Simulation of computer image recognition technology based on image feature extraction

Soft Computing - Tập 27 - Trang 10167-10176 - 2023
Weiqiang Ying1, Lingyan Zhang1, Shijian Luo1, Cheng Yao1, Fangtian Ying1
1Zhejiang University, Hangzhou, China

Tóm tắt

Humans have the ability to quickly identify their own environment, understand, judge and analyze it, which is one of the important reasons why human beings can survive in nature for a long time and gradually develop it into a prosperous society today. The key to human's ability to perceive and understand the environment lies in the ability to accurately find and identify objects, understand and describe visual scenes, and even express emotions on this basis. And if computers can realize automatic and accurate image recognition, and even understand the semantics of images correctly, it will surely improve and facilitate human life. Based on this, the author integrated and optimized the computer image recognition system and applied it in this paper. The core technology of the system is to improve the image algorithm, which can complete the training, testing and classification of target images. The experimental data are available. Choosing this algorithm to improve the learning and training of the data generated by the original image processing is more effective than directly training the original image.

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