Publications

PhD Dissertation

Advances in Correlation Filters: Vector Features, Structured Prediction and Shape Alignment

Vishnu Naresh Boddeti
Carnegie Mellon University 2012

Book Chapters

Iris Segmentation Algorithms for Challenging Periocular Images

Raghavender Jillela, Arun Ross, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar, Xiaofei Hu, Robert Plemmons, Paul Pauca
Handbook of Iris Recognition, (eds. K. Bowyer and M. Burge), Springer Verlag 2013

Application of Bayesian Graphical Models to Iris Recognition

B.V.K. Vijaya Kumar, Vishnu Naresh Boddeti, Jonathan M. Smereka, Jason Thornton and Marios Savvides
Handbook of Statistics-Machine Learning, (eds. C.R. Rao and V. Govindaraju), Springer Verlag 2013

Application of Correlation Filters for Iris Recognition

B.V.K. Vijaya Kumar, Jason Thornton, Marios Savvides, Vishnu Naresh Boddeti and Jonathon M. Smereka
Handbook of Iris Recognition, (eds. Kevin Bowyer and Mark Burge), Springer Verlag, 2013

Journal Publications

Maximum-Margin Coupled Mappings for Cross-Domain Face Recognition

Stephen Siena, Vishnu Naresh Boddeti and B.V.K. Vijaya Kumar
IEEE Transactions on Information Forensics and Security (Under Review)

All Pose Face Alignment Robust to Occlusion

Vishnu Naresh Boddeti, Myung-Choel Roh, Jong-Ju Shin, Takaharu Oguri and Takeo Kanade
IEEE Transactions on Pattern Analysis and Machine Intelligence (Under Review)

Zero-Aliasing Correlation Filters for Object Recognition

Joseph Fernandez, Andres Rodriguez, Vishnu Naresh Boddeti and B.V.K. Vijaya Kumar
IEEE Transactions on Pattern Analysis and Machine Intelligence (Under Review)

Probabilistic Deformation Models for Biometric Image Matching

Jonathan M. Smereka, Vishnu Naresh Boddeti and B.V.K. Vijaya Kumar
IEEE Transactions on Pattern Analysis and Machine Intelligence (Under Review)

A Framework for Binding and Retrieving Class-Specific Information to and from Image Patterns using Correlation Filters

Vishnu Naresh Boddeti and B.V.K Vijaya Kumar
IEEE Transactions on Pattern Analysis and Machine Intelligence, Sep 2013

Maximum Margin Correlation Filter: A New Approach for Simultaneous Localization and Classification

Andres Rodriguez, Vishnu Naresh Boddeti, B.V.K Vijaya Kumar and Abhijit Mahalanobis
IEEE Transactions on Image Processing, Feb 2013

Extended-depth-of-field iris recognition using unrestored wavefront-coded imagery

Vishnu Naresh Boddeti, B.V.K. Vijaya Kumar
IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans, 2010

Conference Publications

Maximum Margin Vector Correlation Filters

Vishnu Naresh Boddeti and B.V.K. Vijaya Kumar
Arxiv 1404.6031 (April 2014)

Maximum-Margin Coupled Mappings for Cross-Domain Matching

Stephen Siena, Vishnu Naresh Boddeti and B.V.K. Vijaya Kumar
BTAS 2013 (oral, Best Paper Award)

Correlation Filters for Object Alignment [Supplementary Material]

Vishnu Naresh Boddeti, Takeo Kanade and B.V.K. Vijaya Kumar
CVPR 2013

Coupled Marginal Fisher Analysis for Low-Resolution Face Recognition

Stephen Siena, Vishnu Naresh Boddeti and B.V.K. Vijaya Kumar
“What's in a face?” workshop, ECCV 2012 (oral)

RainMon: An Integrated Approach to Mining Bursty Timeseries Monitoring Data

Ilari Shafer, Kai Ren, Vishnu Naresh Boddeti, Yoshihisa Abe, Gregory R. Ganger and Christos Faloutos
18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2012 (oral)

Matching Highly Non-Ideal Ocular Images: An Information Fusion Approach

Arun Ross, Raghavender Jillela, Jonathon M. Smereka, Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar, Ryan Barnard, Xiaofei Hu, Paul Pauca, Robert Plemmons
5th IAPR International Conference on Biometrics, 2012 (oral)

Improved Iris Segmentation Based on Local Texture Statistics

Vishnu Naresh Boddeti, B.V.K. Vijaya Kumar and Krishnan Ramkumar
45th Asilomar Conference on Signals, Systems and Computers, 2011 (oral, invited paper)

A comparative evaluation of iris and ocular recognition methods on challenging ocular images

Vishnu Naresh Boddeti, Jonathan Smereka and B.V.K. Vijaya Kumar
International Joint Conference on Biometrics, 2011. (oral)

A Biometric Key-Binding and Template Protection Framework using Correlation Filters

Vishnu Naresh Boddeti, Fei Su, B.V.K. Vijaya Kumar
International Conference on Biometrics, 2009

Extended Depth of Field Iris Recognition with Correlation Filters

Vishnu Naresh Boddeti, B.V.K. Vijaya Kumar
International Conference on Biometrics:Theory, Applications and Systems, 2008 (oral)