233 citations · 693 across the 45 of their papers we have counts for
6 papers · 1 filter
Factorization Vision Transformer: Modeling Long Range Dependency with Local Window Cost
Haolin Qin, Daquan Zhou, Tingfa Xu +2
Transformers have astounding representational power but typically consume considerable computation which is quadratic with image resolution. The prevailing Swin transformer reduces…
BACTrack: Building Appearance Collection for Aerial Tracking
Xincong Liu, Tingfa Xu, Ying Wang +4
Siamese network-based trackers have shown remarkable success in aerial tracking. Most previous works, however, usually perform template matching only between the initial template a…
Spectrum-driven Mixed-frequency Network for Hyperspectral Salient Object Detection
Peifu Liu, Tingfa Xu, Huan Chen +3
Hyperspectral salient object detection (HSOD) aims to detect spectrally salient objects in hyperspectral images (HSIs). However, existing methods inadequately utilize spectral info…
Spectral-wise Implicit Neural Representation for Hyperspectral Image Reconstruction
Huan Chen, Wangcai Zhao, Tingfa Xu +3
Coded Aperture Snapshot Spectral Imaging (CASSI) reconstruction aims to recover the 3D spatial-spectral signal from 2D measurement. Existing methods for reconstructing Hyperspectra…
Sample-adaptive Augmentation for Point Cloud Recognition Against Real-world Corruptions
Jie Wang, Lihe Ding, Tingfa Xu +4
Robust 3D perception under corruption has become an essential task for the realm of 3D vision. While current data augmentation techniques usually perform random transformations on…
RDFNet: Regional Dynamic FISTA-Net for Spectral Snapshot Compressive Imaging
Shiyun Zhou, Tingfa Xu, Shaocong Dong +1
Deep convolutional neural networks have recently shown promising results in compressive spectral reconstruction. Previous methods, however, usually adopt a single mapping function…