Cheng He

Local Feature Enhancement of dino.txt for Training-Free Open-Vocabulary Semantic Segmentation.

Open-vocabulary semantic segmentation aims to establish dense pixel-wise correspondences between images and open-ended semantic categories. While most existing methods build upon CLIP's image-text alignment capability, they require substantial architectural modifications to adapt image-level understanding to pixel-leve...