Brian Price

Senior Research Scientist

San Jose

Brian is a researcher in the Adobe Research Labs working in computer vision. He received his PhD degree in computer science from Brigham Young University in 2010, and his adviser was Dr. Bryan Morse. His PhD research focused on interactive image segmentation and matting in images and videos. Before that, he received his masters degree from the same institution under the guidance of Dr. William Barrett.

Brian joined Adobe in 2010 after completing his graduate work. His research interests include image and video segmentation and matting, interactive vision methods, stereo, and other computer vision fields, and well as broad interest in computer graphics and machine learning.

My Publications

Published October 28, 2019

MultiSeg: Semantically Meaningful, Scale-Diverse Segmentations from Minimal User Input

International Conference on Computer Vision (ICCV)

Jun Hao Liew, Scott Cohen, Brian Price, Long Mai, Sim-Heng Ong, Jiashi Feng
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 28, 2019

Unconstrained Foreground Object Search

International Conference on Computer Vision (ICCV)

Yinan Zhao, Brian Price, Scott Cohen, Danna Gurari
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 14, 2019

Learning to Trace: Expressive Line Drawing Generation from Photographs

Pacific Graphics

Naoto Inoue, Daichi Ito, Ning Xu, Jimei Yang, Brian Price, Toshihiko Yamasaki
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published September 23, 2019

Deep Splitting and Merging for Table Structure Decomposition

International Conference on Document Analysis and Recognition (ICDAR)

Chris Tensmeyer, Vlad Morariu, Brian Price, Scott Cohen, Tony Martinez
  • Document Intelligence

Published September 20, 2019

Multi-label Connectionist Temporal Classification

International Conference on Document Analysis and Recognition (ICDAR)

Curtis Wigington, Brian Price, Scott Cohen
  • Document Intelligence

Published September 20, 2019

Deep Visual Template-Free Form Parsing

International Conference on Document Analysis and Recognition (ICDAR)

Brian Davis, Bryan Morse, Scott Cohen, Brian Price, Chris Tensmeyer
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 16, 2019

When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images

Conference on Computer Vision and Pattern Recognition (CVPR) 2019

Mahmoud Afifi, Brian Price, Scott Cohen, Michael Brown
  • Computer Vision, Imaging & Video

Published May 6, 2019

Image Recoloring Based on Object Color Distributions

Eurographics 2019 (short paper)

Mahmoud Afifi, Brian Price, Scott Cohen, Michael Brown
  • Computer Vision, Imaging & Video

Published January 8, 2019

Guided Image Inpainting: Replacing an Image Region by Pulling Content from Another Image

Winter Conference on Applications of Computer Vision (WACV) 2020

Yinan Zhao, Brian Price, Scott Cohen, Danna Gurari, Brian Price
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published September 8, 2018

Compositing-aware Image Search

European Conference on Computer Vision (ECCV) 2018

Hengshuang Zhao, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Brian Price, Jia Jiaya
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published September 8, 2018

YouTube-VOS: Sequence-to-Sequence Video Object Segmentation

European Conference on Computer Vision 2018

Ning Xu, Linjie Yang, Yuchen Fan, Jianchao Yang, Dingcheng Yue, Yuchen Liang, Brian Price, Scott Cohen, Thomas Huang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published September 8, 2018

Interactive Boundary Prediction for Object Selection

European Conference on Computer Vision 2018

Hoang Le, Long Mai, Brian Price, Scott Cohen, Hailin Jin, Feng Liu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published September 8, 2018

Start, Follow, Read: End-to-End Full-Page Handwriting Recognition

European Conference on Computer Vision 2018

Curtis Wigington, Chris Tensmeyer, Brian Davis, Bill Barrett, Brian Price, Scott Cohen
  • Document Intelligence

Published June 18, 2018

Disentangling Structure and Aesthetics for Content-aware Image Completion

Conference on Computer Vision and Pattern Recognition (CVPR) 2018

Andrew Gilbert, John Collomosse, Hailin Jin, Brian Price
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 18, 2018

Discriminability objective for training descriptive captions

Conference on Computer Vision and Pattern Recognition (CVPR) 2018

Ruotian Luo, Brian Price, Scott Cohen, Greg Shakhnarovich
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published June 18, 2018

DVQA: Understanding Data Visualization via Question Answering

Conference on Computer Vision and Pattern Recognition (CVPR) 2018

Kushal Kafle, Scott Cohen, Brian Price, Christopher Kanan
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published November 13, 2017

Deep Multi-scale Multi-task FCN for Semantic Page Segmentation and Table Structure Detection

International Conference on Document Analysis and Retrieval (ICDAR) 2017

Dafang He, Brian Price, Scott Cohen, Daniel Kifer, Lee Giles
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published November 13, 2017

Data Augmentation for Recognition of Handwritten Words and Lines using a CNN-LSTM Network

International Conference on Document Analysis and Retrieval (ICDAR) 2017

Curtis Wigington, Seth Stewart, Bill Barrett, Brian Davis, Brian Price, Scott Cohen
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 16, 2017

Group-Theme Recoloring for Multi-Image Color Consistency

Pacific Graphics 2017

Rang Nguyen, Brian Price, Scott Cohen, Michael Brown
  • Computer Vision, Imaging & Video

Published September 4, 2017

Deep GrabCut for Object Selection

British Machine Vision Conference (BMVC) 2017

Ning Xu, Brian Price, Scott Cohen, Jimei Yang, Thomas Huang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published September 1, 2017

Salient Object Subtizing

International Journal of Computer Vision

Jianming Zhang, Shugao Ma, Mehrnoosh Sameki, Stan Sclaroff, Margrit Betke, Zhe Lin, Xiaohui Shen, Brian Price, Radomír Měch
  • Computer Vision, Imaging & Video

Published July 24, 2017

Depth From Defocus in the Wild

In Proc. IEEE Conference on Computer Vision and Pattern Recognition

Huixuan Tang, Scott Cohen, Brian Price, Stephen Schiller, Kiriakos Kutulakos
  • Computer Vision, Imaging & Video

Published July 23, 2017

Forecasting Human Dynamics from Static Images

In Proc. IEEE Conference on Computer Vision and Pattern Recognition

Yu-Wei Chao, Jimei Yang, Brian Price, Scott Cohen, Jia Deng
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published July 22, 2017

Deep Image Matting

In Proc. IEEE Conference on Computer Vision and Pattern Recognition

Ning Xu, Brian Price, Scott Cohen, Thomas Huang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published April 24, 2017

Expanding Color Query Results via Image Recoloring

Eurographics (short paper track)

Sixing Hu, Pierre-Yves Laffont, Brian Price, Scott Cohen, Michael Brown
  • Computer Vision, Imaging & Video

Published February 4, 2017

Towards Richer and Scalable Understanding of facts in Images

AAAI Conference on Artificial Intelligence

Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published February 4, 2017

Sherlock: Scalable Fact Learning in Images

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17)

Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published December 1, 2016

SURGE: Surface Regularized Geometry Estimation from a Single Image

Conference on Neural Information Processing Systems

Peng Wang, Bryan Russell, Xiaohui Shen, Scott Cohen, Brian Price, Alan Yuille
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 27, 2016

Deep Interactive Object Selection

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016.

Ning Xu, Brian Price, Scott Cohen, Jimei Yang, T. Huang
  • Computer Vision, Imaging & Video

Published June 27, 2016

Object Contour Detection with a Fully Convolutional Encoder-Decoder Network

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016. (Spotlight)

Jimei Yang, Brian Price, Scott Cohen, Honglak Lee, Ming-Hsuan Yang
  • Computer Vision, Imaging & Video

Published June 1, 2016

Interactive Segmentation on RGBD Images via Cue Selection

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016.

J. Feng, Brian Price, Scott Cohen, S. Chang

Published June 1, 2016

Two Illuminant Estimation and User Correction Preference

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2016.

D. Cheng, A. Kamel, Brian Price, Scott Cohen, M. Brown

Published June 1, 2016

Unconstrained Salient Object Detection via Proposal Subset Optimization

CVPR 2016

J. Zhang, S. Sclaroff, Zhe Lin, Xiaohui Shen, Brian Price, Radomír Měch

Published June 1, 2016

Discovering Primary Objects in Videos by Saliency Fusion and Iterative Appearance Estimation

IEEE Transactions on Circuits and Systems for Video Technology

Jiong Yang, Gangqiang Zhao, Junsong Yang, Xiaohui Shen, Zhe Lin, Brian Price, Jonathan Brandt
  • Computer Vision, Imaging & Video

Published May 1, 2016

Automatic Portrait Segmentation for Image Stylization

Eurographics 2016.

Xiaoyong Shen, I. Sachs, Sylvain Paris, Aaron Hertzmann, Eli Shechtman, Brian Price, J. Jia

Published April 2, 2016

Automatic Annotation of Structured Facts in Images

Vision and Language workshop

Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published February 1, 2016

Fast Appearance Modeling for Automatic Primary Video Object Segmentation

Transactions on Image Processing, Feb 2016.

Jiong Yang, Brian Price, Xiaohui Shen, Zhe Lin, J. Yuan

Published December 1, 2015

Beyond White: Ground Truth Colors for Color Constancy Correction

In Proc. International Conference on Computer Vision (ICCV) 2015

D. Chen, Brian Price, Scott Cohen, M. Brown

Published December 1, 2015

Joint Object and Part Segmentation using Deep Learned Potentials

In Proc. International Conference on Computer Vision (ICCV) 2015

P. Wang, Xiaohui Shen, Zhe Lin, Scott Cohen, Brian Price, A. Yuille

Published December 1, 2015

Minimum Barrier Salient Object Detection at 80 FPS

ICCV 2015

J. Zhang, Zhe Lin, Xiaohui Shen, Radomír Měch, Brian Price, S. Sclaroff

Published November 1, 2015

Adaptive Metric Learning for Saliency Detection

Transactions on Image Processing

S. Li, H. Lu, Zhe Lin, Xiaohui Shen, Brian Price

Published October 1, 2015

Inner and Inter Label Propagation: Salient Object Detection in the Wild

Transactions on Image Processing

H. Li, H. Lu, Zhe Lin, Xiaohui Shen, Brian Price

Published June 8, 2015

PatchCut: Data-Driven Object Segmentation via Local Shape Transfer

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015.

Jimei Yang, Brian Price, Scott Cohen, Zhe Lin, Ming-Hsuan Yang
  • Computer Vision, Imaging & Video

Published June 1, 2015

Salient Object Subitizing

CVPR 2015

J. Zhang, S. Ma, M. Sameki, S. Sclaroff, M. Betke, Zhe Lin, Xiaohui Shen, Brian Price, Radomír Měch

Published January 1, 2015

Efficient Learning-based Illuminant Estimation Using Simple Features

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015.

D. Cheng, Brian Price, Scott Cohen, M. Brown

Published January 1, 2015

Towards Unified Depth and Semantic Prediction from a Single Image

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015

P. Wang, Xiaohui Shen, Zhe Lin, Scott Cohen, Brian Price, A. Yuille

Published June 24, 2014

Context Driven Scene Parsing with Attention to Rare Classes

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2014. (Oral)

Jimei Yang, Brian Price, Scott Cohen, M. Yang
  • Computer Vision, Imaging & Video

Published June 24, 2014

Semantic Object Segmentation

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2014

E. Ahmed, Scott Cohen, Brian Price

Published April 1, 2014

Temporally Coherent and Spatially Accurate Video Matting

Proceedings of the 33rd Annual Conference of the European Association for Computer Graphics (Eurographics 2014), April 2014

Ehsan Shahrian, Brian Price, Scott Cohen, Deepu Rajan

Published January 1, 2014

Depth-based Patch Scaling for Content-Aware Stereo Image Completion

In Proc. Winter Conference on Applications of Computer Vision (WACV) 2014.

Joel Howard, Bryan Morse, Scott Cohen, Brian Price

Published July 23, 2013

High-Quality Stereo Video Matching via User Interaction and Space-Time Propagation

In Proc. International Conference on 3D Vision (3DV) , 2013.

C. Zhang, Brian Price, Scott Cohen, R. Yang
  • Computer Vision, Imaging & Video

Published July 23, 2013

Improving Image Matting using Comprehensive Sampling Sets

In Proc. International Conference on Computer Vision and Pattern Recognition (CVPR) 2013. (Oral)

E. Shahrian, D. Rajan, Brian Price, Scott Cohen

Published July 23, 2013

Stereo+Kinect for High Resolution Stereo Correspondences

In Proc. International Conference on 3D Vision (3DV), 2013.

G. Somanath, Scott Cohen, Brian Price, C. Kambhamettu
  • Computer Vision, Imaging & Video

Published October 13, 2012

PatchMatch-Based Content Completion of Stereo Image Pairs

3DIMPVT 2012.

B. Morse, J. Howard, Scott Cohen, Brian Price
Best Paper Award

Published November 21, 2011

StereoCut: Consistent Interactive Object Selection in Stereo Image Pairs

In Proc. International Conference on Computer Vision (ICCV) 2011.

Brian Price, Scott Cohen
  • Computer Vision, Imaging & Video

Published February 1, 2010

Color Adjacency Modeling for Improved Image and Video Segmentation

In Proc. International Conference on Pattern Recognition (ICPR) 2010.

Brian Price, B. Morse, Scott Cohen

Published February 1, 2010

Geodesic Graph Cut for Interactive Image Segmentation

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2010.

Brian Price, B. Morse, Scott Cohen

Published February 1, 2010

Simultaneous Foreground, Background, and Alpha Estimation for Image Matting

In Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2010.

Brian Price, B. Morse, Scott Cohen

Published January 3, 2010

Interactive Object Selection and Matting for Video and Images

PhD Dissertation, Brigham Young University, 2010.

Brian Price

Published September 2, 2009

LIVEcut: Learning-based Interactive Video Segmentation by Evaluation of Multiple Propagated Cues

In Proc. International Conference of Computer Vision (ICCV) 2009.

Brian Price, B. Morse, Scott Cohen

Published April 3, 2007

Interactive Segmentation of Image Volumes with Live Surface

Computers and Graphics, vol 21, 2. April 2007.

C. Armstrong, Brian Price, W. Barrett

Published August 3, 2006

Image Vectorization

Masters Thesis, Brigham Young Univesity, 2006.

Brian Price

Published July 3, 2006

Object-based Vectorization for Interactive Image Editing

Visual Computer (Proceedings of Pacific Graphics 2006). Vol 22, No 9-11. Sept. 2006.

Brian Price, W. Barrett
  • Computer Vision, Imaging & Video

Published April 3, 2006

Live Surface

In Proceedings of Volume Graphics , 2006.

C. Armstrong, W. Barrett, Brian Price