4 papers
Benchmarking Endoscopic Surgical Image Restoration and Beyond
Jialun Pei, Diandian Guo, Donghui Yang +5
In endoscopic surgery, a clear and high-quality visual field is critical for surgeons to make accurate intraoperative decisions. However, persistent visual degradation, including s…
Bilevel Layer-Positioning LoRA for Real Image Dehazing
Yan Zhang, Long Ma, Yuxin Feng +3
Learning-based real image dehazing methods have achieved notable progress, yet they still face adaptation challenges in diverse real haze scenes. These challenges mainly stem from…
CoA: Towards Real Image Dehazing via Compression-and-Adaptation
Long Ma, Yuxin Feng, Yan Zhang +5
Learning-based image dehazing algorithms have shown remarkable success in synthetic domains. However, real image dehazing is still in suspense due to computational resource constra…
FrustumFusionNets: A Three-Dimensional Object Detection Network Based on Tractor Road Scene
Lili Yang, Mengshuai Chang, Xiao Guo +3
To address the issues of the existing frustum-based methods' underutilization of image information in road three-dimensional object detection as well as the lack of research on agr…