## Computational Photography and Imaging ### Associated Publications ### 2025 [GEN3C: 3D-Informed World-Consistent Video Generation with Precise Camera Control](/publication/2025-08_gen3c-3d-informed-world-consistent-video-generation-precise-camera-control) Xuanchi Ren, Tianchang Shen, Jiahui Huang, Huan Ling, Yifan Lu, [Merlin Nimier-David](/person/merlin-nimier-david), [Thomas Müller](/person/thomas-muller), [Alex Keller](/person/alex-keller), [Sanja Fidler](/person/sanja-fidler), Jun Gao [CVPR 2025](https://ieeexplore.ieee.org/document/11092782) ### 2024 [Large Étendue 3D Holographic Display with Content-adpative Dynamic Fourier Modulation](/publication/2024-12_large-etendue-3d-holographic-display-content-adpative-dynamic-fourier) Brian Chao, Manu Gopakumar, Suyeon Choi, Liang Shi, [Jonghyun Kim](/person/jonghyun-kim), Gordon Wetzstein [SIGGRAPH ASIA 2024 Technical Papers](https://asia.siggraph.org/2024/presentation/?id=papers_405&sess=sess111) ### 2023 [Online Overexposed Pixels Hallucination in Videos with Adaptive Reference Frame Selection](/publication/2023-08_online-overexposed-pixels-hallucination-videos-adaptive-reference-frame) Yazhou Xing, [Amrita Mazumdar](/person/amrita-mazumdar), Anjul Patney, [Chao Liu](/person/chao-liu), [Hongxu Danny Yin](/person/danny-yin), Qifeng Chen, [Jan Kautz](/person/jan-kautz), [Iuri Frosio](/person/iuri-frosio) [Arxiv](https://arxiv.org/abs/2308.15462) [Subpixel Deblurring of Anti-Aliased Raster Clip Art](/publication/2023-05_subpixel-deblurring-anti-aliased-raster-clip-art) Jinfan Yang, [Nicholas Vining](/person/nicholas-vining), Shakiba Kheradmand, Nathan Carr, Leonid Sigal, Alla Sheffer [Computer Graphics Forum (Proc. Eurographics 2023)](https://diglib.eg.org/handle/10.1111/cgf14744) ### 2022 [Variable Bitrate Neural Fields](/vbnf) Towaki Takikawa, Alex Evans, [Jonathan Tremblay](/person/jonathan-tremblay), [Thomas Müller](/person/thomas-muller), Morgan McGuire, Alec Jacobson, Sanja Fidler [ACM SIGGRAPH 2022 Conference Proceedings](https://s2022.siggraph.org/) [Instant Neural Graphics Primitives with a Multiresolution Hash Encoding](/publication/2022-07_instant-neural-graphics-primitives-multiresolution-hash-encoding) [Thomas Müller](/person/thomas-muller), Alex Evans, Christoph Schied, [Alex Keller](/person/alex-keller) [ACM Transactions on Graphics (SIGGRAPH 2022)](https://s2022.siggraph.org) Best Technical Paper, SIGGRAPH 2022, THE BEST INVENTIONS OF 2022, TIME [Neural Fields in Visual Computing and Beyond](/neuralfields) Yiheng Xie, Towaki Takikawa, Shunsuke Saito, Or Litany, Shiqin Yan, Numair Khan, Federico Tombari, James Tompkin, Vincent Sitzmann, Srinath Sridhar [Computer Graphics Forum (Eurographics 2022)](https://eg2022.univ-reims.fr/) ### 2021 [Standard vs. Learning-based Codecs for Real Time Endoscopic Video Transmission](/publication/2021-11_standard-vs-learning-based-codecs-real-time-endoscopic-video-transmission) [Iuri Frosio](/person/iuri-frosio), Aldo Marzullo, Martina Golini, Elena De Momi, Michele Catellani, Francesco Calimeri, Giuseppe Fiameni [AIABI-2021 Italian Workshop on Artificial Intelligence and Applications for Bus…](http://ceur-ws.org/Vol-3102/) [Neural 3D Holography](/publication/2021-11_neural-3d-holography) Suyeon Choi, Manu Gopakumar, Yifan Peng, [Jonghyun Kim](/person/jonghyun-kim), Gordon Wetzstein ACM Transactions on Graphics (SIGGRAPH Asia 2021) [Speckle-free holography with partially coherent light sources and camera-in-the-loop calibration](/publication/2021-11_speckle-free-holography-partially-coherent-light-sources-and-camera-loop) Yifan Peng, Suyeon Choi, [Jonghyun Kim](/person/jonghyun-kim), Gordon Wetzstein [Science Advances](https://www.science.org/doi/10.1126/sciadv.abg5040) [Visualizing and Communicating Errors in Rendered Images](/publication/2021-08_visualizing-and-communicating-errors-rendered-images) [Pontus Ebelin](/person/pontus-ebelin), [Tomas Akenine-Möller](/person/tomas-akenine-moller), Jim Nilsson [Ray Tracing Gems II, chapter 19, 2021.](https://link.springer.com/chapter/10.1007/978-1-4842-7185-8_19) [ Enabling Next-generation Holographic Displays with Artificial Intelligence](/publication/2021-07_enabling-next-generation-holographic-displays-artificial-intelligence) Gordon Wetzstein, Yifan Peng, Suyeon Choi, [Jonghyun Kim](/person/jonghyun-kim) [OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP)](https://www.osapublishing.org/abstract.cfm?uri=3D-2021-3Th4D.2) [Binary TTC: A Temporal Geofence for Autonomous Navigation](/publication/2021-06_binary-ttc-temporal-geofence-autonomous-navigation) [Abhishek Badki](/person/abhishek-badki), Orazio Gallo, [Jan Kautz](/person/jan-kautz), Pradeep Sen [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021](https://cvpr2021.thecvf.com/) Best Student Paper Honorable Mention, CVPR 2021 [Visualizing Errors in Rendered High Dynamic Range Images](/publication/2021-05_visualizing-errors-rendered-high-dynamic-range-images) [Pontus Ebelin](/person/pontus-ebelin), Jim Nilsson, Peter Shirley, [Tomas Akenine-Möller](/person/tomas-akenine-moller) [Eurographics Short Papers 2021](https://conferences.eg.org/eg2021/) [High-quality Holographic Displays Using Double SLMs and Camera-in-the-loop Optimization](/publication/2021-03_high-quality-holographic-displays-using-double-slms-and-camera-loop) Suyeon Choi, Yifan Peng, [Jonghyun Kim](/person/jonghyun-kim), Gordon Wetzstein [Proceedings Volume 11765, Optical Architectures for Displays and Sensing in Aug…](https://doi.org/10.1117/12.2584044) [Optimizing Image Quality for Holographic Near-eye Displays with Michelson Holography](/publication/2021-01_optimizing-image-quality-holographic-near-eye-displays-michelson-holography) Suyeon Choi, [Jonghyun Kim](/person/jonghyun-kim), Yifan Peng, Gordon Wetzstein Optica ### 2020 [Generative View Synthesis: From Single-View Semantics to Novel-View Images](/index.php/publication/2020-12_generative-view-synthesis-single-view-semantics-novel-view-images) Tewodros Abtegebrial, Varun Jampani, Orazio Gallo, Didier Stricker [NeurIPS](https://nips.cc/virtual/2020/public/index.html) [Neural Holography](/publication/2020-08_neural-holography) Yifan Peng, Suyeon Choi, Nitish Padmanaban, [Jonghyun Kim](/person/jonghyun-kim), Gordon Wetzstein [SIGGRAPH 2020 Emerging Technology](https://dl.acm.org/doi/10.1145/3388534.3407295) [Bi3D: Stereo Depth Estimation via Binary Classifications](/publication/2020-06_bi3d-stereo-depth-estimation-binary-classifications) Abhishek Badki, Alejandro Troccoli, Kihwan Kim, [Jan Kautz](/person/jan-kautz), Pradeep Sen, Orazio Gallo [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020](http://cvpr2020.thecvf.com/) [Meshlet Priors for 3D Mesh Reconstruction](/publication/2020-06_meshlet-priors-3d-mesh-reconstruction) Abhishek Badki, Orazio Gallo, [Jan Kautz](/person/jan-kautz), Pradeep Sen [IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2020](http://cvpr2020.thecvf.com/) ### 2019 [High-Quality Self-Supervised Deep Image Denoising](/publication/2019-12_high-quality-self-supervised-deep-image-denoising) [Samuli Laine](/person/samuli-laine), [Tero Karras](/person/tero-karras), Jaakko Lehtinen, [Timo Aila](/person/timo-aila) NeurIPS 2019 [Extreme View Synthesis](/publication/2019-10_extreme-view-synthesis) Inchang Choi, Orazio Gallo, Alejandro Troccoli, Min H. Kim, [Jan Kautz](/person/jan-kautz) [IEEE International Conference of Computer Vision](http://iccv2019.thecvf.com/) [Video Stitching for Linear Camera Arrays](/publication/2019-09_video-stitching-linear-camera-arrays) Wei-Sheng Lai, Orazio Gallo, [Jinwei Gu](/person/jinwei-gu), Deqing Sun, Ming-Hsuan Yang, [Jan Kautz](/person/jan-kautz) [British Machine Vision Conference](https://bmvc2019.org/) [Matching Prescription & Visual Acuity: Towards AR for Humans](/publication/2019-07_matching-prescription-visual-acuity-towards-ar-humans) [Jonghyun Kim](/person/jonghyun-kim), [Michael Stengel](/person/michael-stengel), Jui-Yi Wu, [Ben Boudaoud](/person/ben-boudaoud), [Josef Spjut](/person/josef-spjut), Kaan Akşit, Rachel Albert, Youngmo Jeong, [Trey Greer](/person/trey-greer), [Ward Lopes](/person/ward-lopes), Zander Majercik, Peter Shirley, Morgan McGuire, [David Luebke](/person/david-luebke) SIGGRAPH 2019 Emerging Technology Best in Show Award - Emerging Technology in SIGGRAPH 2019 ### 2018 [Statistical Nearest Neighbors for Image Denoising](/publication/2018-09_statistical-nearest-neighbors-image-denoising) [Iuri Frosio](/person/iuri-frosio), [Jan Kautz](/person/jan-kautz) [IEEE Transaction on Image Processing, Feb. 2019](https://ieeexplore.ieee.org/document/8463600) [Separating Reflection and Transmission Images in the Wild](/index.php/publication/2018-09_separating-reflection-and-transmission-images-wild) Patrick Wieschollek, Orazio Gallo, [Jinwei Gu](/index.php/person/jinwei-gu), [Jan Kautz](/index.php/person/jan-kautz) European Conference of Computer Vision (ECCV) [Noise2Noise: Learning Image Restoration without Clean Data](/publication/2018-07_noise2noise-learning-image-restoration-without-clean-data) Jaakko Lehtinen, [Jacob Munkberg](/person/jacob-munkberg), [Jon Hasselgren](/person/jon-hasselgren), [Samuli Laine](/person/samuli-laine), [Tero Karras](/person/tero-karras), Miika Aittala, [Timo Aila](/person/timo-aila) [Proc. ICML 2018](https://icml.cc/) [Approximate svBRDF Estimation From Mobile Phone Video](/publication/2018-07_Approximate-svBRDF-Estimation) Rachel Albert, Dorian Yao Chan, Dan B Goldman, James F. O'Brien [Eurographics Symposium on Rendering 2018](https://diglib.eg.org/handle/10.2312/sre20181168) [Reblur2Deblur: Deblurring Videos via Self-Supervised Learning](/publication/2018-05_reblur2deblur-deblurring-videos-self-supervised-learning) Huaijin Chen, [Jinwei Gu](/person/jinwei-gu), Orazio Gallo, [Ming-Yu Liu](/person/ming-yu-liu), Ashok Veeraraghavan, [Jan Kautz](/person/jan-kautz) [IEEE International Conference on Computational Photography (ICCP)](http://iccp2018.ece.cmu.edu/) [Learning Adaptive Parameter Tuning for Image Processing](/publication/2018-01_learning-adaptive-parameter-tuning-image-processing) Jingming Dong, [Iuri Frosio](/person/iuri-frosio), [Jan Kautz](/person/jan-kautz) [Electronic Imaging 2018, Image Processing: Algorithms and Systems XVI, Burlinga…](https://arxiv.org/abs/1610.09414v2) ### 2017 [On Nearest Neighbors in Non Local Means Denoising](/publication/2017-12_nearest-neighbors-non-local-means-denoising) [Iuri Frosio](/person/iuri-frosio), [Jan Kautz](/person/jan-kautz) [Neural Information Processing Systems (NIPS) 2017 Workshop on Nearest Neighbors…](https://nn2017.mit.edu/) [Reconstructing Intensity Images from Binary Spatial Gradient Cameras](/publication/2017-07_reconstructing-intensity-images-binary-spatial-gradient-cameras) Suren Jayasuriya, Orazio Gallo, [Jinwei Gu](/person/jinwei-gu), [Timo Aila](/person/timo-aila), [Jan Kautz](/person/jan-kautz) [IEEE Workshop on Embedded Vision (CVPR)](http://cvisioncentral.com/promotion/evw2017/) [Computational Zoom: A Framework for Post-Capture Image Composition](/index.php/publication/2017-07_computational-zoom-framework-post-capture-image-composition) Abhishek Badki, Orazio Gallo, [Jan Kautz](/index.php/person/jan-kautz), Pradeep Sen [ACM SIGGRAPH](http://dl.acm.org/citation.cfm?id=J778&CFID=934261544&CFTOKEN=17503555) [Loss Functions for Image Restoration with Neural Networks](/publication/2017-03_loss-functions-image-restoration-neural-networks) Hang Zhao, Orazio Gallo, [Iuri Frosio](/person/iuri-frosio), [Jan Kautz](/person/jan-kautz) [IEEE Transactions on Computational Imaging](http://ieeexplore.ieee.org/document/7797130/) ### 2016 [Stack-Based Algorithms for HDR Capture and Reconstruction](/publication/2016-04_stack-based-algorithms-hdr-capture-and-reconstruction) Orazio Gallo, Pradeep Sen [High Dynamic Range Video: From Acquisition, to Display and Applications, Academ…](http://store.elsevier.com/product.jsp?lid=0&iid=5&sid=0&isbn=9780128030394) ### 2015 [Locally Non-rigid Registration for Mobile HDR Photography](/publication/2015-06_locally-non-rigid-registration-mobile-hdr-photography) Orazio Gallo, Alejandro Troccoli, Jun Hu, Kari Pulli, [Jan Kautz](/person/jan-kautz) [IEEE Computer Vision and Pattern Recognition (CVPR 2015) Embedded Vision Worksh…](http://www.pamitc.org/cvpr15/) [Simulating the Visual Experience of Very Bright and Very Dark Scenes](/publication/2015-03_simulating-visual-experience-very-bright-and-very-dark-scenes) David Jacobs, Orazio Gallo, Emily Cooper, Kari Pulli, Marc Levoy [ACM Transaction on Graphics](http://dl.acm.org/citation.cfm?id=2714573) [Machine Learning for Adaptive Bilateral Filtering](/publication/2015-02_machine-learning-adaptive-bilateral-filtering) [Iuri Frosio](/person/iuri-frosio), Karen Egiazarian, Kari Pulli [Proc. SPIE 9399, Image Processing: Algorithms and Systems XIII](http://spie.org/EI/conferencedetails/image-processing-algorithms-systems#2077733) ### 2014 [FlexISP: A Flexible Camera Image Processing Framework](/publication/2014-12_flexisp-flexible-camera-image-processing-framework) Felix Heide, Markus Steinberger, Yun-Ta Tsai, Mushfiqur Rouf, Dawid Pająk, Dikpal Reddy, Orazio Gallo, Jing Liu, Wolfgang Heidrich, Karen Egiazarian, [Jan Kautz](/person/jan-kautz), Kari Pulli [Proc. ACM SIGGRAPH Asia](http://sa2014.siggraph.org/en/) [A Non-Linear Filter for Gyroscope-Based Video Stabilization](/publication/2014-09_non-linear-filter-gyroscope-based-video-stabilization) Steven Bell, Alejandro Troccoli, Kari Pulli [European Conference on Computer Vision 2014](http://eccv2014.org/) [Dynamic Image Stacks](/publication/2014-06_dynamic-image-stacks) David E. Jacobs, Orazio Gallo, Kari Pulli [The Fourth IEEE Workshop on Mobile Vision](http://www.cs.stevens.edu/~ghua/ghweb/Workshops/MobileVisionWorkshop2014-Home.htm) [Fast ANN for High-Quality Collaborative Filtering](/index.php/publication/2014-06_fast-ann-high-quality-collaborative-filtering) Yun-Ta Tsai, Markus Steinberger, Dawid Pająk, Kari Pulli [HPG](http://www.highperformancegraphics.org/2014/) ### 2013 [WYSIWYG Computational Photography via Viewfinder Editing](/publication/2013-11_wysiwyg-computational-photography-viewfinder-editing) Jongmin Baek, Dawid Pająk, Kihwan Kim, Kari Pulli, Marc Levoy [Proc. ACM SIGGRAPH Asia](http://sa2013.siggraph.org/en/) [HDR Deghosting: How to Deal with Saturation?](/publication/2013-06_hdr-deghosting-how-deal-saturation) Jun Hu, Orazio Gallo, Kari Pulli, Xiaobai Sun [Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition](http://www.pamitc.org/cvpr13/) ### 2012 [Exposure Stacks for Live Scenes with Hand-held Cameras](/publication/2012-10_exposure-stacks-live-scenes-hand-held-cameras) Jun Hu, Orazio Gallo, Kari Pulli [Proceedings of the European Conference of Computer Vision](http://link.springer.com/chapter/10.1007%2F978-3-642-33718-5_36) [Metering for Exposure Stacks](/publication/2012-05_metering-exposure-stacks) Orazio Gallo, Marius Tico, Roberto Manduchi, Natasha Gelfand, Kari Pulli [Eurographics 2012](http://www.eurographics2012.it/) [FCam for Multiple Cameras](/publication/2012-01_fcam-multiple-cameras) Alejandro Troccoli, Dawid Pająk, Kari Pulli [SPIE Electronic Imaging: Multimedia on Mobile Images 2012](http://spie.org/x16218.xml) ### 2010 [Optical Image Processing Using Light Modulation Displays](/publication/2010-04_optical-image-processing-using-light-modulation-displays) [David Luebke](/person/david-luebke), Gordon Wetzstein, Wolfgang Heidrich [Computer Graphics Forum](http://onlinelibrary.wiley.com/doi/10.1111/j.1467-8659.2010.01660.x/abstract) ### 2008 [Lossless and Near Lossless Compression of Real Color Filter Array data](/publication/lossless-and-near-lossless-compression-real-color-filter-array-data) Karen Eguiazarian, co-author: Andriy Bazhyna [ IEEE Transactions on Consumer Electronics, vol. 54, no. 4, pp. 1492-1500 ](http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4711192) [Real-time Editing and Relighting of Homogeneous Translucent Materials](/publication/2008-06_real-time-editing-and-relighting-homogeneous-translucent-materials) Rui Wang, Qianyong Chen, Ewen Cheslack-Postava, [David Luebke](/person/david-luebke), Rui Wang, Qunsheng Peng, Hujun Bao [Computer Graphics International 2008](http://dl.acm.org/citation.cfm?id=1394332&CFID=94644298&CFTOKEN=74544516) [GPU Computing](/publication/2008-05_gpu-computing) John D. Owens, Mike Houston, [David Luebke](/person/david-luebke), Simon Green, John E. Stone, James C. Phillips [Proceedings of the IEEE](https://escholarship.org/uc/item/0cv1p1nc) ### Researchers [Bart Wronski](/person/bart-wronski) [Charles Loop](/person/charles-loop) [Craig Kolb](/person/craig-kolb) [Iuri Frosio](/person/iuri-frosio) [Jae-Hyun Jung](/person/jae-hyun-jung) [Jan Kautz](/person/jan-kautz) [Jinwei Gu](/person/jinwei-gu) [Joohwan Kim](/person/joohwan-kim) [Ming-Yu Liu](/person/ming-yu-liu) [Morteza Mardani](/person/morteza-mardani) [Seungjun Nah](/person/seungjun-nah) [Yu Zeng](/person/yu-zeng)