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cs.CV2026

RRTrack: Robust and Recoverable Object 6D Pose Tracking for Dynamic Scenes

Junyue Li, Ye Zheng, Yifan Chen +2

Robust object 6D pose tracking is critical for robotic systems operating in dynamic and occluded scenes. Per-frame estimators are accurate but computationally expensive, while curr…

cs.CV2026

Compressive sensing inspired self-supervised single-pixel imaging

Jijun Lu, Yifan Chen, Libang Chen +5

Single-pixel imaging (SPI) is a promising imaging modality with distinctive advantages in strongly perturbed environments. Existing SPI methods lack physical sparsity constraints a…

cs.CV2026

Advancing Visual Reliability: Color-Accurate Underwater Image Enhancement for Real-Time Underwater Missions

Yiqiang Zhou, Yifan Chen, Zhe Sun +3

Underwater image enhancement plays a crucial role in providing reliable visual information for underwater platforms, since strong absorption and scattering in water-related environ…

cs.CV2026

Mitigating Long-Tail Bias in HOI Detection via Adaptive Diversity Cache

Yuqiu Jiang, Xiaozhen Qiao, Yifan Chen +3

Human-Object Interaction (HOI) detection is a fundamental task in computer vision, empowering machines to comprehend human-object relationships in diverse real-world scenarios. Rec…

cs.CV2025

A Generative Data Framework with Authentic Supervision for Underwater Image Restoration and Enhancement

Yufeng Tian, Yifan Chen, Zhe Sun +5

Underwater image restoration and enhancement are crucial for correcting color distortion and restoring image details, thereby establishing a fundamental basis for subsequent underw…

cs.CV2024

ComKD-CLIP: Comprehensive Knowledge Distillation for Contrastive Language-Image Pre-traning Model

Yifan Chen, Xiaozhen Qiao, Zhe Sun +1

Contrastive Language-Image Pre-training (CLIP) models excel in integrating semantic information between images and text through contrastive learning techniques. It has achieved rem…