@inproceedings{feng2023generating,title={Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera},author={Feng, Ruicheng and Li, Chongyi and Chen, Huaijin and Li, Shuai and Gu, Jinwei and Loy, Chen Change},booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},pages={5013--5022},year={2023},}
@inproceedings{lu2023transflow,title={Transflow: Transformer as flow learner},author={Lu, Yawen and Wang, Qifan and Ma, Siqi and Geng, Tong and Chen, Yingjie Victor and Chen, Huaijin and Liu, Dongfang},booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},pages={18063--18073},year={2023},}
2022
IEEE TIP
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression
@article{duan2022jpd,title={JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression},author={Duan, Shiyu and Chen, Huaijin and Gu, Jinwei},journal={IEEE Transactions on Image Processing},volume={31},pages={4405--4416},year={2022},publisher={IEEE},doi={https://doi.org/10.1109/TIP.2022.3180208}}
OSA OE
Deep camera obscura: an image restoration pipeline for pinhole photography
@article{rego2022deep,title={Deep camera obscura: an image restoration pipeline for pinhole photography},author={Rego, Joshua D and Chen, Huaijin and Li, Shuai and Gu, Jinwei and Jayasuriya, Suren},journal={Optics Express},volume={30},number={15},pages={27214--27235},year={2022},publisher={Optica Publishing Group},}
WACV
Joint Multi-Scale Tone Mapping and Denoising for HDR Image Enhancement
Litao Hu, Huaijin Chen, and Jan P Allebach
In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
@inproceedings{hu2022joint,title={Joint Multi-Scale Tone Mapping and Denoising for HDR Image Enhancement},author={Hu, Litao and Chen, Huaijin and Allebach, Jan P},booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},pages={729--738},year={2022},}
2021
IEEE TCI
iToF2dToF: A robust and flexible representation for data-driven time-of-flight imaging
@article{gutierrez2021itof2dtof,title={iToF2dToF: A robust and flexible representation for data-driven time-of-flight imaging},author={Gutierrez-Barragan, Felipe and Chen, Huaijin and Gupta, Mohit and Velten, Andreas and Gu, Jinwei},journal={IEEE Transactions on Computational Imaging},volume={7},pages={1205--1214},year={2021},publisher={IEEE},}
@inproceedings{feng2021removing,title={Removing diffraction image artifacts in under-display camera via dynamic skip connection network},author={Feng, Ruicheng and Li, Chongyi and Chen, Huaijin and Li, Shuai and Loy, Chen Change and Gu, Jinwei},booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},pages={662--671},year={2021},}
2020
ECCV
UDC 2020 challenge on image restoration of under-display camera: Methods and results
Yuqian Zhou, Michael Kwan, Kyle Tolentino, Neil Emerton, Sehoon Lim, and 6 more authors
@inproceedings{zhou2020udc,title={UDC 2020 challenge on image restoration of under-display camera: Methods and results},author={Zhou, Yuqian and Kwan, Michael and Tolentino, Kyle and Emerton, Neil and Lim, Sehoon and Large, Tim and Fu, Lijiang and Pan, Zhihong and Li, Baopu and Yang, Qirui and others},booktitle={European Conference on Computer Vision},pages={337--351},year={2020},organization={Springer, Cham},}
2019
ICCP
PhaseCam3D—Learning Phase Masks for Passive Single View Depth Estimation
@inproceedings{wu2019phasecam3d,title={PhaseCam3D—Learning Phase Masks for Passive Single View Depth Estimation},author={Wu, Yicheng and Boominathan, Vivek and Chen, Huaijin and Sankaranarayanan, Aswin and Veeraraghavan, Ashok},booktitle={2019 IEEE International Conference on Computational Photography (ICCP)},pages={1--12},year={2019},organization={IEEE},note={{Best Poster Award}}}
IEEE TCI
Fast retinomorphic event-driven representations for video gameplay and action recognition
Huaijin Chen, Wanjia Liu, Rishab Goel, Rhonald C Lua, Siddharth Mittal, and 3 more authors
@article{chen2019fast,title={Fast retinomorphic event-driven representations for video gameplay and action recognition},author={Chen, Huaijin and Liu, Wanjia and Goel, Rishab and Lua, Rhonald C and Mittal, Siddharth and Huang, Yuzhong and Veeraraghavan, Ashok and Patel, Ankit B},journal={IEEE Transactions on Computational Imaging},volume={6},pages={276--290},year={2019},publisher={IEEE},}
2018
ICCP
Reblur2Deblur: Deblurring Videos via Self-Supervised Learning
@inproceedings{chen2018reblur2deblur,title={Reblur2Deblur: Deblurring Videos via Self-Supervised Learning},author={Chen, Huaijin and Gu, Jinwei and Gallo, Orazio and Liu, Ming-Yu and Veeraraghavan, Ashok and Kautz, Jan},booktitle={International Conference on Computational Photography (ICCP), 2018},year={2018},organization={IEEE},}
2017
OSA OE
Compressive holographic video
Zihao Wang, Leonidas Spinoulas, Kuan He, Lei Tian, Oliver Cossairt, and 2 more authors
@article{wang2017compressive,title={Compressive holographic video},author={Wang, Zihao and Spinoulas, Leonidas and He, Kuan and Tian, Lei and Cossairt, Oliver and Katsaggelos, Aggelos K and Chen, Huaijin},journal={Optics express},volume={25},number={1},pages={250--262},year={2017},publisher={Optica Publishing Group},}
@article{chen2017cs,title={CS-ToF: High-resolution compressive time-of-flight imaging},author={Chen, Huaijin and Li, Fengqiang and Pediredla, Adithya and Yeh, Chiakai and He, Kuan and Veeraraghavan, Ashok and Cossairt, Oliver},journal={Optics express},volume={25},number={25},pages={31096--31110},year={2017},publisher={Optical Society of America},}
@inproceedings{chen2016asp,title={ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels},author={Chen, Huaijin and Jayasuriya, Suren and Yang, Jiyue and Stephen, Judy and Sivaramakrishnan, Sriram and Veeraraghavan, Ashok and Molnar, Alyosha},booktitle={Computer Vision and Pattern Recognition (CVPR), 2016},year={2016},note={Oral}}
@inproceedings{chen2015fpa,title={FPA-CS: Focal Plane Array-based Compressive Imaging in Short-wave Infrared},author={Chen, Huaijin and Asif, M Salman and Sankaranarayanan, Aswin C and Veeraraghavan, Ashok},booktitle={Computer Vision and Pattern Recognition (CVPR), 2015},pages={2358--2366},year={2015},}