naveen manwani (@NaveenManwani17)
2025-07-09 | ❤️ 25 | 🔁 2
🚨ICCV 2025 Alert 🚨
➡️Project Title: SpatialTrackerV2: 3D Point Tracking Made Easy
🌟Few pointers from the project
🎯SpatialTrackerV2 is a novel framework for 3D point tracking that estimates world-space 3D trajectories for arbitrary 2D pixels in monocular videos.
🎯Unlike previous methods that rely on offline depth and pose estimators, their approach decomposes 3D motion into scene geometry, camera ego-motion, and fine-grained point-wise motion, all within a fully differentiable, end-to-end architecture.
🎯This unified design enables scalable training across diverse data sources, including synthetic sequences, posed RGB-D videos, and unlabeled in-the-wild footage.
🎯By jointly learning geometry and motion, SpatialTrackerV2 achieves significant improvements—outperforming all prior 3D tracking methods by a clear margin, while also delivering strong results in 2D tracking and dynamic 3D reconstruction.
🏢Organization: CAD&CG, @ZJU_China , @UniofOxford , @AntResearch_ , @PixelWiseAI , @BytedanceTalk Seed
🧙Paper Authors: @YuxiXiaohenry , @jianyuan_wang , @NanXue7 , @n_karaev , Iurii Makarov, @bingyikang , Xin Zhu, Hujun Bao, Yujun Shen, @XiaoweiZhou5
🗂️ Project Page: https://spatialtracker.github.io/
🧑💻 Code: https://github.com/henry123-boy/SpaTrackerV2
🤗 Demo: https://huggingface.co/spaces/Yuxihenry/SpatialTrackerV2
🎥 Be sure to watch the attached Demo Video - Sound on 🔊🔊
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