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cs.CV2025

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…

cs.CV2025

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…

cs.CV2025

DepthDark: Robust Monocular Depth Estimation for Low-Light Environments

Longjian Zeng, Zunjie Zhu, Rongfeng Lu +4

In recent years, foundation models for monocular depth estimation have received increasing attention. Current methods mainly address typical daylight conditions, but their effectiv…

cs.CV2025

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…

cs.CV2024

SDPL: Shifting-Dense Partition Learning for UAV-View Geo-Localization

Quan Chen, Tingyu Wang, Zihao Yang +5

Cross-view geo-localization aims to match images of the same target from different platforms, e.g., drone and satellite. It is a challenging task due to the changing appearance of…