Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey

1 code implementation • 2 May 2024 • Guoping Xu, Xiaxia Wang, Xinglong Wu, Xuesong Leng, Yongchao Xu

Deep learning has made significant progress in computer vision, specifically in image classification, object detection, and semantic segmentation.

LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation

2 code implementations • 19 Jul 2021 • Guoping Xu, Xingrong Wu, Xuan Zhang, Xinwei He

Medical image segmentation plays an essential role in developing computer-assisted diagnosis and therapy systems, yet still faces many challenges.

Decoder Image Segmentation +3