3 papers
cs.CV2025
TAPIP3D: Tracking Any Point in Persistent 3D Geometry
Bowei Zhang, Lei Ke, Adam W. Harley +1
We introduce TAPIP3D, a novel approach for long-term 3D point tracking in monocular RGB and RGB-D videos. TAPIP3D represents videos as camera-stabilized spatio-temporal feature clo…
cs.CV2025
A Lightweight Convolution and Vision Transformer integrated model with Multi-scale Self-attention Mechanism
Yi Zhang, Lingxiao Wei, Bowei Zhang +3
Vision Transformer (ViT) has prevailed in computer vision tasks due to its strong long-range dependency modelling ability. \textcolor{blue}{However, its large model size and weak l…
cs.CV2025
MSCViT: A Small-size ViT architecture with Multi-Scale Self-Attention Mechanism for Tiny Datasets
Bowei Zhang, Yi Zhang
Vision Transformer (ViT) has demonstrated significant potential in various vision tasks due to its strong ability in modelling long-range dependencies. However, such success is lar…