He Zhang

Senior Research Scientist/Engineer

San Jose

I am a senior researcher at Adobe Research. where my main focus is to design the workflow for image composition including high-quality object segmentation, image harmonization, object/portrait relighting, object/portrait shadow generation and inverse rendering for image editing using diffusion model. I did my PhD advised by Vishal M. Patel. More info can be found on my homepage

Publications

Relightful Harmonization: Lighting-aware Portrait Background Replacement

Ren, M., Xiong, W., Yoon, J., Shu, Z., Zhang, J., Jung, H., Gerig, G., Zhang, H. (Jun. 17, 2024)

CVPR 2024

Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image

Mei, Y., Zeng, Y., Zhang, H., Shu, Z., Zhang, X., Bi, S., Zhang, J., Jung, H., Patel, V. (Jun. 17, 2024)

CVPR 2024

IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation

Song, Y., Zhang, Z., Lin, Z., Cohen, S., Price, B., Zhang, J., Kim, S., Zhang, H., Xiong, W., Aliaga, D., Price, P. (Jun. 17, 2024)

CVPR 2024

Perceptual Artifacts Localization for Image Synthesis Tasks

Zhang, L., Xu, Z., Barnes, C., Zhou, Y., Liu, Q., Zhang, H., Lin, Z., Amirghodsi, S., Shechtman, E., Shi, J. (Oct. 4, 2023)

International Conference on Computer Vision (ICCV'23)

Semi-supervised Parametric Real-world Image Harmonization

Wang, K., Gharbi, M., Zhang, H., Xia, Z., Shechtman, E., Shechtman, S. (Jun. 21, 2023)

Computer Vision and Pattern Recognition (CVPR'23)

Boosting Robustness of Image Matting With Context Assembling and Strong Data Augmentation

Dai, Y., Price, B., Zhang, H., Shen, C. (Jun. 19, 2022)

CVPR 2022