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Brian Price

Principal Scientist
Adobe Research

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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

CVPR 2024

Jun 17, 2024

This week is CVPR. I have four papers. See my Papers section for details.

WACV 2024

Jan 4, 2024

I have a paper this week in WACV, Interactive Segmentation for Diverse Gesture Types Without Context. See Papers for details.

CVPR 2023

Jun 19, 2023

I'm at CVPR in Vancouver this week. I have three papers being presented. Check out my Papers page for details.

Recent Publications

PolarMatte: Fully Computational Ground-Truth-Quality Alpha Matte Extraction for Images and Video using Polarized Screen Matting

Kenji Enomoto, TJ Rhodes, Brian Price, Gavin Miller

CVPR 2024

[PDF]

MAGICK: A Large-scale Captioned Dataset from Matting Generated Images using Chroma Keying

Ryan Burgert, Brian Price, Jason Kuen, Yijun Li, Michael Ryoo

CVPR 2024

IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian Price, Jianming Zhang, Soo Ye Kim, He Zhang, Wei Xiong, Daniel Aliaga

CVPR 2024

Recent Patents

Generating Class-Agnostic Object Masks in Digital Images

Brian Price, Scott Cohen, Yinan Zhao.

US Patent 11587234. Feb. 21, 2023.

Utilizing interactive deep learning to select objects in digital visual media

Brian Price, Scott Cohen, Mai Long, Jun Hao Liew.

US Patent 11568627. Jan. 31, 2023.

Text Refinement Network

Zhifei Zhang, Xingqian Xu, Zhaowen Wang, Brian Price.

GB Patent 2600806. Dec. 28, 2022.

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.

 

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