3 papers
cs.AI2026
ExPhy: A Benchmark for Explicit Physical Property Learning in Multi-Object Trajectory Forecasting
Rui Wang, Yeteng Wu, Xianlin Zhang +1
Understanding object dynamics requires not only predicting future trajectories but also examining whether a model captures the physical properties that govern motion. However, exis…
cs.CV2023
Temporal Consistent Automatic Video Colorization via Semantic Correspondence
Yu Zhang, Siqi Chen, Mingdao Wang +4
Video colorization task has recently attracted wide attention. Recent methods mainly work on the temporal consistency in adjacent frames or frames with small interval. However, it…
cs.CV2023
Exemplar-based Video Colorization with Long-term Spatiotemporal Dependency
Siqi Chen, Xueming Li, Xianlin Zhang +4
Exemplar-based video colorization is an essential technique for applications like old movie restoration. Although recent methods perform well in still scenes or scenes with regular…