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Open access Sep 2026

Learnable Frequency-Domain Attention with Deep Supervision for Accurate Skin Lesion Segmentation and Diagnosis

A Swin Transformer framework enhanced with a novel Frequency-Aware Multi-Scale Cross-Scale Attention module, named FreqMSCSAM-SwinSegNet, which offers a robust and practical solution for clinical skin lesion segmentation, with the potential to improve diagnostic accuracy and early melanoma detection.

M. Akram, Sadiq Ahmad, N. N. Qadri et al. · 0 citations
Open access Sep 2026

MambaAdapt: Joint Descriptor–Alignment Learning with Mamba–Transformer Fusion for Robust Long-Term VPR

Visual place recognition (VPR) is one of the important enabling technologies in localization and mapping for intelligent transportation systems (ITSs). Long-term VPR is challenging even with descriptors extracted exclusively for the discrimination of position, especially when there is a significant change in illuminati...

Muhammad Fahad, Di He, Wen-Xian Yu et al. · 0 citations

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