Brian Price
Principal Scientist
Adobe Research
Email:
As a research scientist at Adobe, I research Computer Vision, develop new technologies, transfer them to Adobe products, and work with universities and PhD students through collaborations and internships. (See full bio here)
Research Interests: Computer Vision, Graphics, and Machine Learning, especially segmentation (interactive object selection, matting, panoptic/semantic segmentation, video segmentation), image synthesis, and document understanding.
Latest News
ICLR 2025
Apr 23, 2025
Though I'm not at ICLR, I have a paper there: Refine-by-Align. Check it out at the conference or on my Papers page.
NeurIPS 2024
Dec 10, 2024
I'm here at NeurIPS for the first time. I'm be presenting my paper "Uncertainty-aware Fine-tuning of Segmentation Foundation Models."
ECCV 2024
Oct 1, 2024
I'm at ECCV. I have two papers, SPIN and Seggen. Check them out on my Papers page.
Recent Publications
Refine-by-Align: Reference-Guided Artifacts Refinement through Semantic Alignment.
Yizhi Song, Liu He, Zhifei Zhang, Soo Ye Kim, He Zhang, Wei Xiong, Zhe Lin, Brian Price, Scott Cohen, Jianming Zhang, Daniel Aliaga.
ICLR 2025
[PDF]
Uncertainty-aware Fine-tuning of Segmentation Foundation Models.
Kangning Liu, Brian Price, Jason Kuen, Yifei Fan, Zijun Wei, Luis Figueroa, Krzysztof J. Geras, Carlos Fernandez-Granda.
NeurIPS 2024
[PDF]
SPIN: Hierarchical Segmentation with Subpart Granularity in Natural Images.
Josh Myers-dean, Jarek Reynolds, Brian Price, Yifei Fan, Danna Gurari.
ECCV 2024
[PDF]
Recent Patents
Instant masks with polarized light
Kenji Enomoto, Brian Price, Scott Cohen, Gavin Miller
US Patent 12,266,112. Apr. 1, 2025.
Segmenting objects using scale-diverse segmentation neural networks
Scott Cohen, Long Mai, Jun Hao Liew, Brian Price
US Patent 12,254,633. Mar. 18, 2025.
Interactive Image Matting Using Neural Networks
Brian Price, Scott Cohen, Marco Forte, Ning Xu
CN Patent 201911228273.0. Feb. 28, 2025.
Technologies Highlights
Object-aware Refine Edge
A few years back I helped to advise on the creation of the Select and Mask workspace in Photoshop that allows users to select objects in images. Photoshop added a new mode that allows for improved extraction of hair for complex images. This mode is a follow on to our Deep Image Matting paper from CVPR 2017.