2 papers
cs.CV2025
A Novel Downsampling Strategy Based on Information Complementarity for Medical Image Segmentation
Wenbo Yue, Chang Li, Guoping Xu
In convolutional neural networks (CNNs), downsampling operations are crucial to model performance. Although traditional downsampling methods (such as maximum pooling and cross-row…
eess.IV2024
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation
Guoping Xu, Ximing Wu, Wentao Liao +3
Accurately segmenting lesions in ultrasound images is challenging due to the difficulty in distinguishing boundaries between lesions and surrounding tissues. While deep learning ha…