most citedSkin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting

180 citations

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cs.CV2019★ 180 cited

Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting

Nils Gessert, Thilo Sentker, Frederic Madesta +5

Objective: This work addresses two key problems of skin lesion classification. The first problem is the effective use of high-resolution images with pretrained standard architectur…

cs.CV2014

New Algorithmic Approaches to Point Constellation Recognition

Thomas Bourgeat, Julien Bringer, Herve Chabanne +7

Point constellation recognition is a common problem with many pattern matching applications. Whilst useful in many contexts, this work is mainly motivated by fingerprint matching.…