Content-based image aesthetic quality improvement method
An image aesthetics, image technology, applied in image data processing, graphic image conversion, instruments and other directions
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment
[0053] The content-based image aesthetic quality improvement method of this embodiment includes the following steps:
[0054] S1 image content perception recognition, the process is as follows figure 1 shown:
[0055] S1.1 collects four categories of image photos from the Internet, namely images of faces, buildings, night scenes and other categories, each category has 10,000 images, and forms the images into a training set; the other categories of images The images are images other than faces, buildings, and night scenes;
[0056] S1.2 Extract the SIFT feature (Scale-invariant feature transform) of each image in the training set, and send it to a multi-class SVM (SupportVectorMachine) support vector machine for training, and obtain the interface model of four categories of images;
[0057] S1.3 sends the image to be adjusted into the interface model of the four major categories of images obtained in step S1.2, and obtains its corresponding category output:
[0058] S2 perfo...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com