Video Depth Estimation

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22 papers3 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

  1. PVDepth: Panoramic Video Depth Estimation via Geometry-Aware Spatiotemporal Adaptation

    Nov 5, 2026Chuanxin Song, Peixi PengVideo Depth EstimationPanoramic Depth Estimation

    Peking University · Pengcheng Laboratory

  2. DUNEDepth: Bronchoscopic Depth and Pose Estimation via Hybrid Adaptation of a 3D-Vision Foundation Model

    Nov 2, 2026Qi Chang, Austin Kao, Ange Lou +1Depth EstimationCamera Pose Estimation

    School of Electrical Engineering and Computer Science, The Pennsylvania State University, University Park, PA 16802, USA · Vanderbilt University, Nashville, TN 37235, USA

  3. Depth Anyviewpoint? Evaluating Monocular Depth Over Viewpoint Sequences

    Nov 1, 2026Theo Rode, Rui Zhang, Ryan Aubrey +5Monocular Depth EstimationMulti-View Consistency

  4. Causal Spatiotemporal State Evolution for Monocular 4D Reconstruction

    Oct 20, 2026Qiaowei Miao, Yijing Guo, Lipei Zhang +44D ReconstructionDynamic Scene Reconstruction

    Zhejiang University · ShanghaiTech University · University of Cambridge +2

  5. Gen4P: Video Generators are 4D Perceivers

    Oct 15, 2026Yitong Xia, Zeren Jiang, Chuanxia ZhengVideo Depth Estimation4D Scene Understanding

    PVG, Nanyang Technological University · VGG, University of Oxford

  6. Info3R: Information-Adaptive Test-Time Training for 3D Reconstruction

    Sep 18, 2026Sunghyun Baek, Hanna Bae, Minchan Kwon +1Video Depth EstimationStreaming 3D Reconstruction

    Department of Electrical Engineering, Korea Advanced Institute of Science and Technology, South Korea

  7. RIDE: Relocalization-Informed Depth Estimation with 3D Gaussian Splatting

    Sep 10, 2026Jiarong Lian, Zhe Xiao, Zhaoyang Zhang +2Metric Depth EstimationRobotic Perception

    The Chinese University of Hong Kong, Shenzhen · Carnegie Mellon University

  8. ICDepth: Taming Video Diffusion Models for Video Depth Estimation via In-Context Conditioning

    Jul 2, 2026Xuanhua He, Jiaxin Xie, Mingzhe Zheng +1Video Diffusion ModelsDepth Estimation

    The Hong Kong University of Science and Technology, Hong Kong SAR, China

  9. 3D Consistency Optimization for Self-Supervised Monocular Video Depth Estimation

    Jun 14, 2026Yuanye Liu, Ke Zhang, Junzhe Jiang +3Depth EstimationMonocular Depth Estimation

    Fudan University, Shanghai, China · Johns Hopkins University, Baltimore, USA

  10. Towards Consistent Video Geometry Estimation

    May 28, 2026Zhu Yu, Jingnan Gao, Runmin Zhang +9Vision Foundation ModelsDepth Estimation

    Zhejiang University · Shanghai Jiao Tong University · Tongyi Lab, Alibaba Group +1

  11. Rethinking the State Update Gate for Long-Sequence Recurrent 3D Reconstruction

    May 16, 2026Kejun Ren, Lei Jin, Tianxin Huang +2Streaming 3D Reconstruction3D Reconstruction

    Beijing University of Posts and Telecommunications, Beijing, China · School of Computing and Data Science, The University of Hong Kong

  12. GemDepth: Geometry-Embedded Features for 3D-Consistent Video Depth

    May 11, 2026Yuecheng Liu, Junda Cheng, Longliang Liu +4Depth EstimationMonocular Depth Estimation

    1Huazhong University of Science & Technology · 2Carizon · 3Optics Valley Laboratory

  13. SS3D: End2End Self-Supervised 3D from Web Videos

    Apr 24, 2026Marwane Hariat, Gianni Franchi, David Filliat +1Monocular Depth EstimationDepth Estimation

    U2IS, ENSTA – Institut Polytechnique de Paris, Palaiseau, France · Pôle Recherche, Agence Ministérielle pour l’IA de Défense, Palaiseau, France

  14. Self-Improving 4D Perception via Self-Distillation

    Apr 9, 2026Nan Huang, Pengcheng Yu, Weijia Zeng +4Video Depth Estimation4D Reconstruction

    UIUC · Impossible Research · MPI for Intelligent Systems +3

  15. VDPP: Video Depth Post-Processing for Speed and Scalability

    Apr 8, 2026Daewon Yoon, Injun Baek, Sangyu Han +2Video Depth EstimationDepth Estimation

    Seoul National University · Samsung Electronics

  16. DVD: Deterministic Video Depth Estimation with Generative Priors

    Mar 12, 2026Hongfei Zhang, Harold Haodong Chen, Chenfei Liao +12Video Depth EstimationDepth Estimation

    HKUST(GZ) · HKUST · UCSD +5

  17. FrameVGGT: Coherence-Preserving Memory for Bounded Streaming Geometry

    Mar 8, 2026Zhisong Xu, Takeshi OishiVideo Depth Estimation3D ViTs

    Institute of Industrial Science, The University of Tokyo, Tokyo, Japan

  18. DAGE: Dual-Stream Architecture for Efficient and Fine-Grained Geometry Estimation

    Mar 4, 2026Tuan Duc Ngo, Jiahui Huang, Seoung Wug Oh +4Multi-View 3D ReconstructionVideo Depth Estimation

    UMass Amherst · Adobe Research · TU Crete

  19. StreamTTO: Efficient Online Test-Time Optimization for Video Depth Completion

    Mar 2, 2026Minseok Seo, Wonjun Lee, Jaehyuk Jang +1Depth EstimationDepth Completion

    Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea

  20. Leveraging Motion Estimation for Efficient Bayer-Domain Video Convolutional Networks

    Jan 25, 2025Haichao Wang, Jiangtao Wen, Yuxing HanVideo Depth EstimationComputational Imaging

    Shenzhen International Graduate School, Tsinghua University · Department of Computer Science, New York University

  21. Video Depth Anything: Consistent Depth Estimation for Super-Long Videos

    Jan 21, 2025Sili Chen, Hengkai Guo, Shengnan Zhu +4Video Depth EstimationDepth Estimation

    ByteDance

  22. STATIC: Surface-normal-guided Two-branch Alignment and Temporal Integration for Consistent Video Depth Estimation

    Dec 2, 2024Sunghun Yang, Minhyeok Lee, Suhwan Cho +2Depth EstimationVideo Depth Estimation

    Yonsei University