CN112037135B - Method for magnifying and displaying selected image key main body - Google Patents
Method for magnifying and displaying selected image key main body Download PDFInfo
- Publication number
- CN112037135B CN112037135B CN202010957747.1A CN202010957747A CN112037135B CN 112037135 B CN112037135 B CN 112037135B CN 202010957747 A CN202010957747 A CN 202010957747A CN 112037135 B CN112037135 B CN 112037135B
- Authority
- CN
- China
- Prior art keywords
- image
- key
- preset
- main body
- template
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T3/00—Geometric image transformation in the plane of the image
- G06T3/40—Scaling the whole image or part thereof
- G06T3/4007—Interpolation-based scaling, e.g. bilinear interpolation
Abstract
The invention provides a method for amplifying and displaying a key main body of a selected image, which comprises the following steps: reading an original image and scaling; selecting a key main body to be amplified in a display image, and acquiring an outline comprising the key main body; reading a preset amplification template into processing equipment; reading at least one contour by using a preset amplification template; converting the central position coordinates of the key main bodies in the display image into the central position coordinates of the corresponding key main bodies in the original image, calculating the height and width of a needed cutting sub-image in the original image, and cutting; amplifying the cutting subgraph; the preset amplification template and the cutting subgraph are subjected to image superposition, and an amplification chart of a key main body is displayed in the preset amplification template; the preset magnification template is caused to appear at a specific position of the original image. And controlling the amplifying effect of the key main bodies in the multi-main-body dense scene image by using a preset amplifying template, so that the display effect of keeping the whole and highlighting the individual is achieved.
Description
Technical Field
The invention relates to the technical field of image display, in particular to a method for selecting an image key main body for amplifying and displaying.
Background
The situation that image acquisition is carried out under the condition that a large number of scene crowds are dense exists in many tourism and security fields can cause that the figure picture is too small due to the large scene range, so that a user can not recognize relevant key subjects in the image. Some current schemes can magnify local areas of the image, however, the magnification is single, the relation between key subjects cannot be highlighted, and local occlusion is caused.
Disclosure of Invention
The invention aims to provide a method for amplifying and displaying a key main body of a selected image, which can achieve the effects of keeping the whole and highlighting individuals to obtain the image effect which accords with expectations.
In order to achieve the above object, the present invention provides a method for selecting an image key subject for enlargement and display, comprising:
reading an original image, and scaling the original image to obtain a display image with the resolution of a self-adaptive operation interface;
selecting at least one key main body to be amplified in the display image, recording the central position coordinate of the key main body, and acquiring the outline comprising the key main body according to the shape of the key main body;
reading a preset amplification template into processing equipment, and scaling the preset amplification template to enable the preset amplification template to be consistent with the resolution of the display image;
reading at least one contour by using a preset amplification template, obtaining the shape of the contour, and obtaining the height and width of the contour;
converting the central position coordinates of the key main body in the display image into the central position coordinates of the corresponding key main body in the original image, and calculating and cutting the height and width of a needed cutting sub-image in the original image according to the height and width of the outline of the key main body and the magnification of the display image;
amplifying the cutting subgraph to ensure that the width and the height of the cutting subgraph are respectively consistent with the width and the height of the corresponding outline;
aligning the cutting sub-graph with the outline, and carrying out image superposition on the preset amplifying template and the cutting sub-graph, wherein an amplifying graph of a key main body is displayed in the preset amplifying template;
the preset magnification template is caused to appear at a specific position of the original image.
Optionally, the number of the preset magnifying templates is multiple, and the number of the contours read by each preset magnifying template is different.
Optionally, when the number of the profiles read by using the preset amplified template is multiple, the profiles are sequentially numbered, and the shape, the height and the width of each profile are obtained.
Optionally, the resolution of the magnification map can be adjusted by the preset magnification template.
Optionally, the preset amplification template is a single-channel gray scale image.
Optionally, the step of performing image superposition on the preset amplification template and the cutting subgraph specifically includes: and superposing the pixel value of the contour and the pixel value of the cutting sub-image by taking the gray value of the contour as a transparent channel value.
Optionally, clicking the key body in the outline by a mouse or a touch screen to select the key body to be enlarged.
Optionally, the number of key bodies is selected by clicking a mouse, clicking a left key increases the number of key bodies, and clicking a right key decreases the number of key bodies.
Optionally, scaling the original image by using a bilinear interpolation method to obtain a display image consistent with the resolution of the operation interface.
Optionally, the cropping sub-graph is amplified by using a bilinear interpolation method.
The invention provides a method for amplifying and displaying a key main body of a selected image, which comprises the steps of selecting the key main body to be amplified, acquiring a contour comprising the key main body according to the shape of the key main body, calculating a cutting sub-image of an original image according to parameter information of the key main body and the contour, aligning the cutting sub-image with the contour, carrying out image superposition on a preset amplifying template and the cutting sub-image, displaying the amplifying image of the key main body in the preset amplifying template, and finally enabling the preset amplifying template to appear at a specific position of the original image to obtain the final image which not only highlights the key main body and displays key main body details but also contains full scenes.
Drawings
FIG. 1 is a step diagram of a method for amplifying and displaying a key main body of a selected image according to an embodiment of the present invention;
FIG. 2 is a schematic diagram of an original image according to an embodiment of the present invention;
FIG. 3 is a schematic diagram of a partially enlarged key body according to an embodiment of the present invention;
fig. 4-6 are schematic diagrams of three different preset enlarged templates according to embodiments of the present invention;
wherein, the reference numerals are as follows:
A. b, C-key body.
Detailed Description
Specific embodiments of the present invention will be described in more detail below with reference to the drawings. The advantages and features of the present invention will become more apparent from the following description. It should be noted that the drawings are in a very simplified form and are all to a non-precise scale, merely for convenience and clarity in aiding in the description of embodiments of the invention.
As shown in fig. 1, and in combination with fig. 2 to 3, the present embodiment provides a method for selecting and displaying a key main body of an image, including:
step S1: reading an original image, and scaling the original image to obtain a display image with the resolution of a self-adaptive operation interface;
step S2: selecting at least one key main body to be amplified in the display image, recording the central position coordinate of the key main body, and acquiring the outline comprising the key main body according to the shape of the key main body;
step S3: reading a preset amplification template into processing equipment, and scaling the preset amplification template to enable the preset amplification template to be consistent with the resolution of the display image;
step S4: reading at least one contour by using the preset amplification template, obtaining the shape of the contour, and obtaining the height and width of the contour;
step S5: converting the central position coordinates of the key main body in the display image into the central position coordinates of the corresponding key main body in the original image, and calculating and cutting the height and width of a needed cutting sub-image in the original image according to the height and width of the outline of the key main body and the magnification of the display image;
step S6: amplifying the cutting subgraph to ensure that the width and the height of the cutting subgraph are respectively consistent with the width and the height of the corresponding outline;
step S7: aligning the cutting sub-graph with the outline, and carrying out image superposition on the preset amplifying template and the cutting sub-graph, wherein an amplifying graph of a key main body is displayed in the preset amplifying template;
step S8: the preset magnification template is caused to appear at a specific position of the original image.
The embodiment provides a method for amplifying and displaying a selected image key main body, which can obtain an image which not only highlights the key main body and displays the details of the key main body figure, but also contains the whole scene figure.
Specifically, step S1 is executed first, please refer to fig. 2, an original image is read, and the original image is scaled to obtain a display image with a resolution of the adaptive operation interface. It should be understood that, according to different operation interfaces, the original image may be scaled to different degrees to adapt to the resolution of the operation interface, so as to obtain a display image with better display effect. The original image is obtained by shooting a large scene dense crowd, for example. It should be understood that the operation interface may be the entire screen of the display device or may be some portion of the screen of the display device, which is not limited in this application.
In this embodiment, the original image is scaled by using the bilinear interpolation method, so as to obtain a display image with the same resolution as the operation interface. Of course, other amplification algorithms, such as nearest neighbor interpolation, bicubic interpolation, etc., may be employed as desired, as this application is not limited in this regard.
And then executing step S2, selecting at least one key main body to be amplified in the display image, recording the central position coordinates of the key main body, and acquiring the outline comprising the key main body according to the shape of the key main body. Specifically, a key subject to be magnified may be selected by a click operation to obtain a partial magnified view. The key subject may be a person, animal or other object that needs to be enlarged, as the application is not limited in this regard. Referring to fig. 3, the A, B, C is a selected person key body, and the outline of the selected person key body is rectangular. It should be appreciated that to facilitate selection of different key subjects, the outline to which the key subjects belong should be adapted, e.g., a lying person and a standing person, the outline shape of which is different.
In this embodiment, the key body in the outline may be clicked by a mouse or a touch screen to select the key body to be enlarged. Meanwhile, it should be understood that, when the clicking operation is specifically performed, the clicking operation may be performed by clicking a certain part or a certain point on a certain key main body, for example, clicking a nose of a person may select the whole person, or batch selecting may be performed by a circle selecting manner, which is not limited in this application.
Further, the number of key main bodies is selected in a clicking mode of a mouse, the number of key main bodies is increased by clicking a left key, and the number of key main bodies is reduced by clicking a right key.
And then executing step S3, reading a preset amplification template into processing equipment, and scaling the preset amplification template to enable the preset amplification template to be consistent with the resolution of the display image. The preset amplification template is designed in advance and then is read into the processing equipment, and can be used for the functions of contour identification, key main body sorting, adjustment of display effects such as resolution of the selected key main body and the like. And scaling the preset amplification template to enable the preset amplification template to be consistent with the resolution of the display image so as to facilitate subsequent image superposition.
In this embodiment, the preset amplifying template is a single-channel gray scale map, so that the pixel value of the amplified display image and the pixel value of the original image are overlapped, and a better display effect is obtained.
And step S4, reading at least one contour by using a preset amplified template, obtaining the shape of the contour, and obtaining the height and the width of the contour. And reading the outline of the key main body to be amplified through the preset amplification template to perform subsequent processing, and acquiring the shape, height and width of the outline.
In this embodiment, the number of the preset amplifying templates is multiple, and the number of the contours read by each preset amplifying template is different. And selecting different contours and amplifying key subjects by selecting different preset amplifying templates to read different contours in the display image. For example, as shown in fig. 4 to 6, fig. 4 to 6 are schematic diagrams of three different preset magnifying templates provided in the embodiment of the present invention, and the number of outlines in fig. 4 to 6 is 1, 2 and 3 respectively. Meanwhile, the preset amplified templates can be numbered according to different numbers of the contours, so that the user can select the preset amplified templates conveniently.
In this embodiment, when the key main body is selected by clicking the mouse, the number of the key main bodies is at least 1, and at most, the number of the most outlines in the preset template. When a plurality of outlines are read from the preset template, the user can be ensured to adjust the central position coordinates of the key main bodies and the sequence of the key main bodies in real time through adding and deleting operations, and the functionality is stronger. For example, referring to fig. 3, the center position and order of key bodies can be adjusted by deleting the a-key body and replacing the B-key body.
In this embodiment, the shapes of the plurality of contours read by the same preset magnification template may be different. It should be appreciated that, because the shapes of the key bodies are different, so are the shapes of the contours, different shapes and numbers of contours can be read by different preset magnification templates. Of course, the different contours in the same preset amplification template can be completely different, can be partially identical or completely identical, and can be selected according to own requirements. As shown in fig. 3, a and B, C are key subjects to be magnified, the 3 contours read in the preset magnified template are the same.
And then, executing step S5, converting the central position coordinates of the key main body in the display image into the central position coordinates of the corresponding key main body in the original image, and calculating and cutting the height and width of the needed cutting subgraph in the original image according to the height and width of the outline of the key main body and the magnification of the display image. Step S5 is to obtain a cropping sub-image corresponding to the selected key subject in the original image, because the resolution of the original image is greater, and the definition of the enlarged image obtained after the processing is better. It should be understood that the central position of the key body may be the same point or different points from the central position of the outline, so the present application scales with the central position coordinates of the key body in the display image to obtain an enlarged view of the key body. The magnification of the display image is also known according to the height and width of the outline to which the key subject belongs, which have been obtained in step S3, and the height and width of the required cropping sub-image in the original image can be calculated by a proportional relationship.
And then, executing a step S6, and amplifying the cutting sub-graph to ensure that the width and the height of the cutting sub-graph are respectively consistent with the width and the height of the corresponding outline. Since the width and the height of the key main body in the display image are inconsistent with those of the corresponding key main body in the original image, the width and the height of the cutting sub-image are respectively consistent with those of the corresponding outline by enlarging the cutting sub-image, so that the expected enlarged image can be obtained. Similarly, the bilinear interpolation method may be used to amplify the cropping sub-graph, and of course, other algorithms may be used to amplify the cropping sub-graph, which is not limited in this application.
And then, executing step S7, aligning the cutting sub-graph with the outline, and carrying out image superposition on the preset enlarged template and the cutting sub-graph, wherein an enlarged graph of the key main body is displayed in the preset enlarged template. In this embodiment, the trimming sub-graph is aligned with the contour, the gray value of the contour is taken as a transparent channel value, the pixel value of the contour is overlapped with the pixel value of the trimming sub-graph, an enlarged graph of the selected key main body is presented in the preset enlarged template, and the display effect of the enlarged graph is changed in an image overlapping manner, so that the key main body is better highlighted.
Finally, step S8 is executed to make the preset enlarged template appear at a specific position of the original image. It should be understood that the specific position refers to a position that does not cover a significant portion of the original image. For example, as shown in fig. 3, an enlarged view of the key main body of the three persons A, B, C is displayed at the upper right corner of the original image, so that the important part in the original image is not blocked, and meanwhile, a partial enlarged view of the key main body can be obtained, and finally, an image which not only highlights the key main body, but also displays the details of the key main body and also contains the full scene person is obtained.
Further, the resolution of the enlarged graph can be adjusted through the preset enlarged template, so that the display effect of the enlarged key main body is improved.
In summary, the embodiment of the invention provides a method for amplifying and displaying a key main body of a selected image, which comprises the steps of selecting the key main body to be amplified, acquiring the outline comprising the key main body according to the shape of the key main body, calculating to obtain a cutting sub-image of an original image according to the parameter information of the key main body and the outline, aligning the cutting sub-image with the outline, carrying out image superposition on the preset amplifying template and the cutting sub-image, displaying the amplifying image of the key main body in the preset amplifying template, and finally, enabling the preset amplifying template to appear at a specific position of the original image to obtain the final image which not only highlights the key main body, but also displays the key main body details and also contains the whole scene.
The foregoing is merely a preferred embodiment of the present invention and is not intended to limit the present invention in any way. Any person skilled in the art will make any equivalent replacement or modification to the technical solution and technical content disclosed in the invention without departing from the technical solution of the invention, and the technical solution and the technical content still belong to the protection shape of the invention.
Claims (10)
1. A method of selecting an image key subject for magnification and display, comprising:
reading an original image, and scaling the original image to obtain a display image with the resolution of a self-adaptive operation interface;
selecting at least one key main body to be amplified in the display image, recording the central position coordinate of the key main body, and acquiring the outline comprising the key main body according to the shape of the key main body;
reading a preset amplification template into processing equipment, and scaling the preset amplification template to enable the preset amplification template to be consistent with the resolution of the display image;
reading at least one contour by using a preset amplification template, obtaining the shape of the contour, and obtaining the height and width of the contour;
converting the central position coordinates of the key main body in the display image into the central position coordinates of the corresponding key main body in the original image, and calculating and cutting the height and width of a needed cutting sub-image in the original image according to the height and width of the outline of the key main body and the magnification of the display image;
amplifying the cutting subgraph to ensure that the width and the height of the cutting subgraph are respectively consistent with the width and the height of the corresponding outline;
aligning the cutting sub-graph with the outline, and carrying out image superposition on the preset amplifying template and the cutting sub-graph, wherein an amplifying graph of a key main body is displayed in the preset amplifying template;
the preset magnification template is caused to appear at a specific position of the original image.
2. The method for selecting an image key body to zoom in and out according to claim 1, wherein the preset zoom-in templates are plural, and the number of the contours read by each preset zoom-in template is different.
3. The method for magnifying and displaying a key body of an image according to claim 2, wherein when the number of the contours read by using a preset magnification template is plural, the contours are sequentially numbered, and the shape, height and width of each contour are obtained.
4. The method for selecting an image key subject for magnification and display as described in claim 1 wherein a resolution of the magnification map can be adjusted by the preset magnification template.
5. The method for selecting an image key body for zooming in and displaying according to claim 1, wherein the preset zooming-in template is a single-channel gray scale map.
6. The method for selecting an image key subject for zooming in and out as set forth in claim 5 wherein the step of image overlaying said preset zoomed-in template and said cropped sub-image comprises: and superposing the pixel value of the contour and the pixel value of the cutting sub-image by taking the gray value of the contour as a transparent channel value.
7. The method of selecting an image key body to zoom in and display according to claim 1, wherein the key body in the outline is clicked by a mouse or a touch screen to select the key body to be zoomed in.
8. The method for amplifying and displaying the key subjects of the selected image according to claim 7, wherein the number of key subjects is selected by clicking a mouse, clicking a left button increases the number of key subjects, and clicking a right button decreases the number of key subjects.
9. The method for selecting a key subject of an image for magnification and display as defined in claim 1 wherein the original image is scaled using a bilinear interpolation method to obtain a display image consistent with the resolution of the operator interface.
10. The method for selecting an image key subject to zoom in and out according to claim 1 wherein the cropped sub-image is zoomed in using a bilinear interpolation method.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010957747.1A CN112037135B (en) | 2020-09-11 | 2020-09-11 | Method for magnifying and displaying selected image key main body |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010957747.1A CN112037135B (en) | 2020-09-11 | 2020-09-11 | Method for magnifying and displaying selected image key main body |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN112037135A CN112037135A (en) | 2020-12-04 |
| CN112037135B true CN112037135B (en) | 2023-06-09 |
Family
ID=73589029
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202010957747.1A Active CN112037135B (en) | 2020-09-11 | 2020-09-11 | Method for magnifying and displaying selected image key main body |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN112037135B (en) |
Families Citing this family (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20230237620A1 (en) * | 2022-01-27 | 2023-07-27 | Sonic Star Global Limited | Image processing system and method for processing image |
| CN115686671A (en) * | 2022-10-27 | 2023-02-03 | 北京城市网邻信息技术有限公司 | Picture loading method and device and storage medium |
Citations (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1254904A (en) * | 1998-11-18 | 2000-05-31 | 株式会社新太吉 | Method and equipment for picking-up/recognizing face |
| CN101316326A (en) * | 2007-06-01 | 2008-12-03 | 株式会社其恩斯 | Magnification observation apparatus and method for photographing magnified image |
| CN101354743A (en) * | 2007-08-09 | 2009-01-28 | 湖北莲花山计算机视觉和信息科学研究院 | Image base for human face image synthesis |
| CN101726963A (en) * | 2008-10-28 | 2010-06-09 | 华硕电脑股份有限公司 | Method for identifying dimension form of shot subject |
| CN103119609A (en) * | 2012-09-27 | 2013-05-22 | 华为技术有限公司 | Method and device for determining video foreground main image area |
| CN103324812A (en) * | 2013-07-10 | 2013-09-25 | 中国科学院国家天文台 | Method for simulating space astronomy cosmic ray observation image |
| CN103745439A (en) * | 2013-12-31 | 2014-04-23 | 华为技术有限公司 | Method and device for amplifying image |
| CN103903241A (en) * | 2014-04-03 | 2014-07-02 | 浙江师范大学 | Image super-resolution method based on sample with adjacent sides |
| CN105260986A (en) * | 2015-10-13 | 2016-01-20 | 武汉大学 | Anti-fuzzy image amplification method |
| CN105674893A (en) * | 2016-03-18 | 2016-06-15 | 广东工业大学 | Absolute grating scale and measuring method based on CMOS image sensor |
| CN105872381A (en) * | 2016-04-29 | 2016-08-17 | 潘成军 | Interesting image shooting method |
| CN107292948A (en) * | 2016-04-12 | 2017-10-24 | 香港理工大学 | A kind of human body modeling method, device and electronic equipment |
| CN111149101A (en) * | 2019-12-27 | 2020-05-12 | 威创集团股份有限公司 | Target pattern searching method and computer readable storage medium |
-
2020
- 2020-09-11 CN CN202010957747.1A patent/CN112037135B/en active Active
Patent Citations (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1254904A (en) * | 1998-11-18 | 2000-05-31 | 株式会社新太吉 | Method and equipment for picking-up/recognizing face |
| CN101316326A (en) * | 2007-06-01 | 2008-12-03 | 株式会社其恩斯 | Magnification observation apparatus and method for photographing magnified image |
| CN101354743A (en) * | 2007-08-09 | 2009-01-28 | 湖北莲花山计算机视觉和信息科学研究院 | Image base for human face image synthesis |
| CN101726963A (en) * | 2008-10-28 | 2010-06-09 | 华硕电脑股份有限公司 | Method for identifying dimension form of shot subject |
| CN103119609A (en) * | 2012-09-27 | 2013-05-22 | 华为技术有限公司 | Method and device for determining video foreground main image area |
| CN103324812A (en) * | 2013-07-10 | 2013-09-25 | 中国科学院国家天文台 | Method for simulating space astronomy cosmic ray observation image |
| CN103745439A (en) * | 2013-12-31 | 2014-04-23 | 华为技术有限公司 | Method and device for amplifying image |
| CN103903241A (en) * | 2014-04-03 | 2014-07-02 | 浙江师范大学 | Image super-resolution method based on sample with adjacent sides |
| CN105260986A (en) * | 2015-10-13 | 2016-01-20 | 武汉大学 | Anti-fuzzy image amplification method |
| CN105674893A (en) * | 2016-03-18 | 2016-06-15 | 广东工业大学 | Absolute grating scale and measuring method based on CMOS image sensor |
| CN107292948A (en) * | 2016-04-12 | 2017-10-24 | 香港理工大学 | A kind of human body modeling method, device and electronic equipment |
| CN105872381A (en) * | 2016-04-29 | 2016-08-17 | 潘成军 | Interesting image shooting method |
| CN111149101A (en) * | 2019-12-27 | 2020-05-12 | 威创集团股份有限公司 | Target pattern searching method and computer readable storage medium |
Non-Patent Citations (1)
| Title |
|---|
| 基于SC-HOG目标检测的图像局部内容放大方法;孙英皓 等;《计算机工程与应用》;159-163 * |
Also Published As
| Publication number | Publication date |
|---|---|
| CN112037135A (en) | 2020-12-04 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US8180180B2 (en) | Method for magnifying images and videos | |
| US8400473B2 (en) | Multi-operator media retargeting | |
| US8339420B2 (en) | Method and apparatus for producing size-appropriate images to be displayed by an electronic device with a small display area | |
| JP3189870B2 (en) | Image processing device | |
| CN112037135B (en) | Method for magnifying and displaying selected image key main body | |
| CN109859098A (en) | Facial image fusion method, device, computer equipment and readable storage medium storing program for executing | |
| US20130016246A1 (en) | Image processing device and electronic apparatus | |
| JP5644461B2 (en) | Image processing apparatus and program | |
| JP2009080573A (en) | Display method | |
| KR20150106330A (en) | Image display apparatus and image display method | |
| JP4872396B2 (en) | Image editing apparatus, image editing method, and image editing program | |
| CN114298900A (en) | Image super-resolution method and electronic equipment | |
| US8891836B2 (en) | Stripe pattern image analysis device, stripe pattern image analysis method, and program thereof | |
| JP6091727B1 (en) | Image processing apparatus, image processing method, and program | |
| JP3411971B2 (en) | Human image extraction device | |
| JP2015176251A (en) | Image processing apparatus and image processing method | |
| US20150206282A1 (en) | Image processing device, image processing method, and image processing program | |
| KR102374022B1 (en) | Apparatus and method of processing images | |
| US8405681B2 (en) | Image comparison by asymmetric dynamic warping | |
| JP5042251B2 (en) | Image processing apparatus and image processing method | |
| JP3223384B2 (en) | Pattern matching device for grayscale images | |
| JPH10108003A (en) | Image compositing device and image compositing method | |
| CN113052166A (en) | Pathological image display method and device | |
| JP5484038B2 (en) | Image processing apparatus and control method thereof | |
| CN112132085A (en) | Image processing method and electronic equipment |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| CB02 | Change of applicant information | ||
| CB02 | Change of applicant information |
Address after: Room 305, Block E, 492 Anhua Road, Changning District, Shanghai 200050 Applicant after: Shanghai Tong Guan Intelligent Technology Co.,Ltd. Applicant after: Anhui aiguan Vision Technology Co.,Ltd. Address before: Room 305, Block E, 492 Anhua Road, Changning District, Shanghai 200050 Applicant before: Shanghai Tong Guan Intelligent Technology Co.,Ltd. Applicant before: SHANGHAI EYEVOLUTION TECHNOLOGY Co.,Ltd. |
|
| GR01 | Patent grant | ||
| GR01 | Patent grant |