CN110110718A - A kind of artificial intelligence image processing apparatus - Google Patents
A kind of artificial intelligence image processing apparatus Download PDFInfo
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- CN110110718A CN110110718A CN201910213633.3A CN201910213633A CN110110718A CN 110110718 A CN110110718 A CN 110110718A CN 201910213633 A CN201910213633 A CN 201910213633A CN 110110718 A CN110110718 A CN 110110718A
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- image
- back side
- video camera
- crossbar
- vehicle
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
- G06V20/63—Scene text, e.g. street names
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/62—Text, e.g. of license plates, overlay texts or captions on TV images
- G06V20/625—License plates
Abstract
The invention discloses a kind of artificial intelligence image processing apparatus, are related to technical field of image processing.The present invention includes: several Image Acquisition node groups, remote control center and big data analysis platform；Image Acquisition node group includes being mounted on two opposite Image Acquisition nodes of both sides of the road position；Image Acquisition node includes L-type camera stand；The controlling terminal installed in the control cabinet installed on camera stand；Controlling terminal includes microprocessor, image pre-processing module；First video camera is installed in the first crossbar of L-type camera stand；Second video camera is installed in the second crossbar vertical with first crossbar.Then the present invention synthesizes vehicle photo by shooting direct picture, back side image and the side image of driving vehicle and carrying out feature extraction, then information of vehicles is finally confirmed by big data analysis platform comparative analysis vehicle image, facilitate vehicle identification, it avoids because can not clearly identify that license plate number leads to not the puzzlement for confirming information of vehicles, improves vehicle identification efficiency.
Description
Technical field
The invention belongs to technical field of image processing, more particularly to a kind of artificial intelligence image processing apparatus.
Background technique
As universal and application, the road traffic system of Internet of Things are also used to monitoring and traffic to road traffic system
Supervision.Existing road traffic is supervised, and carries out obtaining road vehicle frequently with electronic eyes (namely camera) shooting
Vehicle image, then by vehicle image obtain vehicle license board information, and then confirm information of vehicles.But it is actually using
During, it is very intractable for some vehicles that cannot identify license plate well.
The present invention provides a kind of artificial intelligence image processing apparatus, by the direct picture, the back view that shoot driving vehicle
Picture and side image simultaneously carry out feature extraction then synthesis vehicle photo, and then confirm information of vehicles；Solving cannot pass through
The problem of Car license recognition vehicle.
Summary of the invention
The purpose of the present invention is to provide a kind of artificial intelligence image processing apparatus, by the front elevation for shooting driving vehicle
Picture, back side image and side image simultaneously carry out feature extraction then synthesis vehicle photo, then pass through big data analysis platform
Comparative analysis vehicle image finally confirms information of vehicles, solves the problems, such as to confirm vehicle by identification license plate.
In order to solve the above technical problems, the present invention is achieved by the following technical solutions:
The present invention is a kind of artificial intelligence image processing apparatus, comprising: several Image Acquisition node groups, remote control center
And big data analysis platform；
Described image acquisition node group includes being mounted on two opposite Image Acquisition nodes of both sides of the road position；Described image
Acquisition node includes L-type camera stand；Two L-type camera stands opening positioned at road both sides relative position is opposite；
The controlling terminal installed in the control cabinet installed on the camera stand；The controlling terminal includes microprocessor, figure
As preprocessing module；The first video camera is rotatablely installed in the first crossbar of the L-type camera stand；It is vertical with the first crossbar
The second video camera is rotatablely installed in second crossbar；The vertical road setting of the first crossbar；The second crossbar is in parallel and road
Setting；
First video camera transmits direct picture or the back side for acquiring road vehicle direct picture or back side image
Image is to controlling terminal；Second video camera is used to acquire the side image of road vehicle, and transmits side image to control
Terminal；Described image processing module receives the direct picture that the first video camera transmits or back side image and the transmitting of the second video camera
Side image, and image preprocessing is done to the direct picture or back side image and side image；
The controlling terminal further includes the wireless transport module connecting respectively with microprocessor and image pre-processing module,
For the direct picture completed or back side image and side image will to be pre-processed to remote control center；The wireless transmission mould
Block is also used to receive the control instruction of remote control center transmitting；The control command received with two controlling terminals in group
It is identical；Control command, which is executed, with two controlling terminals in group is separated by preset interval time；
It include image segmentation unit, feature extraction unit and synthesis unit in the remote control center；Described image
Designated vehicle is split acquisition pair using partitioning algorithm by cutting unit from direct picture, back side image and side image
Image, back side segmented image and side segmented image are cut by the positive office answered；Described image cutting unit transmits positive office and cuts figure
As, back side segmented image and side segmented image to special positive extraction unit；The feature extraction unit to positive office cut image,
Back side segmented image and side segmented image carry out feature extraction and obtain corresponding positive feature information, lateral feature information
And back side characteristic information；It is special that the feature extraction unit transmits positive feature information, lateral feature information and the back side respectively
Reference is ceased to synthesis unit；The synthesis unit is closed according to positive feature information, lateral feature information and back side characteristic information
At vehicle pictures；
The remote control center also stores direct picture, back side image and side image and vehicle pictures to big number
According to analysis platform.
Preferably, the remote control center is that two controlling terminals in described image acquisition node group distribute IP address；
The corresponding IP address of two controlling terminals in described image acquisition node group is adjacent；The remote control center sends control instruction
When, it is basic unit transmission according to Image Acquisition node.
Preferably, when first video camera and the second video camera are shot every time, progress is continuously shot several times.
The invention has the following advantages:
The present invention passes through direct picture, back side image and the side image of shooting driving vehicle and to carry out feature extraction right
Vehicle photo is synthesized afterwards, and information of vehicles is finally then confirmed by big data analysis platform comparative analysis vehicle image, is facilitated
Vehicle identification avoids because can not clearly identify that license plate number leads to not the puzzlement for confirming information of vehicles, improves vehicle and identify effect
Rate.
Certainly, it implements any of the products of the present invention and does not necessarily require achieving all the advantages described above at the same time.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, will be described below to embodiment required
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for ability
For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached
Figure.
Fig. 1 is a kind of structural schematic diagram of artificial intelligence image processing apparatus of the invention；
Fig. 2 is the structural schematic diagram of image image acquisition node in a kind of artificial intelligence image processing apparatus of the invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts all other
Embodiment shall fall within the protection scope of the present invention.
It please refers to shown in Fig. 1-2, the present invention is a kind of artificial intelligence image processing apparatus, comprising: several Image Acquisition sections
Point group, remote control center and big data analysis platform；
Image Acquisition node group includes being mounted on two opposite Image Acquisition nodes of both sides of the road position；Image Acquisition node
Including L-type camera stand 1；The two L-type camera stands 1 positioned at road both sides relative position are open opposite to each other；
The controlling terminal installed in the control cabinet 2 installed on camera stand 1；Controlling terminal includes that microprocessor, image are located in advance
Manage module；The first video camera 111 is rotatablely installed in the first crossbar 11 of L-type camera stand 1；Second vertical with first crossbar 11 is horizontal
The second video camera 121 is rotatablely installed on bar 12；The setting of the vertical road of first crossbar 11；Second crossbar 12 is arranged with road in parallel；
First video camera 111 transmits direct picture or the back side for acquiring road vehicle direct picture or back side image
Image is to controlling terminal；Second video camera 121 is used to acquire the side image of road vehicle, and transmits side image to controlling end
End；Image processing module receives the direct picture that the first video camera 111 transmits or back side image and the transmitting of the second video camera 121
Side image, and image preprocessing is done to direct picture or back side image and side image；
Controlling terminal further includes the wireless transport module connecting respectively with microprocessor and image pre-processing module, is used for
The direct picture completed or back side image and side image will be pre-processed to remote control center；Wireless transport module is also used to
Receive the control instruction of remote control center transmitting；The control command received with two controlling terminals in group is identical；With in group
Two controlling terminals execute control command and are separated by preset interval time；
It include image segmentation unit, feature extraction unit and synthesis unit in remote control center；Image segmentation unit
Designated vehicle is split from direct picture, back side image and side image using partitioning algorithm and obtains corresponding front
Image, back side segmented image and side segmented image are cut by office；Image segmentation unit transmits positive office and cuts image, back side segmentation figure
As and side segmented image to special positive extraction unit；Feature extraction unit to positive office cut image, back side segmented image and
Side segmented image carries out feature extraction and obtains corresponding positive feature information, lateral feature information and back side feature letter
Breath；Feature extraction unit transmits positive feature information, lateral feature information and back side characteristic information to synthesis unit respectively；It closes
Vehicle pictures are synthesized according to positive feature information, lateral feature information and back side characteristic information at unit；
Remote control center also stores direct picture, back side image and side image and vehicle pictures to big data point
Analyse platform.
Wherein, remote control center is that two controlling terminals in Image Acquisition node group distribute IP address；Image Acquisition section
The corresponding IP address of two controlling terminals in point group is adjacent；When remote control center sends control instruction, according to Image Acquisition section
Point is that basic unit is sent.
Wherein, when the first video camera 111 and the second video camera 121 are shot every time, progress is continuously shot several times.
The present invention installs two L-type camera stands 1 of corresponding installation in actual use, in road both sides；L-type camera stand 1
Second crossbar 12 it is parallel with road, the first crossbar 11 of L-type camera stand 1 is vertical with road；Is installed in first crossbar 11
One video camera 111, for shooting the direct picture or back side image of road vehicle；Second video camera is installed in second crossbar 12
121, for shooting the side image of road vehicle；It is identical that two L-type camera stands 1 are located at both sides of the road position, and two L-type camera stands
1 opening is opposite；Controlling terminal is installed in the control cabinet 2 at 1 top of L-type camera stand；Controlling terminal respectively with same L-type camera stand 1
On the first video camera 111 connect with the second video camera 121, for forward the direct picture of passing vehicle, back side image and
Side image is to control centre.
When installation, control centre is the IP phase of the two controlling terminals distribution IP in Image Acquisition node group and two control nodes
It is adjacent；Preset interval time in controlling terminal, when control centre issues shooting instruction, using Image Acquisition node group as basic unit,
The received instruction of two controlling terminals in i.e. same Image Acquisition node group is identical；Two controls in same Image Acquisition node
When terminal receives shooting instruction, wherein a controlling terminal controls the first video camera 111 under it and the second video camera 121 divides
It does not shoot, when another controlling terminal receives shooting instruction, controlling terminal starts timing, when timing time reaches preset interval
After time, controls the first video camera 111 and the second video camera 121 is shot.
It is worth noting that, included each unit is only drawn according to function logic in the above system embodiment
Point, but be not limited to the above division, as long as corresponding functions can be realized；In addition, each functional unit is specific
Title is also only for convenience of distinguishing each other, the protection scope being not intended to restrict the invention.
In addition, those of ordinary skill in the art will appreciate that realizing all or part of the steps in the various embodiments described above method
It is that relevant hardware can be instructed to complete by program, corresponding program can store to be situated between in a computer-readable storage
In matter.
Present invention disclosed above preferred embodiment is only intended to help to illustrate the present invention.There is no detailed for preferred embodiment
All details are described, are not limited the invention to the specific embodiments described.Obviously, according to the content of this specification,
It can make many modifications and variations.These embodiments are chosen and specifically described to this specification, is in order to better explain the present invention
Principle and practical application, so that skilled artisan be enable to better understand and utilize the present invention.The present invention is only
It is limited by claims and its full scope and equivalent.
Claims (3)
1. a kind of artificial intelligence image processing apparatus characterized by comprising in several Image Acquisition node groups, long-range control
The heart and big data analysis platform；
Described image acquisition node group includes being mounted on two opposite Image Acquisition nodes of both sides of the road position；Described image acquisition
Node includes L-type camera stand (1)；Two L-type camera stands (1) opening positioned at road both sides relative position is opposite；
The controlling terminal installed in the control cabinet (2) installed on the camera stand (1)；The controlling terminal include microprocessor,
Image pre-processing module；The first video camera (111) are rotatablely installed in the first crossbar (11) of the L-type camera stand (1)；With it is described
The second video camera (121) are rotatablely installed in the vertical second crossbar (12) of first crossbar (11)；The first crossbar (11) is vertical
Road setting；The second crossbar (12) is arranged with road in parallel；
First video camera (111) transmits direct picture or back for acquiring road vehicle direct picture or back side image
Face image is to controlling terminal；Second video camera (121) is used to acquire the side image of road vehicle, and transmits side image
To controlling terminal；Described image processing module receives the direct picture or back side image and the of the first video camera (111) transmitting
The side image of two video cameras (121) transmitting, and image is done to the direct picture or back side image and side image and is located in advance
Reason；
The controlling terminal further includes the wireless transport module connecting respectively with microprocessor and image pre-processing module, is used for
The direct picture completed or back side image and side image will be pre-processed to remote control center；The wireless transport module is also
For receiving the control instruction of remote control center transmitting；The control command phase received with two controlling terminals in group
Together；Control command, which is executed, with two controlling terminals in group is separated by preset interval time；
It include image segmentation unit, feature extraction unit and synthesis unit in the remote control center；Described image segmentation
It is corresponding that unit uses partitioning algorithm that designated vehicle is split to acquisition from direct picture, back side image and side image
Image, back side segmented image and side segmented image are cut by positive office；Described image cutting unit transmits positive office and cuts image, back
Face segmented image and side segmented image are to special positive extraction unit；The feature extraction unit cuts image, the back side to positive office
Segmented image and side segmented image carry out feature extraction and obtain corresponding positive feature information, lateral feature information and
Back side characteristic information；The feature extraction unit transmits positive feature information, lateral feature information and back side feature letter respectively
It ceases to synthesis unit；The synthesis unit synthesizes vehicle according to positive feature information, lateral feature information and back side characteristic information
Picture；
The remote control center also stores direct picture, back side image and side image and vehicle pictures to big data point
Analyse platform.
2. a kind of artificial intelligence image processing apparatus according to claim 1, which is characterized in that the remote control center
IP address is distributed for two controlling terminals in described image acquisition node group；Two controlling terminals in described image acquisition node group
Corresponding IP address is adjacent；It is basic unit hair according to Image Acquisition node when the remote control center sends control instruction
It send.
3. a kind of artificial intelligence image processing apparatus according to claim 1, which is characterized in that first video camera
(111) when and the second video camera (121) is shot every time, progress is continuously shot several times.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910213633.3A CN110110718B (en) | 2019-03-20 | 2019-03-20 | Artificial intelligence image processing device |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910213633.3A CN110110718B (en) | 2019-03-20 | 2019-03-20 | Artificial intelligence image processing device |
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| CN110110718A true CN110110718A (en) | 2019-08-09 |
| CN110110718B CN110110718B (en) | 2022-11-22 |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110660226A (en) * | 2019-10-30 | 2020-01-07 | 浙江大华技术股份有限公司 | Method, system and equipment for detecting vehicle safety standard and storage device |
| CN111476192A (en) * | 2020-04-15 | 2020-07-31 | 陈建 | Intercepted image synthesis method based on intelligent traffic and big data cloud server |
| CN113299071A (en) * | 2021-03-24 | 2021-08-24 | 安徽超视野智能科技有限公司 | Monitoring system and method for occluded vehicle identification |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2006197614A (en) * | 2006-01-20 | 2006-07-27 | Sumitomo Electric Ind Ltd | Image processor, image processing method and vehicle monitoring system |
| CN1920896A (en) * | 2006-08-23 | 2007-02-28 | 王亚盛 | Real-time image monitoring and genuine-fake identification system for vehicle with automatic color regulating and light filling license plate |
| CN101019151A (en) * | 2004-07-23 | 2007-08-15 | 松下电器产业株式会社 | Image processing device and image processing method |
| CN108229468A (en) * | 2017-06-28 | 2018-06-29 | 北京市商汤科技开发有限公司 | Vehicle appearance feature recognition and vehicle retrieval method, apparatus, storage medium, electronic equipment |
| CN108495045A (en) * | 2018-05-17 | 2018-09-04 | Oppo广东移动通信有限公司 | Image capturing method, device, electronic device and storage medium |
-
2019
- 2019-03-20 CN CN201910213633.3A patent/CN110110718B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101019151A (en) * | 2004-07-23 | 2007-08-15 | 松下电器产业株式会社 | Image processing device and image processing method |
| JP2006197614A (en) * | 2006-01-20 | 2006-07-27 | Sumitomo Electric Ind Ltd | Image processor, image processing method and vehicle monitoring system |
| CN1920896A (en) * | 2006-08-23 | 2007-02-28 | 王亚盛 | Real-time image monitoring and genuine-fake identification system for vehicle with automatic color regulating and light filling license plate |
| CN108229468A (en) * | 2017-06-28 | 2018-06-29 | 北京市商汤科技开发有限公司 | Vehicle appearance feature recognition and vehicle retrieval method, apparatus, storage medium, electronic equipment |
| CN108495045A (en) * | 2018-05-17 | 2018-09-04 | Oppo广东移动通信有限公司 | Image capturing method, device, electronic device and storage medium |
Non-Patent Citations (1)
| Title |
|---|
| 石红兰: "基于图像处理的车牌识别系统的研究与实现", 《机电信息》 * |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110660226A (en) * | 2019-10-30 | 2020-01-07 | 浙江大华技术股份有限公司 | Method, system and equipment for detecting vehicle safety standard and storage device |
| CN111476192A (en) * | 2020-04-15 | 2020-07-31 | 陈建 | Intercepted image synthesis method based on intelligent traffic and big data cloud server |
| CN113299071A (en) * | 2021-03-24 | 2021-08-24 | 安徽超视野智能科技有限公司 | Monitoring system and method for occluded vehicle identification |
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| CN110110718B (en) | 2022-11-22 |
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