Dynamic Scene Reconstruction

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24 papers in the last four weeks, up 200% on the four weeks before. 0.2% of all new papers.

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  1. TT4D: A Pipeline and Dataset for Table Tennis 4D Reconstruction From Monocular Videos

    May 2, 2026Nima Rahmanian, Daniel Kienzle, Thomas Gossard +3Monocular 3D ReconstructionSports Video Analysis

    University of Tübingen Tübingen, Germany

  2. Stop Holding Your Breath: CT-Informed Gaussian Splatting for Dynamic Bronchoscopy

    Apr 30, 2026Andrea Dunn Beltran, Daniel Rho, Aarav Mehta +53D Gaussian SplattingEndoscopy

    University of North Carolina at Chapel Hill · 2Harvard Medical School · University of California, San Diego

  3. RayFormer: Modeling Inter- and Intra-Ray Similarity for NeRF-Based Video Snapshot Compressive Imaging

    Apr 30, 2026Yubo Dong, Danhua Liu, Anqi Li +1Image ReconstructionDynamic Scene Reconstruction

    Changzhi Medical College, Changzhi 046000, China · Engineering Research Centre for Intelligent Data Assisted Diagnosis and Treatment in Shanxi Province, Changzhi 046000, China · Uniwave Artificial Intelligence Technology Co., Ltd., Changzhi 046000, China +1

  4. Color-Encoded Illumination for High-Speed Volumetric Scene Reconstruction

    Apr 29, 2026David Novikov, Eilon Vaknin, Narek Tumanyan +13D ReconstructionMulti-View 3D Reconstruction

    Weizmann Institute of Science, Israel

  5. Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising

    Apr 29, 2026Jun Guo, Qiwei Li, Peiyan Li +7Action-Conditioned Video GenerationVideo Diffusion Models

    Tsinghua University · Xiaomi Robotics · Peking University +1

  6. Bringing a Personal Point of View: Evaluating Dynamic 3D Gaussian Splatting for Egocentric Scene Reconstruction

    Apr 26, 2026Jan Warchocki, Xi Wang, Jonas Kulhanek +13D Gaussian SplattingMonocular 3D Reconstruction

    Delft University of Technology · ETH Zurich · TUM/MCML +1

  7. Flow4DGS-SLAM: Optical Flow-Guided 4D Gaussian Splatting SLAM

    Apr 24, 2026Yunsong Wang, Gim Hee LeeSimultaneous Localization and Mapping3D Gaussian Splatting

    School of Computing, National University of Singapore

  8. Vista4D: Video Reshooting with 4D Point Clouds

    Apr 23, 2026Kuan Heng Lin, Zhizheng Liu, Pablo Salamanca +9Camera-Controlled Video Generation4D Reconstruction

    1Eyeline Labs · 3Columbia University · 4UCLA +3

  9. GeoRect4D: Geometry-Compatible Generative Rectification for Dynamic Sparse-View 3D Reconstruction

    Apr 22, 2026Zhenlong Wu, Zihan Zheng, Xuanxuan Wang +53D Gaussian SplattingDynamic Scene Reconstruction

    Shanghai Jiao Tong University, Shanghai, China

  10. UniCon3R: Unified Contact-aware 4D Human-Scene Reconstruction from Monocular Video

    Apr 21, 2026Tanuj Sur, Shashank Tripathi, Nikos Athanasiou +44D ReconstructionHuman Mesh Recovery

    1National University of Singapore · 2Max Planck Institute for Intelligent Systems, Tübingen, Germany

  11. Paparazzo: Active Mapping of Moving 3D Objects

    Apr 21, 2026Davide Allegro, Shiyao Li, Stefano Ghidoni +1Next-Best-View PlanningInformative Path Planning

    University of Padova · 2LIGM, ´Ecole Nationale des Ponts et Chauss´ees, IP Paris, Univ Gustave Eiffel, CNRS

  12. D-Prism: Differentiable Primitives for Structured Dynamic Modeling

    Apr 18, 2026Xingyuan Yu, Yijin Li, Chong Zeng +3Differentiable Rendering3D Reconstruction

    State Key Lab of CAD&CG, Zhejiang University · Stanford University · Hangzhou Dianzi University

  13. Incoherent Deformation, Not Capacity: Diagnosing and Mitigating Overfitting in Dynamic Gaussian Splatting

    Apr 17, 2026Ahmad Droby3D Gaussian SplattingAdaptive Gaussian Densification

    Independent Researcher

  14. TokenGS: Decoupling 3D Gaussian Prediction from Pixels with Learnable Tokens

    Apr 16, 2026Jiawei Ren, Michal Jan Tyszkiewicz, Jiahui Huang +13D Gaussian Splatting3D ViTs

    NVIDIA

  15. Stitch4D: Sparse Multi-Location 4D Urban Reconstruction via Spatio-Temporal Interpolation

    Apr 9, 2026Hina Kogure, Kei Katsumata, Taiki Miyanishi +14D Reconstruction3D Reconstruction

    Keio University, Japan · The University of Tokyo, Japan

  16. GP-4DGS: Probabilistic 4D Gaussian Splatting from Monocular Video via Variational Gaussian Processes

    Apr 3, 2026Mijeong Kim, Jungtaek Kim, Bohyung Han3D Gaussian SplattingDynamic Scene Reconstruction

    1ECE and 2IPAI, Seoul National University, Korea · University of Wisconsin–Madison, USA

  17. Does it matter which Gaussians you pick in 4D Gaussian streaming?

    Mar 18, 2026Ashim Dahal, Rabab Abdelfattah, Nick Rahimi3D Gaussian Splatting4D Reconstruction

    School of Computing Sciences and Computer Engineering University of Southern Mississippi, Hattiesburg, MS

  18. Dense Dynamic Scene Reconstruction and Camera Pose Estimation from Multi-View Videos

    Mar 12, 2026Shuo Sun, Unal Artan, Malcolm Mielle +2Multi-View Depth EstimationMulti-View 3D Reconstruction

    Örebro University, Sweden · Schindler EPFL Lab, Lausanne, Switzerland · Technical University of Munich, Germany

  19. Articulat3D: Reconstructing Articulated Digital Twins From Monocular Videos with Geometric and Motion Constraints

    Mar 12, 2026Lijun Guo, Haoyu Zhao, Xingyue Zhao +5Articulated Object Reconstruction3D Reconstruction

    Wuhan University · Hong Kong Embodied AI Lab · The Chinese University of Hong Kong +3

  20. Constrained Dynamic Gaussian Splatting

    Feb 3, 2026Zihan Zheng, Zhenlong Wu, Xuanxuan Wang +53D Gaussian SplattingDynamic Scene Reconstruction

    Shanghai Jiao Tong University, Shanghai, 200240, China

  21. EVolSplat4D: Efficient Volume-based Gaussian Splatting for 4D Urban Scene Synthesis

    Jan 22, 2026Sheng Miao, Sijin Li, Pan Wang +53D Gaussian SplattingDynamic Scene Reconstruction

    Zhejiang University, China. · Huawei, China. · University of Tübingen, Germany.

  22. Gaussians on Fire: High-Frequency Reconstruction of Flames

    Nov 27, 2025Jakob Nazarenus, Dominik Michels, Wojtek Palubicki +43D Gaussian SplattingDynamic Scene Reconstruction

    Kiel University · Germany · KAUST, CEMSE +5

  23. Interaction-Aware 4D Gaussian Splatting for Dynamic Hand-Object Interaction Reconstruction

    Nov 18, 2025Hao Tian, Chenyangguang Zhang, Rui Liu +23D Gaussian Splatting3D Reconstruction

    Chengdu Institute of Computer Applications, Chinese Academy of Sciences, Chengdu, China · PetroChina (Beijing) Digital Intelligence Research Institute Co., Ltd., Beijing, China · University of Chinese Academy of Sciences, Beijing, China +2

  24. DIAL-GS: Dynamic Instance Aware Reconstruction for Label-free Street Scenes with 4D Gaussian Splatting

    Nov 10, 2025Chenpeng Su, Wenhua Wu, Chensheng Peng +33D Gaussian SplattingSelf-Supervised Learning

    Shanghai Jiao Tong University, Shanghai 200240, China. · University of California, Berkeley, Berkeley, CA 94720, USA.

  25. Online camera-pose-free stereo endoscopic tissue deformation recovery with tissue-invariant vision-biomechanics consistency

    Jun 24, 2025Jiahe Chen, Naoki Tomii, Ichiro Sakuma +1Endoscopy3D Reconstruction

    School of Engineering, The University of Tokyo, Tokyo, 113-8656, Japan

  26. Joint Optimization for 4D Human-Scene Reconstruction in the Wild

    Jan 4, 2025Zhizheng Liu, Joe Lin, Wayne Wu +1Markerless Motion Capture4D Reconstruction

    Department of Computer Science, University of California, Los Angeles

  27. MoDGS: Dynamic Gaussian Splatting from Casually-captured Monocular Videos with Depth Priors

    Jun 1, 2024Qingming Liu, Yuan Liu, Jiepeng Wang +43D Gaussian SplattingDynamic Scene Reconstruction

    City University of HongKong · CUHK(SZ) · HKUST +2

  28. 3D Vessel Reconstruction from Sparse-View Dynamic DSA Images via Vessel Probability Guided Attenuation Learning

    May 17, 2024Zhentao Liu, Huangxuan Zhao, Wenhui Qin +7Medical ImagingNeural Rendering

    School of Biomedical Engineering & State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China · National Engineering Research Center for Multimedia Software, School of Computer Science, Wuhan University, Wuhan, China · School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China +1

  29. Dream4D: Lifting Camera-Controlled I2V towards Spatiotemporally Consistent 4D Generation

    Date pendingXiaoyan Liu, Kangrui Li, Jiaxin Liu +2Camera-Controlled Video GenerationImage-to-Video Generation

    The Chinese University of Hong Kong · The Hong Kong Polytechnic University · The University of New South Wales +1

  30. SUCCESS-GS: Survey of Compactness and Compression for Efficient Static and Dynamic Gaussian Splatting

    Date pendingSeokhyun Youn, Soohyun Lee, Geonho Kim +33DGS Compression3D Gaussian Splatting

    Kyung Hee University, South Korea · Kyung Hee University, Seoul, South Korea