求。 The transmitting unit transmits a request for real-time map sharing to other vehicles through a communication method such as WLAN or Bluetooth under the condition that other vehicles have a real-map function.
所述接收单元在其他车辆允许实景地图共享的条件下, 接收其他车辆 发送的实景地图, 实现实景地图共享, 完成用户的地图数据库的更新和扩 展。 The receiving unit receives the real-life map sent by other vehicles under the condition that other vehicles allow real-time map sharing, realizes real-life map sharing, and completes updating and expanding the user's map database.
本发明实施例中, 所述显示模块与所述人机交互模块集成为一体结构, 具体实现时, 用户可以通过车辆上的显示屏幕即可浏览实景地图, 以及进 行输入用户标注信息的操作。 In the embodiment of the present invention, the display module and the human-machine interaction module are integrated into an integrated structure. When the implementation is implemented, the user can browse the real-life map through the display screen on the vehicle, and perform an operation of inputting the user's annotation information.
本发明实施例中, 所述视频采集模块、 所述视频防抖模块、 所述视频 合成模块、 所述目标识别模块、 所述地图绘制模块、 所述地图存储模块、 所述地图共享模块集成在中央处理单元内。 In the embodiment of the present invention, the video capture module, the video anti-shake module, the video synthesis module, the target recognition module, the map drawing module, the map storage module, and the map sharing module are integrated in Inside the central processing unit.
以上所述为本发明较佳实施例, 应当指出, 对于本领域技术人员来说, 在不脱离本发明所述原理的前提下, 还可以作出若干改进和润饰, 这些改 进和润饰也应视为本发明保护范围。 工业实用性 The above is a preferred embodiment of the present invention, and it should be noted that those skilled in the art can also make several improvements and retouchings without departing from the principles of the present invention. These improvements and retouchings should also be considered as The scope of protection of the present invention. Industrial applicability
本发明实施例通过实时采集合成全景视频图像, 识别目标对象及对其 进行标注处理再重新映射到所述全景视频图像中, 根据所述目标对象的地
理信息, 对所述全景视频图像进行地图绘制处理, 生成实景地图。 采用本 发明, 可以使用户实现实景地图的实时制作, 而且完全免费, 突破了传统 实景地图需要依靠专业团队制作, 用户只能付费或联网使用其地图的模式。
The embodiment of the present invention collects and synthesizes a panoramic video image in real time, identifies the target object, performs labeling processing on the target object, and then remaps the image to the panoramic video image according to the target object. The information is obtained by performing a map drawing process on the panoramic video image to generate a real-life map. By adopting the invention, the user can realize the real-time production of the real-life map, and is completely free, and breaks through the traditional real-life map, which needs to be produced by a professional team, and the user can only use the map of the map for payment or networking.
Claims
1、 一种实景地图的制作方法, 所述方法包括: 1. A method for making a real-life map, the method includes:
获取采集的多个视频图像; Obtain multiple collected video images;
将所述多个视频图像进行合成处理形成全景视频图像; Synthesize the plurality of video images to form a panoramic video image;
识别出所述全景视频图像中的目标对象以及所述目标对象的地理信 息, 并对所述目标对象进行标注处理, 得到标注后的目标对象; Identify the target object in the panoramic video image and the geographical information of the target object, and perform annotation processing on the target object to obtain the annotated target object;
将所述标注后的目标对象重新映射到所述全景视频图像中; Remap the annotated target object into the panoramic video image;
根据所述目标对象的地理信息, 对所述全景视频图像进行地图绘制处 理, 生成实景地图。 According to the geographical information of the target object, map drawing processing is performed on the panoramic video image to generate a real scene map.
2、 根据权利要求 1所述的实景地图的制作方法, 其中, 所述将所述多 个视频图像进行合成处理形成全景视频图像包括: 2. The method of making a real-scene map according to claim 1, wherein said synthesizing the plurality of video images to form a panoramic video image includes:
将所述多个视频图像进行视频同步; Video synchronization of the plurality of video images;
将进行视频同步后的所述多个视频图像进行实时拼接, 生成全景视频 图像。 The multiple video images after video synchronization are spliced in real time to generate a panoramic video image.
3、 根据权利要求 1所述的实景地图的制作方法, 其中, 3. The method for making a real-life map according to claim 1, wherein,
所述多个视频图像是经过防抖处理后的视频图像。 The plurality of video images are video images that have undergone anti-shake processing.
4、 根据权利要求 1所述的实景地图的制作方法, 其中, 所述方法还包 括: 4. The method for making a real-life map according to claim 1, wherein the method further includes:
保存并显示所述实景地图。 Save and display the live map.
5、 根据权利要求 1所述的实景地图的制作方法, 其中, 所述对所述目 标对象进行标注处理, 得到标注后的目标对象包括: 5. The production method of a real-life map according to claim 1, wherein the labeling process on the target object, and the obtained labeled target object includes:
根据所述地理信息的属性使用不同的标记对所述目标对象进行分类标 注。 Different tags are used to classify and label the target objects according to the attributes of the geographical information.
6、 根据权利要求 1所述的实景地图的制作方法, 其中, 所述将所述标 注后的目标对象重新映射到所述全景视频图像中包括:
以所述全景视频图像为基础, 结合所述地理信息, 将所述地理信息实 时映射到所述全景视频图像上。 6. The method of making a real-scene map according to claim 1, wherein the remapping the annotated target object to the panoramic video image includes: Based on the panoramic video image and combined with the geographical information, the geographical information is mapped to the panoramic video image in real time.
7、 根据权利要求 1所述的实景地图的制作方法, 其中, 所述根据所述 目标对象的地理信息, 对所述全景视频图像进行地图绘制处理, 生成实景 地图包括: 7. The production method of a real-scene map according to claim 1, wherein said performing map drawing processing on the panoramic video image according to the geographical information of the target object and generating a real-scene map includes:
将所述目标对象与 GPS经纬度信息进行匹配; Match the target object with GPS latitude and longitude information;
将与所述目标对象相对应的标记和相应的 GPS经纬度信息附加到所述 全景视频图像中的对应位置, 生成实景地图。 Attach the mark corresponding to the target object and the corresponding GPS latitude and longitude information to the corresponding position in the panoramic video image to generate a real-view map.
8、 根据权利要求 7所述的实景地图的制作方法, 其中, 所述将与所述 目标对象相对应的标记和相应的 GPS经纬度信息附加到所述全景视频图像 中的对应位置, 生成实景地图包括: 8. The method of making a real-scene map according to claim 7, wherein the mark corresponding to the target object and the corresponding GPS longitude and latitude information are added to the corresponding position in the panoramic video image to generate a real-scene map. include:
在用户输入包括交通路况信息的用户标注信息的条件下, 将与所述目 标对象相对应的标记、 相应的 GPS经纬度信息和所述用户标注信息附加到 所述全景视频图像中的对应位置, 生成实景地图。 Under the condition that the user inputs user annotation information including traffic condition information, a mark corresponding to the target object, the corresponding GPS latitude and longitude information and the user annotation information are appended to the corresponding position in the panoramic video image to generate Real map.
9、 一种实景地图的制作装置, 所述装置包括: 9. A device for making a real-life map, the device includes:
视频采集模块, 设置为获取采集的多个视频图像; The video collection module is configured to obtain multiple collected video images;
视频合成模块, 设置为将所述多个视频图像进行合成处理形成全景视 频图像; A video synthesis module configured to synthesize the plurality of video images to form a panoramic video image;
目标识别模块, 设置为识别出所述全景视频图像中的目标对象以及所 述目标对象的地理信息, 并对所述目标对象进行标注处理, 得到标注后的 目标对象; The target recognition module is configured to identify the target object in the panoramic video image and the geographical information of the target object, and perform annotation processing on the target object to obtain the annotated target object;
地图绘制模块, 设置为将所述标注后的目标对象重新映射到所述全景 视频图像中, 并根据所述目标对象的地理信息, 对所述全景视频图像进行 地图绘制处理, 生成实景地图。 The map drawing module is configured to remap the annotated target object into the panoramic video image, and perform map drawing processing on the panoramic video image according to the geographical information of the target object to generate a real scene map.
10、 根据权利要求 9所述的实景地图的制作装置, 其中, 所述视频合
成模块, 设置为将所述多个视频图像进行视频同步, 并将进行视频同步后 的所述多个视频图像进行实时拼接, 生成全景视频。 10. The device for producing a real scene map according to claim 9, wherein the video combination A module is configured to perform video synchronization on the plurality of video images, and perform real-time splicing of the plurality of video images after video synchronization to generate a panoramic video.
11、 根据权利要求 9 所述的实景地图的制作装置, 其中, 所述装置还 包括视频防抖模块, 设置为对所述多个视频图像进行防抖处理。 11. The real-scene map production device according to claim 9, wherein the device further includes a video anti-shake module configured to perform anti-shake processing on the plurality of video images.
12、 根据权利要求 9所述的实景地图的制作装置, 其中, 所述装置还 包括: 12. The real-scene map production device according to claim 9, wherein the device further includes:
地图存储模块, 设置为保存所述实景地图; A map storage module, configured to save the real-life map;
显示模块, 设置为显示保存的所述实景地图。 The display module is configured to display the saved real-life map.
13、 根据权利要求 9所述的实景地图的制作装置, 其中, 所述目标识 别模块, 设置为根据所述地理信息的属性使用不同的标记对所述目标对象 进行分类标注。 13. The real-scene map production device according to claim 9, wherein the target identification module is configured to use different markers to classify and label the target objects according to the attributes of the geographical information.
14、 根据权利要求 9所述的实景地图的制作装置, 其中, 所述地图绘 制模块, 设置为将所述目标对象与 GPS经纬度信息进行匹配, 以及将与所 述目标对象相对应的标记和相应的 GPS经纬度信息附加到所述全景视频图 像中的对应位置, 生成实景地图。 14. The real-scene map production device according to claim 9, wherein the map drawing module is configured to match the target object with GPS longitude and latitude information, and to match the mark corresponding to the target object with the corresponding The GPS latitude and longitude information is appended to the corresponding location in the panoramic video image to generate a real scene map.
15、 根据权利要求 14所述的实景地图的制作装置, 其中, 所述装置还 包括人机交互模块, 设置为用户输入包括交通路况信息的用户标注信息。 15. The real-scene map production device according to claim 14, wherein the device further includes a human-computer interaction module configured for the user to input user annotation information including traffic condition information.
16、 根据权利要求 15所述的实景地图的制作装置, 其中, 所述地图绘 制模块, 还设置为在用户输入包括交通路况信息的用户标注信息的条件下, 将与所述目标对象相对应的标记、 相应的 GPS经纬度信息和所述用户标注 信息附加到所述全景视频图像中的对应位置, 生成实景地图。 16. The device for producing a real-scene map according to claim 15, wherein the map drawing module is further configured to, under the condition that the user inputs user annotation information including traffic condition information, draw the map corresponding to the target object. Markers, corresponding GPS latitude and longitude information and the user annotation information are appended to the corresponding positions in the panoramic video image to generate a real scene map.
17、 根据权利要求 9所述的实景地图的制作装置, 其中, 所述装置还 包括地图共享模块, 设置为实现车辆之间实景地图共享。 17. The real-scene map production device according to claim 9, wherein the device further includes a map sharing module configured to realize real-scene map sharing between vehicles.
18、 根据权利要求 17所述的实景地图的制作装置, 其中, 所述地图共 享模块包括:
判断单元, 设置为判断其他车辆是否具有实景地图; 18. The real-scene map production device according to claim 17, wherein the map sharing module includes: A judgment unit, configured to judge whether other vehicles have real-life maps;
发送单元, 在其他车辆具有实景地图的条件下, 发送实景地图共享的 请求; The sending unit sends a request for sharing the real-view map under the condition that other vehicles have real-view maps;
接收单元, 在其他车辆同意实景地图共享的条件下, 接收其他车辆发 送的实景地图。
The receiving unit receives the real-view map sent by other vehicles under the condition that other vehicles agree to share the real-view map.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN2012103950011A CN102915669A (en) | 2012-10-17 | 2012-10-17 | Method and device for manufacturing live-action map |
CN201210395001.1 | 2012-10-17 |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2013170797A1 true WO2013170797A1 (en) | 2013-11-21 |
Family
ID=47614012
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/CN2013/077112 WO2013170797A1 (en) | 2012-10-17 | 2013-06-09 | Method and device for producing real-view map |
Country Status (2)
Country | Link |
---|---|
CN (1) | CN102915669A (en) |
WO (1) | WO2013170797A1 (en) |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104700710A (en) * | 2015-04-07 | 2015-06-10 | 苏州市测绘院有限责任公司 | Simulation map for house property mapping |
WO2020038110A1 (en) * | 2018-08-22 | 2020-02-27 | Oppo广东移动通信有限公司 | Panoramic photographing method and apparatus, terminal and computer-readable storage medium |
CN114531580A (en) * | 2020-11-23 | 2022-05-24 | 北京四维图新科技股份有限公司 | Image processing method and device |
Families Citing this family (27)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102915669A (en) * | 2012-10-17 | 2013-02-06 | 中兴通讯股份有限公司 | Method and device for manufacturing live-action map |
CN103177475B (en) * | 2013-03-04 | 2016-01-27 | 腾讯科技(深圳)有限公司 | A kind of streetscape map exhibiting method and system |
WO2014142564A1 (en) * | 2013-03-13 | 2014-09-18 | Samsung Electronics Co., Ltd. | Electronic device and method for processing image |
KR102124188B1 (en) | 2013-03-13 | 2020-06-26 | 삼성전자주식회사 | Electronic device and method for processing image |
CN103260013A (en) * | 2013-05-30 | 2013-08-21 | 水木路拓科技(北京)有限公司 | Road network traffic satellite map video display system based on video image processing technology |
KR101826704B1 (en) * | 2013-09-13 | 2018-02-08 | 인텔 코포레이션 | Video production sharing apparatus and method |
US10074182B2 (en) * | 2013-11-14 | 2018-09-11 | Microsoft Technology Licensing, Llc | Presenting markup in a scene using depth fading |
CN104535070B (en) * | 2014-12-26 | 2017-11-14 | 上海交通大学 | Graph data structure, collection and processing system and method in high-precision |
CN105389584B (en) * | 2015-10-13 | 2018-07-10 | 西北工业大学 | Streetscape semanteme marking method based on convolutional neural networks with semantic transfer conjunctive model |
CN105509754A (en) * | 2015-11-27 | 2016-04-20 | 芜湖宏景电子股份有限公司 | Improved IOS system vehicle navigation |
CN105472332B (en) * | 2015-12-01 | 2018-07-20 | 广东弘栎电子设备有限公司 | Analysis method based on location technology and video technique and its analysis system |
CN107038949A (en) * | 2016-02-03 | 2017-08-11 | 幸福在线(北京)网络技术有限公司 | A kind of generation method of live-action map, method for pushing and its device |
CN105845020B (en) * | 2016-05-20 | 2019-01-22 | 深圳市智慧交通有限公司 | A kind of live-action map production method and device |
WO2017206097A1 (en) * | 2016-06-01 | 2017-12-07 | 深圳看到科技有限公司 | Panoramic video making method |
CN106126593B (en) * | 2016-06-20 | 2019-05-21 | 国家基础地理信息中心 | Earth's surface outdoor scene information generating method and device based on network opening photo resources |
CN106210647A (en) * | 2016-08-02 | 2016-12-07 | 中睿通信规划设计有限公司 | Based on the method and system building base station coverage area full-view image of taking photo by plane |
CN106441298A (en) * | 2016-08-26 | 2017-02-22 | 陈明 | Method for map data man-machine interaction with robot view image |
CN107798720A (en) * | 2016-08-30 | 2018-03-13 | 中兴通讯股份有限公司 | A kind of method for drawing map and its device, mobile terminal |
CN106799993B (en) * | 2017-01-09 | 2021-06-11 | 智车优行科技(北京)有限公司 | Streetscape acquisition method and system and vehicle |
KR101810673B1 (en) * | 2017-05-23 | 2018-01-25 | 링크플로우 주식회사 | Method for determining information related to filming location and apparatus for performing the method |
CN109117693B (en) * | 2017-06-22 | 2021-08-27 | 深圳华智融科技股份有限公司 | Scanning identification method based on wide-angle view finding and terminal |
CN107167149B (en) * | 2017-06-26 | 2020-06-30 | 上海智讯信息科技有限公司 | Street view making method and system |
CN109949439B (en) * | 2019-04-01 | 2020-10-30 | 星觅(上海)科技有限公司 | Driving live-action information labeling method and device, electronic equipment and medium |
CN110704557B (en) * | 2019-09-10 | 2023-03-10 | 广东华远国土工程有限公司 | Live-action browsing method of electronic map |
CN111246096B (en) * | 2020-01-19 | 2021-10-08 | 广州启量信息科技有限公司 | System and method for generating three-dimensional panoramic roaming model |
CN111918024B (en) * | 2020-06-29 | 2021-10-19 | 北京大学 | Urban road network digital monitoring system and method |
CN113253324B (en) * | 2021-02-25 | 2024-03-29 | 安徽乐道智能科技有限公司 | Highway target scene positioning method, navigation method and system |
Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1487676A (en) * | 2002-08-19 | 2004-04-07 | ������������ʽ���� | Communicating method for inter-movingbodies and vehicle communicating apparatus |
JP2006054662A (en) * | 2004-08-11 | 2006-02-23 | Mitsubishi Electric Corp | Drive support device |
CN101588482A (en) * | 2009-06-02 | 2009-11-25 | 石黎 | Vehicular virtual panoramic electronic system |
CN101998236A (en) * | 2009-08-20 | 2011-03-30 | 美国博通公司 | Method and system for generating a personalized map |
US20110285810A1 (en) * | 2010-05-21 | 2011-11-24 | Qualcomm Incorporated | Visual Tracking Using Panoramas on Mobile Devices |
CN102915669A (en) * | 2012-10-17 | 2013-02-06 | 中兴通讯股份有限公司 | Method and device for manufacturing live-action map |
-
2012
- 2012-10-17 CN CN2012103950011A patent/CN102915669A/en active Pending
-
2013
- 2013-06-09 WO PCT/CN2013/077112 patent/WO2013170797A1/en active Application Filing
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1487676A (en) * | 2002-08-19 | 2004-04-07 | ������������ʽ���� | Communicating method for inter-movingbodies and vehicle communicating apparatus |
JP2006054662A (en) * | 2004-08-11 | 2006-02-23 | Mitsubishi Electric Corp | Drive support device |
CN101588482A (en) * | 2009-06-02 | 2009-11-25 | 石黎 | Vehicular virtual panoramic electronic system |
CN101998236A (en) * | 2009-08-20 | 2011-03-30 | 美国博通公司 | Method and system for generating a personalized map |
US20110285810A1 (en) * | 2010-05-21 | 2011-11-24 | Qualcomm Incorporated | Visual Tracking Using Panoramas on Mobile Devices |
CN102915669A (en) * | 2012-10-17 | 2013-02-06 | 中兴通讯股份有限公司 | Method and device for manufacturing live-action map |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104700710A (en) * | 2015-04-07 | 2015-06-10 | 苏州市测绘院有限责任公司 | Simulation map for house property mapping |
WO2020038110A1 (en) * | 2018-08-22 | 2020-02-27 | Oppo广东移动通信有限公司 | Panoramic photographing method and apparatus, terminal and computer-readable storage medium |
CN114531580A (en) * | 2020-11-23 | 2022-05-24 | 北京四维图新科技股份有限公司 | Image processing method and device |
CN114531580B (en) * | 2020-11-23 | 2023-11-21 | 北京四维图新科技股份有限公司 | Image processing method and device |
Also Published As
Publication number | Publication date |
---|---|
CN102915669A (en) | 2013-02-06 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
WO2013170797A1 (en) | Method and device for producing real-view map | |
US11740099B2 (en) | Methods and systems for generating route data | |
CN102951089B (en) | Vehicle-mounted navigation and active safety system based on mobile equipment camera | |
KR101147748B1 (en) | A mobile telecommunication device having a geographic information providing function and the method thereof | |
US20130318078A1 (en) | System and Method for Producing Multi-Angle Views of an Object-of-Interest from Images in an Image Dataset | |
WO2014115309A1 (en) | Movement assistance device and move ment assistance method | |
JP2019022205A (en) | Sensing data processing system, edge server therefor, method for reducing transmission traffic and program | |
JP5815026B2 (en) | Simulated video for road information camera with additional viewpoint and increased resolution | |
US20170228933A1 (en) | Method and apparatus for updating navigation map | |
US20150155009A1 (en) | Method and apparatus for media capture device position estimate- assisted splicing of media | |
JPWO2019039282A1 (en) | Image processing device and image processing method | |
CN105190695B (en) | Image processing apparatus, image processing method, and computer readable medium | |
JP2009083815A (en) | Drive recorder device and accident analysis simulation device | |
WO2023138556A1 (en) | Video generation method and apparatus based on multiple vehicle-mounted cameras, and vehicle-mounted device | |
US20100134486A1 (en) | Automated Display and Manipulation of Photos and Video Within Geographic Software | |
WO2017043331A1 (en) | Image processing device and image processing method | |
KR20180014246A (en) | Methods, apparatus, systems, devices, and computer program products for augmenting reality in connection with the real world places | |
JP2004265396A (en) | Image forming system and image forming method | |
CN113608614A (en) | Display method, augmented reality device, equipment and computer-readable storage medium | |
US11039087B2 (en) | Image processing apparatus and computer-readable storage medium | |
US11647334B2 (en) | Information processing apparatus, information processing method, and video sound output system | |
JP7275556B2 (en) | Information processing system, program, and information processing method | |
CN115004273A (en) | Digital reconstruction method, device and system for traffic road | |
JP7254000B2 (en) | Image delivery device and method, and image delivery system | |
JP7302477B2 (en) | Information processing device, information processing method and information processing program |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 13791599 Country of ref document: EP Kind code of ref document: A1 |
|
NENP | Non-entry into the national phase |
Ref country code: DE |
|
122 | Ep: pct application non-entry in european phase |
Ref document number: 13791599 Country of ref document: EP Kind code of ref document: A1 |