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cs.CV2025★ 1 cited
TransGUNet: Transformer Meets Graph-based Skip Connection for Medical Image Segmentation
Ju-Hyeon Nam, Nur Suriza Syazwany, Sang-Chul Lee
Skip connection engineering is primarily employed to address the semantic gap between the encoder and decoder, while also integrating global dependencies to understand the relation…
cs.CV2023
Local Feature Extraction from Salient Regions by Feature Map Transformation
Yerim Jung, Nur Suriza Syazwany Binti Ahmad Nizam, Sang-Chul Lee
Local feature matching is essential for many applications, such as localization and 3D reconstruction. However, it is challenging to match feature points accurately in various came…