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The recent development of 3D Gaussian Splatting (3DGS) has led to great interest in 4D dynamic spatial reconstruction.
Ray tracing volume densities
James T Kajiya and Brian P Von Herzen · 1984
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EWA volume splatting
Matthias Zwicker, Hanspeter Pfister, Jeroen Van Baar, and Markus Gross · 2001
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Multiscale structural similarity for image quality assessment
Zhou Wang, Eero P Simoncelli, and Alan C Bovik · 2003
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Estimating or propagating gradients through stochastic neurons for conditional computation
Yoshua Bengio, Nicholas Léonard, and Aaron Courville · 2013
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Raft: Recurrent all-pairs field transforms for optical flow
Zachary Teed and Jia Deng · 2020
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NeRF: Representing scenes as neural radiance fields for view synthesis
Ben Mildenhall, Pratul P Srinivasan, Matthew Tancik, Jonathan T Barron, Ravi Ramamoorthi, and Ren Ng · 2021
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D-NeRF: Neural radiance fields for dynamic scenes
Albert Pumarola, Enric Corona, Gerard Pons-Moll, and Francesc Moreno-Noguer · 2021
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An overview of augmented reality
Fabio Arena, Mario Collotta, Giovanni Pau, and Francesco Termine · 2022
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Instant neural graphics primitives with a multiresolution hash encoding
Thomas Müller, Alex Evans, Christoph Schied, and Alexander Keller · 2022
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Hyperreel: High-fidelity 6-dof video with ray-conditioned sampling
Benjamin Attal, Jia-Bin Huang, Christian Richardt, Michael Zollhoefer, Johannes Kopf, Matthew O’Toole, and Changil Kim · 2023
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Hexplane: A fast representation for dynamic scenes
Ang Cao and Justin Johnson · 2023
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Tracking anything with decoupled video segmentation
Ho Kei Cheng, Seoung Wug Oh, Brian Price, Alexander Schwing, and Joon-Young Lee · 2023
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LightGaussian: Unbounded 3D Gaussian compression with 15x reduction and 200+ fps
Zhiwen Fan, Kevin Wang, Kairun Wen, Zehao Zhu, Dejia Xu, and Zhangyang Wang · 2023
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K-planes: Explicit radiance fields in space, time, and appearance
Sara Fridovich-Keil, Giacomo Meanti, Frederik Rahbæk Warburg, Benjamin Recht, and Angjoo Kanazawa · 2023
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3D Gaussian splatting for real-time radiance field rendering
Bernhard Kerbl, Georgios Kopanas, Thomas Leimkuehler, and George Drettakis · 2023
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Segment anything
Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C Berg, Wan-Yen Lo, et al · 2023
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NeRFplayer: A streamable dynamic scene representation with decomposed neural radiance fields
Liangchen Song, Anpei Chen, Zhong Li, Zhang Chen, Lele Chen, Junsong Yuan, Yi Xu, and Andreas Geiger · 2023
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Mixed neural voxels for fast multi-view video synthesis
Feng Wang, Sinan Tan, Xinghang Li, Zeyue Tian, Yafei Song, and Huaping Liu · 2023
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Unifying flow, stereo and depth estimation
Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, and Andreas Geiger · 2023
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Per-Gaussian embedding-based deformation for deformable 3D Gaussian splatting
Compact 3D Gaussian representation for radiance field
Joo Chan Lee, Daniel Rho, Xiangyu Sun, Jong Hwan Ko, and Eunbyung Park · 2024
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Spacetime Gaussian feature splatting for real-time dynamic view synthesis
Zhan Li, Zhang Chen, Zhong Li, and Yi Xu · 2024
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Swings: Sliding window Gaussian splatting for volumetric video streaming with arbitrary length
Bangya Liu and Suman Banerjee · 2024
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CompGS: Efficient 3D scene representation via compressed Gaussian splatting
Xiangrui Liu, Xinju Wu, Pingping Zhang, Shiqi Wang, Zhu Li, and Sam Kwong · 2024
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Multi-frame bitrate allocation of dynamic 3D Gaussian splatting streaming over dynamic networks
Yuan-Chun Sun, Yuang Shi, Wei Tsang Ooi, Chun-Ying Huang, and Cheng-Hsin Hsu · 2024
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Jeongmin Bae, Seoha Kim, Youngsik Yun, Hahyun Lee, Gun Bang, and Youngjung Uh · 2024
Cited alongside, same era.
4d-rotor gaussian splatting: towards efficient novel view synthesis for dynamic scenes
Yuanxing Duan, Fangyin Wei, Qiyu Dai, Yuhang He, Wenzheng Chen, and Baoquan Chen · 2024
Cited alongside, same era.
Instantsplat: Unbounded sparse-view pose-free gaussian splatting in 40 seconds
Zhiwen Fan, Wenyan Cong, Kairun Wen, Kevin Wang, Jian Zhang, Xinghao Ding, Danfei Xu, Boris Ivanovic, Marco Pavone, Georgios Pavlakos, et al · 2024
Cited alongside, same era.
Motion-aware 3d Gaussian splatting for efficient dynamic scene reconstruction
Zhiyang Guo, Wengang Zhou, Li Li, Min Wang, and Houqiang Li · 2024
Cited alongside, same era.
S4D: Streaming 4D real-world reconstruction with Gaussians and 3d control points
Bing He, Yunuo Chen, Guo Lu, Li Song, and Wenjun Zhang · 2024
Cited alongside, same era.
A compact dynamic 3D Gaussian representation for real-time dynamic view synthesis
Kai Katsumata, Duc Minh Vo, and Hideki Nakayama · 2024
Cited alongside, same era.
Segment anything in high quality
Lei Ke, Mingqiao Ye, Martin Danelljan, Yu-Wing Tai, Chi-Keung Tang, Fisher Yu, et al · 2024
Cited alongside, same era.
Tele-Aloha: A telepresence system with low-budget and high-authenticity using sparse rgb cameras
Hanzhang Tu, Ruizhi Shao, Xue Dong, Shunyuan Zheng, Hao Zhang, Lili Chen, Meili Wang, Wenyu Li, Siyan Ma, Shengping Zhang, et al · 2024
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4D Gaussian splatting for real-time dynamic scene rendering
Guanjun Wu, Taoran Yi, Jiemin Fang, Lingxi Xie, Xiaopeng Zhang, Wei Wei, Wenyu Liu, Qi Tian, and Xinggang Wang · 2024
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Mega: Memory-efficient 4D Gaussian splatting for dynamic scenes
Xinjie Zhang, Zhening Liu, Yifan Zhang, Xingtong Ge, Dailan He, Tongda Xu, Yan Wang, Zehong Lin, Shuicheng Yan, and Jun Zhang · 2024
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Feature 3dgs: Supercharging 3d gaussian splatting to enable distilled feature fields
Shijie Zhou, Haoran Chang, Sicheng Jiang, Zhiwen Fan, Zehao Zhu, Dejia Xu, Pradyumna Chari, Suya You, Zhangyang Wang, and Achuta Kadambi · 2024
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Hicom: Hierarchical coherent motion for dynamic streamable scenes with 3d gaussian splatting
Qiankun Gao, Jiarui Meng, Chengxiang Wen, Jie Chen, and Jian Zhang · 2025
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Flashsplat: 2D to 3D Gaussian splatting segmentation solved optimally
Qiuhong Shen, Xingyi Yang, and Xinchao Wang · 2025
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Sea-raft: Simple, efficient, accurate raft for optical flow
Yihan Wang, Lahav Lipson, and Jia Deng · 2025
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Gaussianimage: 1000 fps image representation and compression by 2D Gaussian splatting
Xinjie Zhang, Xingtong Ge, Tongda Xu, Dailan He, Yan Wang, Hongwei Qin, Guo Lu, Jing Geng, and Jun Zhang · 2025
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