Multi-instance learning for skin biopsy image features recognition

  title={Multi-instance learning for skin biopsy image features recognition},
  author={Gang Zhang and Xiangyang Shu and Zhaohui Liang and Yunting Liang and Shuyi Chen and Jian Yin},
  journal={2012 IEEE International Conference on Bioinformatics and Biomedicine},
In this paper, a multi-instance learning framework is introduced to solve the problem of skin biopsy image features recognition. Previously reported methods for skin surface images were mostly based on color features extraction. They are incapable to be directly applied to skin biopsy image features recognition because biopsy images are often dyed and have obvious inner structures with different textures. Therefore, we regard skin biopsy images as multi-instance samples, whose instances are… CONTINUE READING
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