Pratul P. Srinivasan
- Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
2020/06/18 by Matthew Tancik, Tancik, Matthew, Pratul P. Srinivasan +15 · 3 voices · 319 citations
Computer Science · Physics and Astronomy · #Advanced Vision and Imaging #Model Reduction and Neural Networks #Neural Networks and Applications #cs.CV #cs.LG
- Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields
2021/11/23 by Jonathan T. Barron, Ben Mildenhall, Barron, Jonathan T. +7 · 271 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Advanced Neural Network Applications
- Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance\n Fields
2021/03/24 by Jonathan T. Barron, Barron, Jonathan T., Ben Mildenhall +9 · 222 citations
Medicine · Computer Science · #Advanced Neuroimaging Techniques and Applications #Advanced Neural Network Applications #Medical Image Segmentation Techniques
- Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields
2022/06/01 by Jonathan T. Barron, Ben Mildenhall, Dor Verbin +2 · 188 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
- NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
2020/01/01 by Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik +3 · 98 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
- Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields
2023/04/13 by Jonathan T. Barron, Barron, Jonathan T., Ben Mildenhall +7 · 105 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
- Block-NeRF: Scalable Large Scene Neural View Synthesis
2022/02/10 by Matthew Tancik, Vincent Casser, Tancik, Matthew +13 · 65 citations
Computer Science · Environmental Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Remote Sensing and LiDAR Applications
- CAT3D: Create Anything in 3D with Multi-View Diffusion Models
2024/05/16 by Ruiqi Gao, Aleksander Holynski, Gao, Ruiqi +13 · 114 citations
Decision Sciences · Computer Science · #Simulation Techniques and Applications #Computer Graphics and Visualization Techniques
- Baking Neural Radiance Fields for Real-Time View Synthesis
2021/03/26 by Peter Hedman, Pratul P. Srinivasan, Hedman, Peter +7 · 1 voice · 17 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #cs.CV #cs.GR
- Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields
2021/12/07 by Dor Verbin, Verbin, Dor, Peter Hedman +9 · 57 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines
2019/05/02 by Ben Mildenhall, Mildenhall, Ben, Pratul P. Srinivasan +11 · 42 citations
Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Enhancement Techniques
- HumanNeRF: Free-viewpoint Rendering of Moving People from Monocular Video
2022/01/11 by Chung-Yi Weng, Brian Curless, Weng, Chung-Yi +7 · 53 citations
Computer Science · Engineering · #Advanced Vision and Imaging #3D Shape Modeling and Analysis #Human Pose and Action Recognition
- NeRF
2021/12/17 by Ben Mildenhall, Pratul P. Srinivasan, Matthew Tancik +3 · 49 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
- IBRNet: Learning Multi-View Image-Based Rendering
2021/02/25 by Qianqian Wang, Wang, Qianqian, Zhicheng Wang +15 · 46 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
- ReconFusion: 3D Reconstruction with Diffusion Priors
2023/12/05 by Rundi Wu, Ben Mildenhall, Wu, Rundi +19 · 55 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- BakedSDF: Meshing Neural SDFs for Real-Time View Synthesis
2023/02/28 by Lior Yariv, Peter Hedman, Yariv, Lior +13 · 34 citations
Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Advanced Vision and Imaging
- NeRV: Neural Reflectance and Visibility Fields for Relighting and View\n Synthesis
2020/12/07 by Pratul P. Srinivasan, Srinivasan, Pratul P., Boyang Deng +9 · 23 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Optical measurement and interference techniques
- Dense Depth Priors for Neural Radiance Fields from Sparse Input Views
2021/12/06 by Barbara Roessle, Jonathan T. Barron, Roessle, Barbara +7 · 23 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MERF: Memory-Efficient Radiance Fields for Real-time View Synthesis in Unbounded Scenes
2023/02/23 by Christian Reiser, Richard Szeliski, Reiser, Christian +13 · 19 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
- Binary Opacity Grids: Capturing Fine Geometric Detail for Mesh-Based View Synthesis
2024/02/19 by Christian Reiser, Reiser, Christian, Stephan J. Garbin +15 · 13 citations
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Interactive and Immersive Displays #3D Modeling in Geospatial Applications
- NeRF-Casting: Improved View-Dependent Appearance with Consistent Reflections
2024/05/23 by Dor Verbin, Pratul P. Srinivasan, Verbin, Dor +11 · 13 citations
Materials Science · #Machine Learning in Materials Science
- Nuvo: Neural UV Mapping for Unruly 3D Representations
2023/12/11 by Pratul P. Srinivasan, Srinivasan, Pratul P., Stephan J. Garbin +7 · 9 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR)
- Gravitationally Lensed Black Hole Emission Tomography
2022/04/07 by Aviad Levis, Pratul P. Srinivasan, Levis, Aviad +7 · 6 citations
Physics and Astronomy · #Astrophysical Phenomena and Observations #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Particle Detector Development and Performance #Pulsars and Gravitational Waves Research
- Generative Powers of Ten
2023/12/04 by Xiaojuan Wang, Janne Kontkanen, Wang, Xiaojuan +16 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques
- Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image
2021/10/12 by Shumian Xin, Neal Wadhwa, Xin, Shumian +13 · 4 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- Orbital Polarimetric Tomography of a Flare Near the Sagittarius A* Supermassive Black Hole
2023/10/11 by Aviad Levis, Levis, Aviad, Andrew Chael +7 · 5 citations
Physics and Astronomy · #Astrophysical Phenomena and Observations #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Pulsars and Gravitational Waves Research #Relativity and Gravitational Theory
- Learning to Synthesize a 4D RGBD Light Field from a Single Image
2017/08/10 by Pratul P. Srinivasan, Tongzhou Wang, Srinivasan, Pratul P. +7 · 2 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Enhancement Techniques
- IllumiNeRF: 3D Relighting Without Inverse Rendering
2024/06/10 by Xiaoming Zhao, Pratul P. Srinivasan, Zhao, Xiaoming +9 · 6 citations
Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- Pushing the Boundaries of View Extrapolation with Multiplane Images
2019/05/01 by Pratul P. Srinivasan, Srinivasan, Pratul P., Richard Tucker +9 · 2 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Single View Refractive Index Tomography with Neural Fields
2023/09/08 by Brandon Zhao, Zhao, Brandon, Aviad Levis +7 · 3 citations
Physics and Astronomy · Computer Science · #Digital Holography and Microscopy #Advanced Optical Sensing Technologies #Image and Signal Denoising Methods
- Flash Cache: Reducing Bias in Radiance Cache Based Inverse Rendering
2024/09/09 by Benjamin Attal, Dor Verbin, Attal, Benjamin +11 · 4 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
- SimVS: Simulating World Inconsistencies for Robust View Synthesis
2024/12/10 by Alex Trevithick, Roni Paiss, Trevithick, Alex +21 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Image Retrieval and Classification Techniques