Publications

2025

1. 

   A fully-statistical wave scattering model for heterogeneous surfaces (to be updated)

   Zhengze Liu, Yifan Peng, Rui Wang, and Yuchi Huo

   Accepted by SIGGRAPH 2025, and to appear in ACM Transactions on Graphics, 2025

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2. 

   Learned off-aperture encoding for wide field-of-view RGBD imaging

   Haoyu Wei, Xin Liu, Yuhui Liu, Qiang Fu, Wolfgang Heidrich, Edmund Y Lam, and Yifan Peng

   IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025

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   @article{wei2025learned,
     title = {Learned off-aperture encoding for wide field-of-view RGBD imaging},
     author = {Wei, Haoyu and Liu, Xin and Liu, Yuhui and Fu, Qiang and Heidrich, Wolfgang and Lam, Edmund Y and Peng, Yifan},
     journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
     year = {2025},
   }

3. 

   Learned binocular-encoding optics for RGBD imaging using joint stereo and focus cues

   Yuhui Liu, Liangxun Ou, Qiang Fu, Hadi Amata, Wolfgang Heidrich, and Yifan Peng

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (Oral), 2025

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   @inproceedings{liu2024learned,
     title = {Learned binocular-encoding optics for RGBD imaging using joint stereo and focus cues},
     author = {Liu, Yuhui and Ou, Liangxun and Fu, Qiang and Amata, Hadi and Heidrich, Wolfgang and Peng, Yifan},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (Oral)},
     year = {2025},
   }

4. 

   Glossy object reconstruction with cost-effective polarized acquisition

   Bojian Wu, Yifan Peng, Ruizhen Hu, and Xiaowei Zhou

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (Highlight), 2025

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   @inproceedings{wu2024glossy,
     title = {Glossy object reconstruction with cost-effective polarized acquisition},
     author = {Wu, Bojian and Peng, Yifan and Hu, Ruizhen and Zhou, Xiaowei},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (Highlight)},
     year = {2025},
   }

5. 

   MoFlow: motion-guided flows for recurrent rendered frame prediction

   Zhizhen Wu, Zhilong Yuan, Chenyu Zuo, Yazhen Yuan, Yifan Peng, Guiyang Pu, Rui Wang, and Yuchi Huo

   ACM Transactions on Graphics, 2025

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   @article{wu2025moflow,
     title = {MoFlow: motion-guided flows for recurrent rendered frame prediction},
     author = {Wu, Zhizhen and Yuan, Zhilong and Zuo, Chenyu and Yuan, Yazhen and Peng, Yifan and Pu, Guiyang and Wang, Rui and Huo, Yuchi},
     journal = {ACM Transactions on Graphics},
     year = {2025},
     publisher = {ACM New York, NY},
   }

6. 

   In situ fully vectorial tomography and pupil function retrieval of tightly focused fields

   Xin Liu, Shijie Tu, Yiwen Hu, Yifan Peng, Yubing Han, Cuifang Kuang, Xu Liu, and Xiang Hao

   Nature Communications, 2025

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   @article{liu2025situ,
     title = {In situ fully vectorial tomography and pupil function retrieval of tightly focused fields},
     author = {Liu, Xin and Tu, Shijie and Hu, Yiwen and Peng, Yifan and Han, Yubing and Kuang, Cuifang and Liu, Xu and Hao, Xiang},
     journal = {Nature Communications},
     volume = {16},
     number = {1},
     pages = {3478},
     year = {2025},
     publisher = {Nature Publishing Group UK London},
   }

7. 

   GO-NeRF: Generating objects in neural radiance fields for virtual reality content creation

   Peng Dai, Feitong Tan, Xin Yu, Yifan Peng, Yinda Zhang, and Xiaojuan Qi

   IEEE Transactions on Visualization and Computer Graphics, 2025

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   @article{10919233,
     author = {Dai, Peng and Tan, Feitong and Yu, Xin and Peng, Yifan and Zhang, Yinda and Qi, Xiaojuan},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     title = {GO-NeRF: Generating objects in neural radiance fields for virtual reality content creation},
     year = {2025},
     volume = {},
     number = {},
     pages = {1-11},
     keywords = {Three-dimensional displays;Neural radiance field;Rendering (computer graphics);Training;Pipelines;Image reconstruction;Optimization;Virtual environments;User interfaces;Solid modeling;Virtual environment;Objects generation;Compositional rendering;Neural radiance fields;3D scenes;Interface},
     doi = {10.1109/TVCG.2025.3549558},
   }

8. 

   Off-axis holographic augmented reality displays with HOE-empowered and camera-calibrated propagation

   Xinxing Xia, Daqiang Ma, Xiangyu Meng, Feifan Qu, Huadong Zheng, Yingjie Yu, and Yifan Peng

   Photon. Res., 2025

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   @article{Xia:25,
     author = {Xia, Xinxing and Ma, Daqiang and Meng, Xiangyu and Qu, Feifan and Zheng, Huadong and Yu, Yingjie and Peng, Yifan},
     journal = {Photon. Res.},
     keywords = {Holographic displays; Near eye displays; Optical components; Stochastic gradient descent; Systems design; Three dimensional displays},
     number = {3},
     pages = {687--697},
     publisher = {Optica Publishing Group},
     title = {Off-axis holographic augmented reality displays with HOE-empowered and camera-calibrated propagation},
     volume = {13},
     year = {2025},
     doi = {10.1364/PRJ.543925},
   }

9. 

   3D-HoloNet: fast, unfiltered, 3D hologram generation with camera-calibrated network learning

   Wenbin Zhou, Feifan Qu, Xiangyu Meng, Zhenyang Li, and Yifan Peng

   Opt. Lett., 2025

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   @article{Zhou:25,
     author = {Zhou, Wenbin and Qu, Feifan and Meng, Xiangyu and Li, Zhenyang and Peng, Yifan},
     journal = {Opt. Lett.},
     keywords = {Holographic displays; Image quality; Image reconstruction; Near eye displays; Three dimensional displays; Wave propagation},
     number = {4},
     pages = {1188--1191},
     publisher = {Optica Publishing Group},
     title = {3D-HoloNet: fast, unfiltered, 3D hologram generation with camera-calibrated network learning},
     volume = {50},
     year = {2025},
     doi = {10.1364/OL.544816},
   }

10. 

    Computational optical imaging: on the convergence of physical and digital layers

    Zhaoqiang Wang, Yifan Peng, Lu Fang, and Liang Gao

    Optica, 2025

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    @article{wang2025computational,
      title = {Computational optical imaging: on the convergence of physical and digital layers},
      author = {Wang, Zhaoqiang and Peng, Yifan and Fang, Lu and Gao, Liang},
      journal = {Optica},
      volume = {12},
      number = {1},
      pages = {113--130},
      year = {2025},
      publisher = {Optica Publishing Group},
    }

2024

1. 

   Embodied neuromorphic synergy for lighting-robust machine vision to see in extreme bright

   Shijie Lin, Guangze Zheng, Ziwei Wang, Ruihua Han, Wanli Xing, Zeqing Zhang, Yifan Peng, and Jia Pan

   Nature Communications, 2024

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   @article{lin2024embodied,
     title = {Embodied neuromorphic synergy for lighting-robust machine vision to see in extreme bright},
     author = {Lin, Shijie and Zheng, Guangze and Wang, Ziwei and Han, Ruihua and Xing, Wanli and Zhang, Zeqing and Peng, Yifan and Pan, Jia},
     journal = {Nature Communications},
     volume = {15},
     number = {1},
     pages = {1--14},
     year = {2024},
     publisher = {Nature Publishing Group},
   }

2. 

   Local gaussian density mixtures for unstructured lumigraph rendering

   Xiuchao Wu, Jiamin Xu, Chi Wang, Yifan Peng, Qixing Huang, James Tompkin, and Weiwei Xu

   In ACM SIGGRAPH Asia 2024 Conference Papers, 2024

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   @inproceedings{wu2024lgdm,
     title = {Local gaussian density mixtures for unstructured lumigraph rendering},
     author = {Wu, Xiuchao and Xu, Jiamin and Wang, Chi and Peng, Yifan and Huang, Qixing and Tompkin, James and Xu, Weiwei},
     booktitle = {ACM SIGGRAPH Asia 2024 Conference Papers},
     year = {2024},
   }

3. 

   Learned multi-aperture color-coded optics for snapshot hyperspectral imaging

   Zheng Shi, Xiong Dun, Haoyu Wei, Shiyu Dong, Zhanshan Wang, Xinbin Cheng, Felix Heide, and Yifan Peng

   ACM Transactions on Graphics (ACM Siggraph Asia), 2024

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   @article{shi2024learned,
     title = {Learned multi-aperture color-coded optics for snapshot hyperspectral imaging},
     author = {Shi, Zheng and Dun, Xiong and Wei, Haoyu and Dong, Shiyu and Wang, Zhanshan and Cheng, Xinbin and Heide, Felix and Peng, Yifan},
     journal = {ACM Transactions on Graphics (ACM Siggraph Asia)},
     volume = {43},
     number = {6},
     year = {2024},
     publisher = {ACM New York, NY, USA},
   }

4. 

   LightFormer: light-oriented global neural rendering in dynamic scene

   Haocheng Ren, Yuchi Huo, Yifan Peng, Hongtao Sheng, Weidong Xue, Hongxiang Huang, Jingzhen Lan, Rui Wang, and Hujun Bao

   ACM Transactions on Graphics (TOG), 2024

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   @article{ren2024lightformer,
     title = {LightFormer: light-oriented global neural rendering in dynamic scene},
     author = {Ren, Haocheng and Huo, Yuchi and Peng, Yifan and Sheng, Hongtao and Xue, Weidong and Huang, Hongxiang and Lan, Jingzhen and Wang, Rui and Bao, Hujun},
     journal = {ACM Transactions on Graphics (TOG)},
     volume = {43},
     number = {4},
     pages = {1--14},
     year = {2024},
     publisher = {ACM New York, NY, USA},
   }

5. 

   Learned scanpaths aid blind panoramic video quality assessment

   Kanglong Fan, Wen Wen, Mu Li, Yifan Peng, and Kede Ma

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

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   @inproceedings{fan2024learned,
     title = {Learned scanpaths aid blind panoramic video quality assessment},
     author = {Fan, Kanglong and Wen, Wen and Li, Mu and Peng, Yifan and Ma, Kede},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     pages = {2599--2608},
     year = {2024},
   }

6. 

   Full-colour 3D holographic augmented-reality displays with metasurface waveguides

   Manu Gopakumar, Gun-Yeal Lee, Suyeon Choi, Brian Chao, Yifan Peng, Jonghyun Kim, and Gordon Wetzstein

   Nature, 2024

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   @article{Gopakumar2024,
     author = {Gopakumar, Manu and Lee, Gun-Yeal and Choi, Suyeon and Chao, Brian and Peng, Yifan and Kim, Jonghyun and Wetzstein, Gordon},
     title = {Full-colour 3D holographic augmented-reality displays with metasurface waveguides},
     journal = {Nature},
     year = {2024},
   }

7. 

   Neural bokeh: learning lens blur for computational videography and out-of-focus mixed reality

   David Mandl, Shohei Mori, Peter Mohr, Yifan Peng, Tobias Langlotz, Dieter Schmalstieg, and Denis Kalkofen

   In IEEE Conference on Virtual Reality and 3D User Interfaces (VR), 2024

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   @inproceedings{Mandl2024NeuralBokeh,
     author = {Mandl, David and Mori, Shohei and Mohr, Peter and Peng, Yifan and Langlotz, Tobias and Schmalstieg, Dieter and Kalkofen, Denis},
     booktitle = {IEEE Conference on Virtual Reality and 3D User Interfaces (VR)},
     title = {Neural bokeh: learning lens blur for computational videography and out-of-focus mixed reality},
     year = {2024},
   }

2023

1. 

   Adaptive recurrent frame prediction with learnable motion vectors

   Zhizhen Wu, Chenyu Zuo, Yuchi Huo, Yazhen Yuan, Yifan Peng, Guiyang Pu, Rui Wang, and Hujun Bao

   In SIGGRAPH Asia 2023 Conference Papers, 2023

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   @inproceedings{wu2023adaptive,
     title = {Adaptive recurrent frame prediction with learnable motion vectors},
     author = {Wu, Zhizhen and Zuo, Chenyu and Huo, Yuchi and Yuan, Yazhen and Peng, Yifan and Pu, Guiyang and Wang, Rui and Bao, Hujun},
     booktitle = {SIGGRAPH Asia 2023 Conference Papers},
     pages = {1--11},
     year = {2023},
   }

2. 

   Learning a room with the Occ-SDF hybrid: signed distance function mingled with occupancy aids scene representation

   Xiaoyang Lyu, Peng Dai, Zizhang Li, Dongyu Yan, Yi Lin, Yifan Peng, and Xiaojuan Qi

   IEEE ICCV, 2023

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   @article{lyu2023learning,
     title = {Learning a room with the Occ-SDF hybrid: signed distance function mingled with occupancy aids scene representation},
     author = {Lyu, Xiaoyang and Dai, Peng and Li, Zizhang and Yan, Dongyu and Lin, Yi and Peng, Yifan and Qi, Xiaojuan},
     journal = {IEEE ICCV},
     year = {2023},
   }

3. 

   Exploring angular-steering illumination-based eyebox expansion for holographic displays

   Xinxing Xia, Weisen Wang, Frank Guan, Furong Yang, Xinghua Shui, Huadong Zheng, Yingjie Yu, and Yifan Peng

   Optics Express, 2023

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   @article{xia2023exploring,
     title = {Exploring angular-steering illumination-based eyebox expansion for holographic displays},
     author = {Xia, Xinxing and Wang, Weisen and Guan, Frank and Yang, Furong and Shui, Xinghua and Zheng, Huadong and Yu, Yingjie and Peng, Yifan},
     journal = {Optics Express},
     volume = {31},
     number = {19},
     pages = {31563--31573},
     year = {2023},
     publisher = {Optica Publishing Group},
   }

4. 

   Modeling off-axis diffraction with the least-sampling angular spectrum method

   Haoyu Wei, Xin Liu, Xiang Hao, Edmund Y Lam, and Yifan Peng

   Optica, 2023

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   @article{wei2023modeling,
     title = {Modeling off-axis diffraction with the least-sampling angular spectrum method},
     author = {Wei, Haoyu and Liu, Xin and Hao, Xiang and Lam, Edmund Y and Peng, Yifan},
     journal = {Optica},
     volume = {10},
     number = {7},
     pages = {959--962},
     year = {2023},
     publisher = {Optica Publishing Group},
   }

5. 

   Optical neural network via loose neuron array and functional learning

   Yuchi Huo, Hujun Bao, Yifan Peng, Chen Gao, Wei Hua, Qing Yang, Haifeng Li, Rui Wang, and Sung-Eui Yoon

   Nature Communications, 2023

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   @article{huo2023optical,
     title = {Optical neural network via loose neuron array and functional learning},
     author = {Huo, Yuchi and Bao, Hujun and Peng, Yifan and Gao, Chen and Hua, Wei and Yang, Qing and Li, Haifeng and Wang, Rui and Yoon, Sung-Eui},
     journal = {Nature Communications},
     volume = {14},
     number = {1},
     pages = {2535},
     year = {2023},
     publisher = {Nature Publishing Group UK London},
   }

6. 

   Off-axis layered displays: hybrid direct-view/near-eye mixed reality with focus cues

   Christoph Ebner, Peter Mohr, Tobias Langlotz, Yifan Peng, Dieter Schmalstieg, Gordon Wetzstein, and Denis Kalkofen

   IEEE Transactions on Visualization and Computer Graphics, 2023

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   @article{ebner2023off,
     title = {Off-axis layered displays: hybrid direct-view/near-eye mixed reality with focus cues},
     author = {Ebner, Christoph and Mohr, Peter and Langlotz, Tobias and Peng, Yifan and Schmalstieg, Dieter and Wetzstein, Gordon and Kalkofen, Denis},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     volume = {29},
     number = {5},
     pages = {2816--2825},
     year = {2023},
     publisher = {IEEE},
   }

2022

1. 

   Temperature-robust learned image recovery for shallow-designed imaging systems

   Wei Chen, Bingyun Qi, Xu Liu, Haifeng Li, Xiang Hao, and Yifan Peng

   Advanced Intelligent Systems, 2022

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   @article{chen2022temperature,
     title = {Temperature-robust learned image recovery for shallow-designed imaging systems},
     author = {Chen, Wei and Qi, Bingyun and Liu, Xu and Li, Haifeng and Hao, Xiang and Peng, Yifan},
     journal = {Advanced Intelligent Systems},
     volume = {4},
     number = {10},
     pages = {2200149},
     year = {2022},
     publisher = {Wiley Online Library},
   }

2. 

   Investigating deep optics model representation in affecting resolved all-in-focus image quality and depth estimation fidelity

   Xin Liu, Linpei Li, Xu Liu, Xiang Hao, and Yifan Peng

   Optics Express, 2022

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   @article{liu2022investigating,
     title = {Investigating deep optics model representation in affecting resolved all-in-focus image quality and depth estimation fidelity},
     author = {Liu, Xin and Li, Linpei and Liu, Xu and Hao, Xiang and Peng, Yifan},
     journal = {Optics Express},
     volume = {30},
     number = {20},
     pages = {36973--36984},
     year = {2022},
     publisher = {Optica Publishing Group},
   }

3. 

   Time-multiplexed neural holography: a flexible framework for holographic near-eye displays with fast heavily-quantized spatial light modulators

   Suyeon Choi, Manu Gopakumar, Yifan Peng, Jonghyun Kim, Matthew O’Toole, and Gordon Wetzstein

   In ACM SIGGRAPH 2022 Conference Proceedings, 2022

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   @inproceedings{choi2022time,
     title = {Time-multiplexed neural holography: a flexible framework for holographic near-eye displays with fast heavily-quantized spatial light modulators},
     author = {Choi, Suyeon and Gopakumar, Manu and Peng, Yifan and Kim, Jonghyun and O'Toole, Matthew and Wetzstein, Gordon},
     booktitle = {ACM SIGGRAPH 2022 Conference Proceedings},
     pages = {1--9},
     year = {2022},
   }

4. 

   Holographic glasses for virtual reality

   Jonghyun Kim, Manu Gopakumar, Suyeon Choi, Yifan Peng, Ward Lopes, and Gordon Wetzstein

   In ACM SIGGRAPH 2022 Conference Proceedings, 2022

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   @inproceedings{kim2022holographic,
     title = {Holographic glasses for virtual reality},
     author = {Kim, Jonghyun and Gopakumar, Manu and Choi, Suyeon and Peng, Yifan and Lopes, Ward and Wetzstein, Gordon},
     booktitle = {ACM SIGGRAPH 2022 Conference Proceedings},
     pages = {1--9},
     year = {2022},
   }

5. 

   Video see-through mixed reality with focus cues

   Christoph Ebner, Shohei Mori, Peter Mohr, Yifan Peng, Dieter Schmalstieg, Gordon Wetzstein, and Denis Kalkofen

   IEEE Transactions on Visualization and Computer Graphics, 2022

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   @article{ebner2022video,
     title = {Video see-through mixed reality with focus cues},
     author = {Ebner, Christoph and Mori, Shohei and Mohr, Peter and Peng, Yifan and Schmalstieg, Dieter and Wetzstein, Gordon and Kalkofen, Denis},
     journal = {IEEE Transactions on Visualization and Computer Graphics},
     volume = {28},
     number = {5},
     pages = {2256--2266},
     year = {2022},
     publisher = {IEEE},
   }

6. 

   All-day thin-lens computational imaging with scene-specific learning recovery

   Bingyun Qi, Wei Chen, Xiong Dun, Xiang Hao, Rui Wang, Xu Liu, Haifeng Li, and Yifan Peng

   Applied Optics, 2022

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   @article{qi2022all,
     title = {All-day thin-lens computational imaging with scene-specific learning recovery},
     author = {Qi, Bingyun and Chen, Wei and Dun, Xiong and Hao, Xiang and Wang, Rui and Liu, Xu and Li, Haifeng and Peng, Yifan},
     journal = {Applied Optics},
     volume = {61},
     number = {4},
     pages = {1097--1105},
     year = {2022},
     publisher = {Optica Publishing Group},
   }

2021

1. 

   Speckle-free holography with partially coherent light sources and camera-in-the-loop calibration

   Yifan Peng, Suyeon Choi, Jonghyun Kim, and Gordon Wetzstein

   Science advances, 2021

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   @article{peng2021speckle,
     title = {Speckle-free holography with partially coherent light sources and camera-in-the-loop calibration},
     author = {Peng, Yifan and Choi, Suyeon and Kim, Jonghyun and Wetzstein, Gordon},
     journal = {Science advances},
     volume = {7},
     number = {46},
     pages = {eabg5040},
     year = {2021},
     publisher = {American Association for the Advancement of Science},
   }

2. 

   Neural 3D holography: learning accurate wave propagation models for 3D holographic virtual and augmented reality displays

   Suyeon Choi, Manu Gopakumar, Yifan Peng, Jonghyun Kim, and Gordon Wetzstein

   ACM Transactions on Graphics (TOG), 2021

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   @article{choi2021neural,
     title = {Neural 3D holography: learning accurate wave propagation models for 3D holographic virtual and augmented reality displays},
     author = {Choi, Suyeon and Gopakumar, Manu and Peng, Yifan and Kim, Jonghyun and Wetzstein, Gordon},
     journal = {ACM Transactions on Graphics (TOG)},
     volume = {40},
     number = {6},
     pages = {1--12},
     year = {2021},
     publisher = {ACM New York, NY, USA},
   }

3. 

   Shift-variant color-coded diffractive spectral imaging system

   Henry Arguello, Samuel Pinilla, Yifan Peng, Hayato Ikoma, Jorge Bacca, and Gordon Wetzstein

   Optica, 2021

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   @article{arguello2021shift,
     title = {Shift-variant color-coded diffractive spectral imaging system},
     author = {Arguello, Henry and Pinilla, Samuel and Peng, Yifan and Ikoma, Hayato and Bacca, Jorge and Wetzstein, Gordon},
     journal = {Optica},
     volume = {8},
     number = {11},
     pages = {1424--1434},
     year = {2021},
     publisher = {Optica Publishing Group},
   }

4. 

   Foveated light-field display and real-time rendering for virtual reality

   Chen Gao, Yifan Peng, Rui Wang, Zhuopeng Zhang, Haifeng Li, and Xu Liu

   Applied Optics, 2021

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   @article{gao2021foveated,
     title = {Foveated light-field display and real-time rendering for virtual reality},
     author = {Gao, Chen and Peng, Yifan and Wang, Rui and Zhang, Zhuopeng and Li, Haifeng and Liu, Xu},
     journal = {Applied Optics},
     volume = {60},
     number = {28},
     pages = {8634--8643},
     year = {2021},
     publisher = {Optica Publishing Group},
   }

5. 

   Depth from defocus with learned optics for imaging and occlusion-aware depth estimation

   Hayato Ikoma, Cindy M Nguyen, Christopher A Metzler, Yifan Peng, and Gordon Wetzstein

   In 2021 IEEE International Conference on Computational Photography (ICCP), 2021

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   @inproceedings{ikoma2021depth,
     title = {Depth from defocus with learned optics for imaging and occlusion-aware depth estimation},
     author = {Ikoma, Hayato and Nguyen, Cindy M and Metzler, Christopher A and Peng, Yifan and Wetzstein, Gordon},
     booktitle = {2021 IEEE International Conference on Computational Photography (ICCP)},
     pages = {1--12},
     year = {2021},
     organization = {IEEE},
   }

6. 

   Optimizing image quality for holographic near-eye displays with michelson holography

   Suyeon Choi, Jonghyun Kim, Yifan Peng, and Gordon Wetzstein

   Optica, 2021

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   @article{choi2021optimizing,
     title = {Optimizing image quality for holographic near-eye displays with michelson holography},
     author = {Choi, Suyeon and Kim, Jonghyun and Peng, Yifan and Wetzstein, Gordon},
     journal = {Optica},
     volume = {8},
     number = {2},
     pages = {143--146},
     year = {2021},
     publisher = {Optica Publishing Group},
   }

7. 

   Deep-learned broadband encoding stochastic filters for computational spectroscopic instruments

   Hongya Song, Yaoguang Ma, Yubing Han, Weidong Shen, Wenyi Zhang, Yanghui Li, Xu Liu, Yifan Peng, and Xiang Hao

   Advanced Theory and Simulations, 2021

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   @article{song2021deep,
     title = {Deep-learned broadband encoding stochastic filters for computational spectroscopic instruments},
     author = {Song, Hongya and Ma, Yaoguang and Han, Yubing and Shen, Weidong and Zhang, Wenyi and Li, Yanghui and Liu, Xu and Peng, Yifan and Hao, Xiang},
     journal = {Advanced Theory and Simulations},
     volume = {4},
     number = {3},
     pages = {2000299},
     year = {2021},
     publisher = {Wiley Online Library},
   }

2020

1. 

   Neural holography with camera-in-the-loop training

   Yifan Peng, Suyeon Choi, Nitish Padmanaban, and Gordon Wetzstein

   ACM Transactions on Graphics (TOG), 2020

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   @article{peng2020neural,
     title = {Neural holography with camera-in-the-loop training},
     author = {Peng, Yifan and Choi, Suyeon and Padmanaban, Nitish and Wetzstein, Gordon},
     journal = {ACM Transactions on Graphics (TOG)},
     volume = {39},
     number = {6},
     pages = {1--14},
     year = {2020},
     publisher = {ACM New York, NY, USA},
   }

2. 

   Learned rotationally symmetric diffractive achromat for full-spectrum computational imaging

   Xiong Dun, Hayato Ikoma, Gordon Wetzstein, Zhanshan Wang, Xinbin Cheng, and Yifan Peng

   Optica, 2020

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   @article{dun2020learned,
     title = {Learned rotationally symmetric diffractive achromat for full-spectrum computational imaging},
     author = {Dun, Xiong and Ikoma, Hayato and Wetzstein, Gordon and Wang, Zhanshan and Cheng, Xinbin and Peng, Yifan},
     journal = {Optica},
     volume = {7},
     number = {8},
     pages = {913--922},
     year = {2020},
     publisher = {Optica Publishing Group},
   }

3. 

   End-to-end learned, optically coded super-resolution SPAD camera

   Qilin Sun, Jian Zhang, Xiong Dun, Bernard Ghanem, Yifan Peng, and Wolfgang Heidrich

   ACM Transactions on Graphics (TOG), 2020

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   @article{sun2020end,
     title = {End-to-end learned, optically coded super-resolution SPAD camera},
     author = {Sun, Qilin and Zhang, Jian and Dun, Xiong and Ghanem, Bernard and Peng, Yifan and Heidrich, Wolfgang},
     journal = {ACM Transactions on Graphics (TOG)},
     volume = {39},
     number = {2},
     pages = {1--14},
     year = {2020},
     publisher = {ACM New York, NY, USA},
   }

4. 

   Deep optics for single-shot high-dynamic-range imaging

   Christopher A Metzler, Hayato Ikoma, Yifan Peng, and Gordon Wetzstein

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

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   @inproceedings{metzler2020deep,
     title = {Deep optics for single-shot high-dynamic-range imaging},
     author = {Metzler, Christopher A and Ikoma, Hayato and Peng, Yifan and Wetzstein, Gordon},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
     pages = {1375--1385},
     year = {2020},
   }

2019

1. 

   Learned large field-of-view imaging with thin-plate optics.

   Yifan Peng, Qilin Sun, Xiong Dun, Gordon Wetzstein, Wolfgang Heidrich, and Felix Heide

   ACM Trans. Graph., 2019

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   @article{peng2019learned,
     title = {Learned large field-of-view imaging with thin-plate optics.},
     author = {Peng, Yifan and Sun, Qilin and Dun, Xiong and Wetzstein, Gordon and Heidrich, Wolfgang and Heide, Felix},
     journal = {ACM Trans. Graph.},
     volume = {38},
     number = {6},
     pages = {219--1},
     year = {2019},
   }

2. 

   Holographic near-eye displays based on overlap-add stereograms

   Nitish Padmanaban, Yifan Peng, and Gordon Wetzstein

   ACM Transactions on Graphics (TOG), 2019

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   @article{padmanaban2019holographic,
     title = {Holographic near-eye displays based on overlap-add stereograms},
     author = {Padmanaban, Nitish and Peng, Yifan and Wetzstein, Gordon},
     journal = {ACM Transactions on Graphics (TOG)},
     volume = {38},
     number = {6},
     pages = {1--13},
     year = {2019},
     publisher = {ACM New York, NY, USA},
   }

3. 

   Wirtinger holography for near-eye displays

   Praneeth Chakravarthula, Yifan Peng, Joel Kollin, Henry Fuchs, and Felix Heide

   ACM Transactions on Graphics (TOG), 2019

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   @article{chakravarthula2019wirtinger,
     title = {Wirtinger holography for near-eye displays},
     author = {Chakravarthula, Praneeth and Peng, Yifan and Kollin, Joel and Fuchs, Henry and Heide, Felix},
     journal = {ACM Transactions on Graphics (TOG)},
     volume = {38},
     number = {6},
     pages = {1--13},
     year = {2019},
     publisher = {ACM New York, NY, USA},
   }

2018

1. 

   End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging

   Vincent Sitzmann, Steven Diamond, Yifan Peng, Xiong Dun, Stephen Boyd, Wolfgang Heidrich, Felix Heide, and Gordon Wetzstein

   ACM Transactions on Graphics (TOG), 2018

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   @article{sitzmann2018end,
     title = {End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging},
     author = {Sitzmann, Vincent and Diamond, Steven and Peng, Yifan and Dun, Xiong and Boyd, Stephen and Heidrich, Wolfgang and Heide, Felix and Wetzstein, Gordon},
     journal = {ACM Transactions on Graphics (TOG)},
     volume = {37},
     number = {4},
     pages = {1--13},
     year = {2018},
     publisher = {ACM New York, NY, USA},
   }

2. 

   Depth and transient imaging with compressive spad array cameras

   Qilin Sun, Xiong Dun, Yifan Peng, and Wolfgang Heidrich

   In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2018

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   @inproceedings{sun2018depth,
     title = {Depth and transient imaging with compressive spad array cameras},
     author = {Sun, Qilin and Dun, Xiong and Peng, Yifan and Heidrich, Wolfgang},
     booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
     pages = {273--282},
     year = {2018},
   }

2017

1. 

   Mix-and-match holography.

   Yifan Peng, Xiong Dun, Qilin Sun, and Wolfgang Heidrich

   ACM Trans. Graph., 2017

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   @article{peng2017mix,
     title = {Mix-and-match holography.},
     author = {Peng, Yifan and Dun, Xiong and Sun, Qilin and Heidrich, Wolfgang},
     journal = {ACM Trans. Graph.},
     volume = {36},
     number = {6},
     pages = {191--1},
     year = {2017},
   }

2. 

   Highly efficient waveguide display with space-variant volume holographic gratings

   Chao Yu, Yifan Peng, Qing Zhao, Haifeng Li, and Xu Liu

   Applied optics, 2017

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   @article{yu2017highly,
     title = {Highly efficient waveguide display with space-variant volume holographic gratings},
     author = {Yu, Chao and Peng, Yifan and Zhao, Qing and Li, Haifeng and Liu, Xu},
     journal = {Applied optics},
     volume = {56},
     number = {34},
     pages = {9390--9397},
     year = {2017},
     publisher = {Optica Publishing Group},
   }

3. 

   Revisiting cross-channel information transfer for chromatic aberration correction

   Tiancheng Sun, Yifan Peng, and Wolfgang Heidrich

   In IEEE International Conference on Computer Vision, 2017

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   @inproceedings{sun2017revisiting,
     title = {Revisiting cross-channel information transfer for chromatic aberration correction},
     author = {Sun, Tiancheng and Peng, Yifan and Heidrich, Wolfgang},
     booktitle = {IEEE International Conference on Computer Vision},
     pages = {3248--3256},
     year = {2017},
   }

2016

1. 

   Encoded diffractive optics for full-spectrum computational imaging

   Felix Heide, Qiang Fu, Yifan Peng, and Wolfgang Heidrich

   Scientific reports, 2016

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   @article{heide2016encoded,
     title = {Encoded diffractive optics for full-spectrum computational imaging},
     author = {Heide, Felix and Fu, Qiang and Peng, Yifan and Heidrich, Wolfgang},
     journal = {Scientific reports},
     volume = {6},
     number = {1},
     pages = {33543},
     year = {2016},
     publisher = {Nature Publishing Group UK London},
   }

2. 

   The diffractive achromat full spectrum computational imaging with diffractive optics

   Yifan Peng, Qiang Fu, Felix Heide, and Wolfgang Heidrich

   In SIGGRAPH ASIA 2016 Virtual Reality meets Physical Reality: Modelling and Simulating Virtual Humans and Environments, 2016

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   @incollection{peng2016diffractive,
     title = {The diffractive achromat full spectrum computational imaging with diffractive optics},
     author = {Peng, Yifan and Fu, Qiang and Heide, Felix and Heidrich, Wolfgang},
     booktitle = {SIGGRAPH ASIA 2016 Virtual Reality meets Physical Reality: Modelling and Simulating Virtual Humans and Environments},
     pages = {1--2},
     year = {2016},
   }

2015

1. 

   Computational imaging using lightweight diffractive-refractive optics

   Yifan Peng, Qiang Fu, Hadi Amata, Shuochen Su, Felix Heide, and Wolfgang Heidrich

   Optics express, 2015

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   @article{peng2015computational,
     title = {Computational imaging using lightweight diffractive-refractive optics},
     author = {Peng, Yifan and Fu, Qiang and Amata, Hadi and Su, Shuochen and Heide, Felix and Heidrich, Wolfgang},
     journal = {Optics express},
     volume = {23},
     number = {24},
     pages = {31393--31407},
     year = {2015},
     publisher = {Optica Publishing Group},
   }