Delta: Dense Efficient Long-Range 3D tracking for any video
Tuan Duc Ngo, Peiye Zhuang, Evangelos Kalogerakis, Chuang Gan, Sergey Tulyakov, Hsin-Ying Lee, Chaoyang Wang
2025年份
33顶会引用
摘要
https://snap-research.github.io/DELTA/ a) Track every pixel from monocular videos b) Consistent in 3D space c) SoTA performance and speed Figure 1: DELTA is a dense 3D tracking approach that (a) tracks every pixel from a monocular video, (b) provides consistent trajectories in 3D space, and (c) achieves state-of-the-art accuracy on 3D tracking benchmarks while being significantly faster than previous methods in the dense setting.
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引用它的顶会 Paper33
- TAPIP3D: Tracking Any Point in Persistent 3D GeometryBowei Zhang, Lei Ke, Adam W. Harley, Katerina FragkiadakiNeurIPS 2025 · 被引用 79 次
- Efficiently Reconstructing Dynamic Scenes One D4RT at a TimeChuhan Zhang, Guillaume Le Moing, Skanda Koppula, Ignacio Rocco 等CVPR 2026 · 被引用 52 次
- Trace Anything: Representing Any Video in 4D via Trajectory FieldsXinhang Liu, Yuxi Xiao, Donny Y. Chen, Jiashi Feng 等ICLR 2026 · 被引用 38 次
- Any4D: Unified Feed-Forward Metric 4D ReconstructionJay Karhade, Nikhil Varma Keetha, Yuchen Zhang, Tanisha Gupta 等CVPR 2026 · 被引用 35 次
- Shape of Motion: 4D Reconstruction From a Single VideoQianqian Wang, Vickie Ye, Hang Gao, Weijia Zeng 等ICCV 2025 · 被引用 29 次
它引用的顶会 Paper25
- DROID-SLAM: Deep Visual SLAM for Monocular, Stereo, and RGB-D CamerasZachary Teed, Jia DengNeurIPS 2021 · 被引用 1,248 次
- Train Short, Test Long: Attention with Linear Biases Enables Input Length ExtrapolationOfir Press, Noah A. Smith, Mike LewisICLR 2022 · 被引用 1,168 次
- Learning to Estimate Hidden Motions with Global Motion AggregationShihao Jiang, Dylan Campbell, Yao Lu, Hongdong Li 等ICCV 2021 · 被引用 402 次
- GMFlow: Learning Optical Flow via Global MatchingHaofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi 等CVPR 2022 · 被引用 353 次
- Deep Patch Visual OdometryZachary Teed, Lahav Lipson, Jia DengNeurIPS 2023 · 被引用 323 次
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