most citedDACB-Net: Dual Attention Guided Compact Bilinear Convolution Neural Network for Skin Disease Classification

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cs.CV2024★ 1 cited

DACB-Net: Dual Attention Guided Compact Bilinear Convolution Neural Network for Skin Disease Classification

Belal Ahmad, Mohd Usama, Tanvir Ahmad +3

This paper introduces the three-branch Dual Attention-Guided Compact Bilinear CNN (DACB-Net) by focusing on learning from disease-specific regions to enhance accuracy and alignment…

cs.CV2024

Bilinear-Convolutional Neural Network Using a Matrix Similarity-based Joint Loss Function for Skin Disease Classification

Belal Ahmad, Mohd Usama, Tanvir Ahmad +3

In this study, we proposed a model for skin disease classification using a Bilinear Convolutional Neural Network (BCNN) with a Constrained Triplet Network (CTN). BCNN can capture r…