research

Identifying Recurring Patterns with Deep Neural Networks for Natural Image Denoising
arXiv 2018

Zhihao Xia, Ayan Chakrabarti
Paper: arXiv

Learning Privacy Preserving Encodings through Adversarial Training
arXiv 2018

Francesco Pittaluga, Sanjeev J. Koppal, Ayan Chakrabarti
Paper: arXiv

Stabilizing GAN Training with Multiple Random Projections
arXiv 2017

Behnam Neyshabur, Srinadh Bhojanapalli, Ayan Chakrabarti
Paper: arXiv    URL: Project website

Jointly Optimizing Placement and Inference for Beacon-based Localization
IROS 2017

Charles Schaff, David Yunis, Ayan Chakrabarti, Matthew R. Walter
Paper: arXiv    URL: Project website

Examining the Impact of Blur on Recognition by Convolutional Networks
arXiv 2017

Igor Vasiljevic, Ayan Chakrabarti, Gregory Shakhnarovich
Paper: arXiv

Learning Sensor Multiplexing Design through Back-propagation
NIPS 2016

Ayan Chakrabarti
Paper: arXiv    URL: Project website

Depth from a Single Image by Harmonizing Overcomplete Local Network Predictions
NIPS 2016

Ayan Chakrabarti, Jingyu Shao, Gregory Shakhnarovich
Paper: arXiv    URL: Project website

Single-image RGB Photometric Stereo With Spatially-varying Albedo
3DV 2016 oral

Ayan Chakrabarti, Kalyan Sunkavalli
Paper: arXiv    URL: Project website

A Neural Approach to Blind Motion Deblurring
ECCV 2016

Ayan Chakrabarti
Paper: arXiv    URL: Project website

Color Constancy by Learning to Predict Chromaticity from Luminance
NIPS 2015 spotlight

Ayan Chakrabarti
Paper: arXiv (w/ supp. section) / NIPS    URL: Project website

Low-level Vision by Consensus in a Spatial Hierarchy of Regions
CVPR 2015

Ayan Chakrabarti, Ying Xiong, Steven J. Gortler, Todd Zickler
Paper: CV-F / arXiv    URL: Project website

From Shading to Local Shape
PAMI 2015

Ying Xiong, Ayan Chakrabarti, Ronen Basri, Steven J. Gortler, David W. Jacobs, Todd Zickler
Paper: IEEE Xplore / arXiv    URL: Project website

Modeling Radiometric Uncertainty for Vision with Tone-mapped Color Images
PAMI 2014

Ayan Chakrabarti, Ying Xiong, Baochen Sun, Trevor Darrell, Daniel Scharstein, Todd Zickler, Kate Saenko
Paper: IEEE Xplore / arXiv    URL: Project website

Rethinking Color Cameras
ICCP 2014

Ayan Chakrabarti, William T. Freeman, Todd Zickler
Paper: IEEE Xplore    URL: Project website

Depth and Deblurring from a Spectrally-varying Depth-of-Field
ECCV 2012

Ayan Chakrabarti, Todd Zickler
Paper: PDF    URL: Project website, Spotlight Video

Color Constancy with Spatio-Spectral Statistics
PAMI 2012

Ayan Chakrabarti, Keigo Hirakawa, Todd Zickler
Paper: IEEE Xplore    URL: Project website

Statistics of Real-World Hyperspectral Images
CVPR 2011

Ayan Chakrabarti, Todd Zickler
Paper: IEEE Xplore    URL: Project website

Learning Object Color Models from Multi-view Constraints
CVPR 2011

Trevor Owens, Kate Saenko, Ayan Chakrabarti, Ying Xiong, Todd Zickler, Trevor Darrell
Paper: IEEE Xplore

Analyzing Spatially-varying Blur
CVPR 2010

Ayan Chakrabarti, Todd Zickler, William T. Freeman
Paper: IEEE Xplore    URL: Project website

An Empirical Camera Model for Internet Color Vision
BMVC 2009

Ayan Chakrabarti, Daniel Scharstein, Todd Zickler
Paper: PDF    URL: Project website

Color Constancy Beyond Bags of Pixels
CVPR 2008

Ayan Chakrabarti, Keigo Hirakawa, Todd Zickler
Paper: IEEE Xplore

Effective Separation of Sparse and Non-sparse Image Features for Denoising
ICASSP 2008

Ayan Chakrabarti, Keigo Hirakawa
Paper: IEEE Xplore

Super-Resolution of Face Images Using Kernel PCA-Based Prior
IEEE Transactions on Multimedia 2007

Ayan Chakrabarti, A.N. Rajagopalan, Rama Chellappa
Paper: IEEE Xplore

Visual Inference with Statistical Models for Color and Texture
Ph.D. Dissertation, School of Engineering and Applied Sciences, Harvard University, 2011

Ayan Chakrabarti
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people

Ayan Chakrabarti
Ayan Chakrabarti   [CV]
Director
Assistant Professor, CSE
Zhihao Xia
Zhihao Xia
PhD. Student
(2017-Present)
Kyle Yee
Kyle Yee
REU Student
(Summer 2018)
UG @ Swarthmore
Former Members & Visitors
Patrick Sullivan
Patrick Sullivan
MS CS, WashU 2017
David Yunis
David Yunis
Visiting Student TTIC
(2016-17)
UG @ UChicago
Francesco Pittaluga
Francesco Pittaluga
Visiting Student TTIC
(Fall 2016)
PhD. Student @ UFL
Igor Vasiljevic
Igor Vasiljevic
Visiting Student TTIC
(2016-17)
Next: PhD. Student, TTIC
Jingyu Shao
Jingyu Shao
Visiting Student TTIC
(Summer 2015)
Next: MS Stats, UCLA

Contact

Prof. Ayan Chakrabarti
Computer Science & Engineering
Washington University in St. Louis
1 Brookings Dr. CB #1045
St. Louis, MO 63130

Office: Jolley Hall 205
Copyright © 2018, Ayan Chakrabarti.