Research on computer vision in object detection

Xiang Wei; Youli Ren; Mian Huang

doi:10.1117/12.2671590

1 June 2023 Research on computer vision in object detection

Xiang Wei, Youli Ren, Mian Huang

Proceedings Volume 12625, International Conference on Mathematics, Modeling, and Computer Science (MMCS2022); 1262537 (2023) https://doi.org/10.1117/12.2671590
Event: International Conference on Mathematics, Modeling and Computer Science (MMCS2022),, 2022, Wuhan, China

Abstract

Object detection is a hot topic in the field of machine vision. In the innovation and development of modern technology, the integration of machine learning, pattern recognition, image processing and other multidisciplinary knowledge can effectively solve the image problem. In computer vision and digital image processing technology in the development of innovation, target detection theory research and practical application has achieved excellent results, although there are many problems need to solve, but a lot of new technology and new method has yet to be developed, so countries scholars gradually strengthen the scientific research strength, strong adaptability are put forword technique, high precision and good robustness. In this paper, based on the understanding of the research status of object detection, according to the basic theory of image processing, the application of computer vision in object detection is analyzed. The final experimental results show that shadow detection, image enhancement and filtering methods can effectively improve the application effect.

Citation Download Citation

Xiang Wei, Youli Ren, and Mian Huang "Research on computer vision in object detection", Proc. SPIE 12625, International Conference on Mathematics, Modeling, and Computer Science (MMCS2022), 1262537 (1 June 2023); https://doi.org/10.1117/12.2671590

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