5 papers
Low-light Image Enhancement with Retinex Decomposition in Latent Space
Bolun Zheng, Qingshan Lei, Quan Chen +4
Retinex theory provides a principled foundation for low-light image enhancement, inspiring numerous learning-based methods that integrate its principles. However, existing methods…
Salient Object Detection in Complex Weather Conditions via Noise Indicators
Quan Chen, Xiaokai Yang, Tingyu Wang +4
Salient object detection (SOD), a foundational task in computer vision, has advanced from single-modal to multi-modal paradigms to enhance generalization. However, most existing SO…
WXSOD: A Benchmark for Robust Salient Object Detection in Adverse Weather Conditions
Quan Chen, Xiong Yang, Bolun Zheng +5
Salient object detection (SOD) in complex environments remains a challenging research topic. Most existing methods perform well in natural scenes with negligible noise, and tend to…
VGNC: Reducing the Overfitting of Sparse-view 3DGS via Validation-guided Gaussian Number Control
Lifeng Lin, Rongfeng Lu, Quan Chen +5
Sparse-view 3D reconstruction is a fundamental yet challenging task in practical 3D reconstruction applications. Recently, many methods based on the 3D Gaussian Splatting (3DGS) fr…
Scale-adaptive UAV Geo-localization via Height-aware Partition Learning
Quan Chen, Tingyu Wang, Rongfeng Lu +3
UAV Geo-Localization faces significant challenges due to the drastic appearance discrepancy between dronecaptured images and satellite views. Existing methods typically assume a co…