3 papers
cs.CV2025
EDMB: Edge Detector with Mamba
Yachuan Li, Xavier Soria Poma, Yun Bai +4
Transformer-based models have made significant progress in edge detection, but their high computational cost is prohibitive. Recently, vision Mamba have shown excellent ability in…
cs.CV2024
A new baseline for edge detection: Make Encoder-Decoder great again
Yachuan Li, Xavier Soria Pomab, Yongke Xi +5
The performance of deep learning based edge detector has far exceeded that of humans, but the huge computational cost and complex training strategy hinder its further development a…
cs.CV2023
Compact Twice Fusion Network for Edge Detection
Yachuan Li, Zongmin Li, Xavier Soria P. +5
The significance of multi-scale features has been gradually recognized by the edge detection community. However, the fusion of multi-scale features increases the complexity of the…