Book Chapter:
He Zhang and V. M. Patel, "Disciminative Sparse Representations," in Handbook of Convex Optimization Methods in Imaging Science, V.Monga (Ed.), Springer 2016.
Journal:
He Zhang and V. M. Patel, Sparse Representation-based Open set Recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), (PDF) (Code)
He Zhang and V. M. Patel, "Convolutional sparse and Low-rank coding-based image decomposition,"IEEE Transactions on Image Processing (TIP) , Sep, 2017.(PDF)
He Zhang, V. Sindagi and V. M. Patel "Image De-raining Using a Conditional Generative Adversarial Network", IEEE TCSVT,, May, 2019. (PDF) (Code) (Project Page)
He Zhang, V. Sindagi and V. M. Patel "Joint Transmission Map Estimation and Dehazing using Deep Networks", IEEE TCSVT,, May, 2019. (PDF)
Pu. Wang, He Zhang and V. M. Patel " SAR Image Despeckling Using a Convolutional Neural Network", IEEE Signal Processing Letter, Sep, 2017 (PDF)(Code)
He Zhang, BS Riggan, S Hu, NJ Short, V. M. Patel, "Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks", International Journal of Computer Vision (IJCV), Jan 2019. (PDF)
P.Bao, ... , He Zhang, H.Sun, Z Wang, and Y Zhang, "Convolutional Sparse Coding for Compressed Sensing CT Reconstruction", IEEE Transactions on Medical Imaging (TMI), accepted, Mar, 2019. (PDF)
J.Zhang, W. Ren, He Zhang,..., X. Cao "Hierarchical Density-Aware Dehazing Network," IEEE Transactions on Cybernetics, accepted, April, 2021. (PDF)
Conference:
Y. Mei, He Zhang, X Zhang, J Zhang, Z Shu, Y Wang, Z Wei, S Yan, H Jung, V. M. Patel, "LightPainter: Interactive Portrait Relighting with Freehand Scribble", IEEE CVPR 2023
Y. Shen, J.Zhang, J.Philip, Y.Hold-Geoffroy, X.Sun, He Zhang, Lu Ling, Bedrich Benes"PixHt-Lab: Pixel Height Based Light Effect Generation for Image Compositing", IEEE CVPR 2023
K. Wang, M.Gharbi, He Zhang, Z.Xia, E.Shechtman, "Semi-supervised Parametric Real-world Image Harmonization", IEEE CVPR, 2023
Jeya Maria Jose, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin , Jose Echevarria, Yinglan Ma, Zijun Wei, Kalyan Sunkavalli, and Vishal M. Patel, Interactive Portrait Harmonization, ICLR 2023
Y Shen, ..., He Zhang, B Benes " Controllable Shadow Generation Using Pixel Heigh Maps", ECCV, 2022
Y Dai, B Price, He Zhang, C Shen, "Boosting Robustness of Image Matting with Context Assembling and Strong Data Augmentation ", IEEE CVPR, 2022
C Yang, Y Wang, J Zhang, He Zhang, Z Wei, Z Lin, A Yuille , "Lite Vision Transformer with Enhanced Self-Attention ", IEEE CVPR, 2022
Y Jiang, He Zhang,..., Z Wang, "SSH: A self-supervised framework for image harmonization", IEEE ICCV, 2021
Q. Yu, J Zhang, He Zhang , Y. Wang , Z. Lin, N. Xu, Y. Bai, A. Yuille "Mask guided matting via progressive refinement network", IEEE CVPR, 2021
He Zhang, J Zhang, Z. Lin, F. Perazzi and V. M. Patel "Deep Image Compositing", IEEE WACV, 2021 (PDF)
Y Dong, Y Liu, He Zhang, S Chen, Y Qiao, 'Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing', AAAI, New York, 2020 (code)
He Zhang and V. M. Patel, "Densely Connected Pyramid Dehazing Network", IEEE Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018 (PDF)(Code)
He Zhang and V. M. Patel, "Density-aware Single Image De-raining using a Multi-stream Dense Network", IEEE Computer Vision and Pattern Recognition (CVPR), Salt Lake City, UT, 2018 (PDF)(Code)
He Zhang, V. Sindagi and V. M. Patel, "Multi-scale Single Image Dehazing using Perceptual Pyramid Deep Network", IEEE Computer Vision and Pattern Recognition (CVPRW), Salt Lake City, UT, 2018 (PDF)(Code)
He Zhang and V. M. Patel, "Convolutional sparse coding-based image decomposition," British Machine Vision Conference (BMVC), York, UK, 2016. (PDF)(Code)
He Zhang and V. M. Patel, "Convolutional sparse and low-rank coding-based rain streak removal," IEEE Winter Conference on Applications of Computer Vision (WACV), Santa Rosa, CA, 2017. (PDF)
He Zhang, V. M. Patel, B.Riggan and S.Hu,"Generative adversarial network-based synthesis of visible faces from polarimetric thermal faces", IEEE International Joint Confernece on Biometrics (IJCB), Denver, CO, 2017 (Oral). (PDF)
Pu. Wang, He Zhang and V. M. Patel "Generative Adversarial Network-Based Restoration of Speckled SAR Images", IEEE CAMSAP, 2017 (PDF)
Challenge:
1. First place (first author) in CVPR-2018 NTIRE-2018 Dehazing Challenge: 3rd New Trends in Image Restoration and Enhancement workshop and challenges. (PDF)(Code)
2. First place (first author) in ICME-2018 Challenge:Heterogeneous Face Recognition: Polarimetric Thermal-to-Visible Matching.
Award: