Tencent technology (shenzhen) company limited (20240249503). IMAGE PROCESSING METHOD AND RELATED APPARATUS simplified abstract

IMAGE PROCESSING METHOD AND RELATED APPARATUS

Organization Name

tencent technology (shenzhen) company limited

Inventor(s)

Xinghua Jiang of Shenzhen (CN)

Hao Liu of Shenzhen (CN)

Xin Li of Shenzhen (CN)

Deqiang Jiang of Shenzhen (CN)

IMAGE PROCESSING METHOD AND RELATED APPARATUS - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240249503 titled 'IMAGE PROCESSING METHOD AND RELATED APPARATUS

The patent application describes an image processing method and apparatus that involves vectorizing an image, performing feature mapping, feature fusion, and category prediction to classify the image.

• Vectorization of the image to obtain an image representation vector.
• Feature mapping on the image representation vector to extract global and local features.
• Fusion of global and local features to obtain a fused feature for the image.
• Category prediction using a classification module based on the fused feature.
• Obtaining a classification result for the processed image.

Potential Applications: This technology can be used in image classification systems, object recognition, and content-based image retrieval.

Problems Solved: The method addresses the challenge of accurately classifying images by extracting both global and local features for better classification results.

Benefits: Improved accuracy in image classification, enhanced object recognition capabilities, and more efficient content-based image retrieval.

Commercial Applications: Title: Advanced Image Classification Technology for Enhanced Object Recognition This technology can be applied in security systems, autonomous vehicles, medical imaging, and e-commerce platforms for improved image analysis and classification.

Questions about Image Processing Technology: 1. How does this method improve image classification accuracy?

  - This method enhances accuracy by extracting both global and local features from images for more precise classification results.

2. What are the potential applications of this image processing technology?

  - The technology can be used in various fields such as security, healthcare, and e-commerce for image analysis and classification purposes.

Original Abstract Submitted

disclosed in this application is an image processing method and a related apparatus. the method includes performing vectorization on a to-be-processed image, to obtain an image representation vector; performing feature mapping on the image representation vector to obtain an image feature, including: performing, at a same network layer of a network block, global feature mapping on input content to obtain a global feature, and performing local feature mapping on the input content to obtain a local feature, the input content being obtained based on the image representation vector; performing feature fusion on the global feature and the local feature to obtain a fused feature; obtaining an image feature based on the fused feature; and performing category prediction by using a classification module in the image classification model based on the image feature, to obtain a classification result of the to-be-processed image.