Research on pattern recognition and retrieval of reliance based on deep learning

Chunxia Zhang; Guoyun Zhang

doi:10.1117/12.2671521

28 April 2023 Research on pattern recognition and retrieval of reliance based on deep learning

Chunxia Zhang, Guoyun Zhang

Proceedings Volume 12610, Third International Conference on Artificial Intelligence and Computer Engineering (ICAICE 2022); 126103F (2023) https://doi.org/10.1117/12.2671521
Event: Third International Conference on Artificial Intelligence and Computer Engineering (ICAICE 2022), 2022, Wuhan, China

Abstract

With the rapid development of computer vision technology in the field of visual fashion, more and more people pay attention to the research on the "reliance" pattern of drama clothing. At present, in the field of clothing image display, research mainly focuses on clothing image recognition, key point detection, clothing recommendation, retrieval and matching. These studies can provide decision support for the design, production, display, sales and other links of drama costumes and bring a new display experience. However, in the realistic application scenarios of clothing "reliance" images, we still face challenges brought by changes in clothing style, materials, cutting, pattern composition and combination methods, which make the effects in recognition, positioning, recommendation and other applications continuously improved through experiments. The method based on depth learning in this paper focuses on clothing "reliance" pattern recognition, key point detection, clothing retrieval and other tasks.

Citation Download Citation

Chunxia Zhang and Guoyun Zhang "Research on pattern recognition and retrieval of reliance based on deep learning", Proc. SPIE 12610, Third International Conference on Artificial Intelligence and Computer Engineering (ICAICE 2022), 126103F (28 April 2023); https://doi.org/10.1117/12.2671521

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KEYWORDS

Education and training

Object detection

Feature extraction

Image retrieval

Pattern recognition

RGB color model

Deep learning

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