2 papers
eess.IV2025
TKwinFormer: Top k Window Attention in Vision Transformers for Feature Matching
Yun Liao, Yide Di, Hao Zhou +5
Local feature matching remains a challenging task, primarily due to difficulties in matching sparse keypoints and low-texture regions. The key to solving this problem lies in effec…
cs.CV2025
UFM: Unified Feature Matching Pre-training with Multi-Modal Image Assistants
Yide Di, Yun Liao, Hao Zhou +4
Image feature matching, a foundational task in computer vision, remains challenging for multimodal image applications, often necessitating intricate training on specific datasets.…