Unlock instant, AI-driven research and patent intelligence for your innovation.

Image processing method and device, computer equipment and storage medium

An image processing and image technology, applied in the field of image processing, can solve problems that affect user experience, skewed shooting angle, and not the best display effect, so as to achieve the effect of improving user experience and good display effect

Active Publication Date: 2020-01-03
BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD
View PDF12 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, when the shooting angles of all the optional images under the POI are very skewed, the shooting angles of the selected images are still skewed, and the display effect is not optimal, which affects the user experience

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Image processing method and device, computer equipment and storage medium
  • Image processing method and device, computer equipment and storage medium
  • Image processing method and device, computer equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0027] figure 1 It is a flow chart of the image processing method provided by Embodiment 1 of the present invention. This embodiment is applicable to the situation of selecting POI header images in map products. The method can be executed by an image processing device, which can be implemented by software and / or hardware Generally, it can be integrated in a computer device with computing and processing functions such as a server. Such as figure 1 As shown, the method specifically includes:

[0028] S110, acquire the image to be displayed of the POI.

[0029] Wherein, the image to be displayed of the POI in this embodiment refers to the image selected as the header image of the POI from all the available images of the POI according to the existing POI header image selection method. The embodiment of the present invention does not limit the specific method for selecting the POI header image.

[0030] S120, inputting the image to be displayed into a pre-trained image processi...

Embodiment 2

[0045] figure 2 It is a flow chart of the image processing method provided in Embodiment 2 of the present invention. This embodiment provides an implementation manner of an image processing model training process on the basis of the foregoing embodiments. Such as figure 2 As shown, the method specifically includes:

[0046] S210. Acquire a preset number of POI images collected by at least one user and shooting parameters thereof as training samples, wherein the shooting parameters include shooting angles.

[0047]Wherein, an appropriate amount of sample data may be obtained according to actual needs. Specifically, POI images and shooting parameters collected by crowdsourcing gold panning users can be used to obtain shooting angles when the images are shot. Each sample data includes: POI images and corresponding shooting parameters.

[0048] S220. Divide the image feature space into a constant attribute feature space and a variable attribute feature space.

[0049] S230....

Embodiment 3

[0064] Figure 4 is a schematic structural diagram of the image processing device provided in Embodiment 3 of the present invention, as shown in Figure 4 As shown, the device includes:

[0065] Image acquisition module 410, for acquiring the image to be displayed of POI;

[0066] An image processing module 420, configured to input the image to be displayed into a pre-trained image processing model, so as to generate an image suitable for displaying the best shooting angle;

[0067] The image display module 430 is configured to use the image output by the image processing model as the final display image of the POI.

[0068] Optionally, the image processing module 420 includes:

[0069] A first mapping unit, configured to map the invariant attributes of the image to be displayed to an invariant attribute feature space;

[0070] A second mapping unit, configured to map the shooting angle of the image to be displayed to a variable attribute feature space, and transform the s...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

Embodiments of the invention disclose an image processing method and device, computer equipment and a storage medium. The image processing method comprises the steps of obtaining a to-be-displayed image of a POI; inputting the to-be-displayed image into a pre-trained image processing model to generate an image with an optimal shooting angle suitable for display; and taking an image output by the image processing model as a final display image of the POI. According to the embodiment of the invention, the image processing model is used for generating the image with the optimal shooting angle according to the image with the relatively deviated shooting angle, so that a relatively good display effect can be obtained for POI image display, and the user experience is improved.

Description

technical field [0001] Embodiments of the present invention relate to image processing technologies, and in particular, to an image processing method, device, computer equipment, and storage medium. Background technique [0002] Maps have become one of the most important references for people to make decisions before travel. There are many images under a POI (Point of Interest), and there are many sources of images, such as those contributed by users, collected in the field, and obtained on the Internet. There are also many types of images, such as the facade outside the store, the environment inside the store, dishes, services, etc. Therefore, the shooting angles of these images are very inconsistent. On the interactive interface of the mobile phone, at most one image can be displayed on the details page of a POI, which is called the header image. This header image is located at the top of the details page and is the direct entrance of the POI expression, providing users w...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): H04M1/725H04M1/72439
CPCH04M1/72439
Inventor 刘慧吴云鹏王洪志肖乾隆
Owner BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD