Bin Yan

SA-DeepLab: Enhancing DeepLabV3+ with Pixel-Wise Switchable Atrous Convolution for Adaptive Multi-Scale Semantic Segmentation

Semantic segmentation assigns a semantic label to every pixel in an image, which is a fundamental task in computer vision with applications such as autonomous driving and medical imaging. Existing segmentation methods, whether CNN-based or transformer-based, both have limitations: the former are constrained by fixed di...