Srirangaraj (Ranga) Setlur

MS

Srirangaraj Setlur.

Srirangaraj (Ranga) Setlur

MS

Srirangaraj (Ranga) Setlur

MS

Co-Director
Principal Research Scientist
Center for Unified Biometrics and Sensors (CUBS)
Associate Director of Community Engagement
Institute for Artificial Intelligence and Data Science

Research Interests

AI, Machine Learning, Pattern Recognition, Computer Vision, Information Retrieval

Biography Publications Research

Publications

SUNY Research
View full publications list for Srirangaraj Setlur
ICPR 2020 - Competition on Harvesting Raw Tables from Infographics
Kenny Davila and Chris Tensmeyer and Sumit Shekhar and Hrituraj Singh and Srirangaraj Setlur and Venu Govindaraju
Pattern Recognition. ICPR International Workshops and Challenges 2021 361-380
Skeleton-Based Methods for Speaker Action Classification on Lecture Videos
Fei Xu and Kenny Davila and Srirangaraj Setlur and Venu Govindaraju
Pattern Recognition. ICPR International Workshops and Challenges 2021 250-264
Chart Mining: A Survey of Methods for Automated Chart Analysis
Kenny Davila and Srirangaraj Setlur and David Doermann and Urala Kota Bhargava and Venu Govindaraju
IEEE Transactions on Pattern Analysis and Machine Intelligence 2020 1-1
Multi-modal Conditional Feature Enhancement for Facial Action Unit Recognition
Nagashri N. Lakshminarayana and Deen Dayal Mohan and Nishant Sankaran and Srirangaraj Setlur and Venu Govindaraju
Domain Adaptation for Visual Understanding 2020 95-109
Moving in the Right Direction: A Regularization for Deep Metric Learning
Deen Dayal Mohan and Nishant Sankaran and Dennis Fedorishin and Srirangaraj Setlur and Venu Govindaraju
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020
Learning Guided Attention Masks for Facial Action Unit Recognition
Nagashri Lakshminarayana and Srirangaraj Setlur and Venu Govindaraju
2020 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) 2020
Summarizing Lecture Videos by Key Handwritten Content Regions
Bhargava Urala Kota and Saleem Ahmed and Alexander Stone and Kenny Davila and Srirangaraj Setlur and Venu Govindaraju
2019 International Conference on Document Analysis and Recognition Workshops (ICDARW) 2019
Probabilistic Assessment of Glass Forming Ability Rules for Metallic Glasses Aided by Automated Analysis of Phase Diagrams
Aparajita Dasgupta and Scott R. Broderick and Connor Mack and Bhargava U. Kota and Ramachandran Subramanian and Srirangaraj Setlur and Venu Govindaraju and Krishna Rajan
Scientific Reports 9 2019
Domain Adaptive Representation Learning for Facial Action Unit Recognition
Nishant Sankaran and Deen Dayal Mohan and Nagashri N. Lakshminarayana and Srirangaraj Setlur and Venu Govindaraju
Pattern Recognition 2019 107127
Learning deep features for online person tracking using non-overlapping cameras: A survey
Neeti Narayan and Nishant Sankaran and Srirangaraj Setlur and Venu Govindaraju
Image and Vision Computing 89 2019 222-235
Representation Learning Through Cross-Modality Supervision
Nishant Sankaran and Deen Dayal Mohan and Srirangaraj Setlur and Venugopal Govindaraju and Dennis Fedorishin
2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019) 2019
Multimodal Deep Feature Aggregation for Facial Action Unit Recognition using Visible Images and Physiological Signals
Nagashri N Lakshminarayana and Nishant Sankaran and Srirangaraj Setlur and Venu Govindaraju
2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019) 2019
Generalized framework for summarization of fixed-camera lecture videos by detecting and binarizing handwritten content
Bhargava Urala??Kota and Kenny Davila and Alexander Stone and Srirangaraj Setlur and Venu Govindaraju
International Journal on Document Analysis and Recognition (IJDAR) 2019
Content Extraction from Lecture Video via Speaker Action Classification Based on Pose Information
Fei Xu and Kenny Davila and Srirangaraj Setlur and Venu Govindaraju
2019 International Conference on Document Analysis and Recognition (ICDAR) 2019
ICDAR 2019 Competition on Harvesting Raw Tables from Infographics (CHART-Infographics)
Kenny Davila and Bhargava Urala Kota and Srirangaraj Setlur and Venu Govindaraju and Christopher Tensmeyer and Sumit Shekhar and Ritwick Chaudhry
2019 International Conference on Document Analysis and Recognition (ICDAR) 2019
Tangent-V: Math Formula Image Search Using Line-of-Sight Graphs
Kenny Davila and Ritvik Joshi and Srirangaraj Setlur and Venu Govindaraju and Richard Zanibbi
Lecture Notes in Computer Science 2019 681-695
Significant Feature Based Representation for Template Protection
Deen Dayal Mohan and Nishant Sankaran and Sergey Tulyakov and Srirangaraj Setlur and Venu Govindaraju
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2019
Utilizing Template Diversity for Fusion Of Face Recognizers
Sergey Tulyakov and Nishant Sankaran and Srirangaraj Setlur and Venu Govindaraju
2019 IEEE 5th International Conference on Identity, Security, and Behavior Analysis (ISBA) 2019
Wardrobe Model for Long Term Re-identification and Appearance Prediction
Kyung Won Lee and Nishant Sankaran and Srirangaraj Setlur and Nils Napp and Venu Govindaraju
2018 15th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) 2018
Metadata-Based Feature Aggregation Network for Face Recognition
Nishant Sankaran and Sergey Tulyakov and Srirangaraj Setlur and Venu Govindaraju
2018 International Conference on Biometrics (ICB) 2018
Re-identification for Online Person Tracking by Modeling Space-Time Continuum
Neeti Narayan and Nishant Sankaran and Srirangaraj Setlur and Venu Govindaraju
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2018
Knowledge Transfer Using Neural Network Based Approach for Handwritten Text Recognition
Rathin Radhakrishnan Nair and Nishant Sankaran and Bharagava Urala Kota and Sergey Tulyakov and Srirangaraj Setlur and Venu Govindaraju
2018 13th IAPR International Workshop on Document Analysis Systems (DAS) 2018
Machine Learning for Atomic Scale Chemical and Morphological Assessment
Scott Broderick and Tianmu Zhang and Bhargava Urala Kota and Ramachandran Subramanian and Srirangaraj Setlur and Venu Govindaraju and Krishna Rajan
Microscopy and Microanalysis 24 2018 526-527
Article Citation Sentiment Analysis Using Deep Learning
Kumar Ravi and Srirangaraj Setlur and Vadlamani Ravi and Venu Govindaraju
2018 IEEE 17th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC) 2018
Automated Detection of Handwritten Whiteboard Content in Lecture Videos for Summarization
Bhargava Urala Kota and Kenny Davila and Alexander Stone and Srirangaraj Setlur and Venu Govindaraju
2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR) 2018
Automated Extraction of Data from Binary Phase Diagrams for Discovery of Metallic Glasses
Bhargava Urala Kota and Rathin Radhakrishnan Nair and Srirangaraj Setlur and Aparajita Dasgupta and Scott Broderick and Venu Govindaraju and Krishna Rajan
Lecture Notes in Computer Science 2018 3-16
Automated Analysis of Phase Diagrams
Bhargava Urala Kota and Rathin Radhakrishnan Nair and Srirangaraj Setlur and Aparajita Dasgupta and Scott Broderick and Venu Govindaraju and Krishna Rajan
2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR) 2017
Score normalization in stratified biometric systems
Sergey Tulyakov and Nishant Sankaran and Srirangaraj Setlur and Venu Govindaraju
2017 IEEE International Joint Conference on Biometrics (IJCB) 2017
Person Re-identification for Improved Multi-person Multi-camera Tracking by Continuous Entity Association
Neeti Narayan and Nishant Sankaran and Devansh Arpit and Karthik Dantu and Srirangaraj Setlur and Venu Govindaraju
2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2017
A discriminative spatio-temporal mapping of face for liveness detection
Nagashri N Lakshminarayana and Neeti Narayan and Nils Napp and Srirangaraj Setlur and Venu Govindaraju
2017 IEEE International Conference on Identity, Security and Behavior Analysis (ISBA) 2017
Document Informatics for Scientific Learning and Accelerated Discovery
Venu Govindaraju and Ifeoma Nwogu and Srirangaraj Setlur
Handbook of Statistics 2015 3-28
Asian Character Recognition
Srirangaraj Setlur and Zhixin Shi
Handbook of Document Image Processing and Recognition 2014 459-486
IBM_UB_1: A Dual Mode Unconstrained English Handwriting Dataset
Arti Shivram and Chetan Ramaiah and Srirangaraj Setlur and Venu Govindaraju
2013 12th International Conference on Document Analysis and Recognition 2013
Segmentation Based Online Word Recognition: A Conditional Random Field Driven Beam Search Strategy
Arti Shivram and Bilan Zhu and Srirangaraj Setlur and Masaki Nakagawa and Venu Govindaraju
2013 12th International Conference on Document Analysis and Recognition 2013
Multilingual OCR research and applications
Xujun Peng and Huaigu Cao and Srirangaraj Setlur and Venu Govindaraju and Prem Natarajan
Proceedings of the 4th International Workshop on Multilingual OCR - MOCR '13 2013
A Model Based Framework for Table Processing in Degraded Document Images
Zhixin Shi and Srirangaraj Setlur and Venu Govindaraju
2013 12th International Conference on Document Analysis and Recognition 2013
Online Handwritten Cursive Word Recognition Using Segmentation-Free MRF in Combination with P2DBMN-MQDF
Bilan Zhu and Arti Shivram and Srirangaraj Setlur and Venu Govindaraju and Masaki Nakagawa
2013 12th International Conference on Document Analysis and Recognition 2013
Machine Learning in Handwritten Arabic Text Recognition
Utkarsh Porwal and Zhixin Shi and Srirangaraj Setlur
Handbook of Statistics - Machine Learning: Theory and Applications 2013 443-469
Pre-processing Issues in Arabic OCR
Zhixin Shi and Srirangaraj Setlur and Venu Govindaraju
Guide to OCR for Arabic Scripts 2012 79-102
Model based table cell detection and content extraction from degraded document images
Zhixin Shi and Srirangaraj Setlur and Venu Govindaraju
Proceeding of the workshop on Document Analysis and Recognition - DAR '12 2012
Keyword Spotting Framework Using Dynamic Background Model
Gaurav Kumar and Zhixin Shi and Srirangaraj Setlur and Venu Govindaraju and Sitaram Ramachandrula
2012 International Conference on Frontiers in Handwriting Recognition 2012
Using a boosted tree classifier for text segmentation in hand-annotated documents
Xujun Peng and Srirangaraj Setlur and Venu Govindaraju and Sitaram Ramachandrula
Pattern Recognition Letters 33 2012 943-950
Image Enhancement for Degraded Binary Document Images
Zhixin Shi and Srirangaraj Setlur and Venu Govindaraju
2011 International Conference on Document Analysis and Recognition 2011
Binarization of camera-captured document using A MAP approach
Xujun Peng and Srirangaraj Setlur and Venu Govindaraju and Ramachandrula Sitaram
Document Recognition and Retrieval XVIII 2011
Handwritten text separation from annotated machine printed documents using Markov Random Fields
Xujun Peng and Srirangaraj Setlur and Venu Govindaraju and Ramachandrula Sitaram
IJDAR 16 2011 1-16
Overlapped text segmentation using Markov random field and aggregation
Xujun Peng and Srirangaraj Setlur and Venu Govindaraju and Ramachandrula Sitaram
Proceedings of the 8th IAPR International Workshop on Document Analysis Systems - DAS '10 2010
A Framework for Hand Gesture Recognition and Spotting Using Sub-gesture Modeling
Manavender R. Malgireddy and Jason J. Corso and Srirangaraj Setlur and Venu Govindaraju and Dinesh Mandalapu
2010 20th International Conference on Pattern Recognition 2010
Text Separation from Mixed Documents Using a Tree-Structured Classifier
Xujun Peng and Srirangaraj Setlur and Venu Govindaraju and Ramachandrula Sitaram
2010 20th International Conference on Pattern Recognition 2010
Removing Rule-Lines from Binary Handwritten Arabic Document Images Using Directional Local Profile
Zhixin Shi and Srirangaraj Setlur and Venu Govindaraju
2010 20th International Conference on Pattern Recognition 2010
Latent Dirichlet allocation based writer identification in offline handwriting
Anurag Bhardwaj and Manavender Reddy and Srirangaraj Setlur and Venu Govindaraju and Sitaram Ramachandrula
Proceedings of the 8th IAPR International Workshop on Document Analysis Systems - DAS '10 2010
Markov random field based binarization for hand-held devices captured document images
Xujun Peng and Srirangaraj Setlur and Venu Govindaraju and Ramachandrula Sitaram
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing - ICVGIP '10 2010
Devanagari OCR using a recognition driven segmentation framework and stochastic language models
Suryaprakash Kompalli and Srirangaraj Setlur and Venu Govindaraju
IJDAR 12 2009 123-138
Keyword Spotting Techniques for Sanskrit Documents
Anurag Bhardwaj and Srirangaraj Setlur and Venu Govindaraju
Lecture Notes in Computer Science 2009 403-416
A Steerable Directional Local Profile Technique for Extraction of Handwritten Arabic Text Lines
Zhixin Shi and Srirangaraj Setlur and Venu Govindaraju
2009 10th International Conference on Document Analysis and Recognition 2009
Markov Random Field Based Text Identification from Annotated Machine Printed Documents
Xujun Peng and Srirangaraj Setlur and Venu Govindaraju and Ramachandrula Sitaram and Kiran Bhuvanagiri
2009 10th International Conference on Document Analysis and Recognition 2009
Experiments on Urdu Text Recognition
Omar Mukhtar and Srirangaraj Setlur and Venu Govindaraju
Advances in Pattern Recognition 2009 163-171
Word Spotting for Indic Documents to Facilitate Retrieval
Anurag Bhardwaj and Srirangaraj Setlur and Venu Govindaraju
Advances in Pattern Recognition 2009 285-299
Digital Image Enhancement of Indic Historical Manuscripts
Zhixin Shi and Srirangaraj Setlur and Venu Govindaraju
Advances in Pattern Recognition 2009 249-267
An OCR based approach for word spotting in Devanagari documents
Anurag Bhardwaj and Suryaprakash Kompalli and Srirangaraj Setlur and Venu Govindaraju
Document Recognition and Retrieval XV 2008
Text extraction from gray scale historical document images using adaptive local connectivity map
Zhixin Shi and S. Setlur and V. Govindaraju
Eighth International Conference on Document Analysis and Recognition (ICDAR'05) 2005
A lexicon reduction strategy in the context of handwritten medical forms
R. Milewski and S. Setlur and V. Govindaraju
Eighth International Conference on Document Analysis and Recognition (ICDAR'05) 2005
DL Architecture for Indic Scripts
Suryaprakash Kompalli and Srirangaraj Setlur and Venugopal Govindaraju
Document Analysis Systems VI 2004 28-38
Large scale address recognition systems Truthing, testing, tools, and other evaluation issues
Srirangaraj Setlur and Alfred Lawson and Venugopal Govindaraju and Sargur Srihari
International Journal on Document Analysis and Recognition 4 2002 154-169
Translingual OCR by template correlations
Srirangaraj Setlur and Venu Govindaraju
Internet Imaging 1999
Generating manifold samples from a handwritten word
Srirangaraj Setlur and Venugopal Govindaraju
Pattern Recognition Letters 15 1994 901-905
Creation of data resources and design of an evaluation test bed for Devanagari script recognition
S. Setlur and S. Kompalli and V. Ramanaprasad and V. Govindaraju
Proceedings. Seventeenth Workshop on Parallel and Distributed Simulation
Design and Comparison of Segmentation Driven and Recognition Driven Devanagari OCR
S. Kompalli and S. Setlur and V. Govindaraju
Second International Conference on Document Image Analysis for Libraries (DIAL'06)
Tools for enabling digital access to multi-lingual indic documents
V. Govindaraju and S. Khedekar and S. Kompalli and F. Farooq and S. Setlur and R. Vemulapti
First International Workshop on Document Image Analysis for Libraries, 2004. Proceedings.
Text -image separation in Devanagari documents
S. Khedekar and V. Ramanaprasad and S. Setlur and V. Govindaraju
Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings.
Truthing, testing and evaluation issues in complex systems
S. Setlur and V. Govindaraju and S. Srihari and A. Lawson
Proceedings of Sixth International Conference on Document Analysis and Recognition
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