4 papers
Dual-Correlation Hypergraph Network for Unaligned RGBT Video Object Detection and A Large-scale Benchmark
Qishun Wang, Yapeng Li, Bin Luo +2
RGB-Thermal (RGBT) Video Object Detection (VOD) has gained significant traction due to its ability to overcome the limitations of conventional RGB-based VOD under challenging condi…
SPT: Sparse Proxy Attention for Dual-stream Point Transformer
Jiaxu Wan, Hong Zhang, Ziqi He +4
Point transformers have demonstrated remarkable progress in 3D understanding through expanded receptive fields (RF), but further expanding the RF leads to dilution in group attenti…
Mixture of Scale Experts for Alignment-free RGBT Video Object Detection and A Unified Benchmark
Qishun Wang, Zhengzheng Tu, Kunpeng Wang +2
Existing RGB-Thermal Video Object Detection (RGBT VOD) methods predominantly rely on the manual alignment of image pairs, that is both labor-intensive and time-consuming. This depe…
Multimodal Spatio-temporal Graph Learning for Alignment-free RGBT Video Object Detection
Qishun Wang, Zhengzheng Tu, Chenglong Li +1
RGB-Thermal Video Object Detection (RGBT VOD) can address the limitation of traditional RGB-based VOD in challenging lighting conditions, making it more practical and effective in…