Welcome to my home page
I am currently doing my
doctorate in University of
Maryland College Park under Prof Rama Chellappa. My research
interests are Computer Vision, Machine Learning and Biometrics.
I focus on developing fast and efficient machine learning algorithms for visual data. My research work strives to address some of the common problems in computer vision tasks, namely:
- Large variation in testing conditions,
- Limited availability of training data, and
- Shift in properties of training and testing domains.
Download my resume here.
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Publications Visit my scholar profile.
- Conferences
- Jaishanker K. Pillai, Vishal M. Patel and Rama Chellappa, "Sparsity Inspired
Selection and Recogniton of Iris Images", Third IEEE International
Conference on Biometrics, Technology And Systems (BTAS), 2009. [PDF], [Code], [BibTex] [Poster].
- Jaishanker K. Pillai, Vishal M. Patel, Rama Chellappa and Nalini K. Ratha, "Sectored
Random Projections based Cancelable Iris Biometrics", IEEE 10th
International Conference on Acoustics, Speech and Signal Processing,
(ICASSP), 2010. [PDF], [Code], [BibTex] [Poster].
- Jayant Kumar, Jaishanker K. Pillai
and David Doermann, "Document Image Classification and Labeling using
Multiple Instance Learning", International Conference on Document
Analysis and Recognition (ICDAR 11), Beijing, 2011. (Oral Presentation). [PDF], [BibTex].
- Journals
- Jaishanker K. Pillai, Vishal M. Patel, Rama Chellappa and Nalini K. Ratha, "Secure and
Robust Iris Recognition using Sparse Representations and Random
Projections, IEEE Transactions of Pattern Analysis and Machine
Intelligence (PAMI), 2011. (Impact Factor 5.027). [PDF], [Code], [BibTex].
- Book Chapters
- Vishal M. Patel, Jaishanker K. Pillai and Rama Chellappa, "Image and Video based Recognition of Humans", Looking at People, Visual Analysis of Humans, Springer 2011 [Link].
- Jaishanker K. Pillai, "Consistent Averaging of Multi-Camera Epipolar Geometries", Masters Thesis Report, Indian Institute of Science, 2008. [PDF]
- Current Submissions
- Ashish Shrivastava, Jaishanker K. Pillai, Vishal M. Patel, and Rama
Chellappa, "Semi-supervised object classification", submitted to IEEE
International Conference on Image Processing (ICIP), 2012.
- Jaishanker K. Pillai,
Nitesh Shroff, Pavan Turaga and Rama Chellappa, "Pose based action
recognition", submitted to European Conference on Computer Vision
(ECCV), 2012.
- Maria Puertas, Jaishanker K. Pillai and
Rama Chellappa, "Classifier Adaptation in Biometrics", under
preparation for submission in Transactions of Information Forensics and
Security (IFS), 2012.
- Copyright Notice - The documents contained in this webpage are included by the
contributing authors as a means to ensure timely dissemination of
scholarly and technical work on a non-commercial basis. Copyright and
all rights therein are maintained by the authors or by other copyright
holders, notwithstanding that they have offered their works here
electronically. It is understood that all persons copying this
information will adhere to the terms and constraints invoked by each
author's copyright.
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