Web: http://arxiv.org/abs/2201.11898

Jan. 31, 2022, 2:10 a.m. | Xulu Zhang (1), Zhenqun Yang (2), Hao Tian (1), Qing Li (3), Xiaoyong Wei (1 and 3) ((1) Sichuan University, (2) Chinese University of Hong Kong, (3)

cs.CV updates on arXiv.org arxiv.org

Deep learning became the game changer for image retrieval soon after it was
introduced. It promotes the feature extraction (by representation learning) as
the core of image retrieval, with the relevance/matching evaluation being
degenerated into simple similarity metrics. In many applications, we need the
matching evidence to be indicated rather than just have the ranked list (e.g.,
the locations of the target proteins/cells/lesions in medical images). It is
like the matched words need to be highlighted in search engines. However, …

arxiv cv indicative learning retrieval

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