notesum.ai

Published at November 26

TAFM-Net: A Novel Approach to Skin Lesion Segmentation Using Transformer Attention and Focal Modulation

eess.IV

cs.CV

Released Date: November 26, 2024

Authors: Tariq M Khan¹, Dawn Lin¹, Shahzaib Iqbal², Eirk Meijering

Aff.: ¹School of Computer Science and Engineering, UNSW, Sydney, Australia; ²Department of Computing, Abasyn University Islamabad Campus, Islamabad, Pakistan

Arxiv: http://arxiv.org/abs/2411.17556v1

Dataset	Number of Images			Resolution
Dataset	Train	Validation	Test	Resolution
ISIC2016	900	NA	379	679 $\times$ 453–6,748 $\times$ 4,499
ISIC2017	2,000	NA	600	679 $\times$ 453–6,748 $\times$ 4,499
ISIC2018	2,594	100	1,000	679 $\times$ 453–6,748 $\times$ 4,499
PH2	200	NA	NA	768 $\times$ 560