Generating manifold samples from a handwritten word. - Srirangaraj Setlur; Venugopal Govindaraju (Pattern Recognit. Lett., 1994)

Truthing, Testing and Evaluation Issues in Complex Systems. - Srirangaraj Setlur; Venu Govindaraju; Sargur N. Srihari; Alfred Lawson (ICDAR, 2001)

Large scale address recognition systems Truthing, testing, tools, and other evaluation issues. - Srirangaraj Setlur; Alfred Lawson; Venu Govindaraju; Sargur N. Srihari (Int. J. Document Anal. Recognit., 2002)

Text - Image Separation in Devanagari Documents. - Swapnil Khedekar; Vemulapati Ramanaprasad; Srirangaraj Setlur; Venu Govindaraju (ICDAR, 2003)

Creation of data resources and design of an evaluation test bed for Devanagari script recognition. - Srirangaraj Setlur; Suryaprakash Kompalli; Vemulapati Ramanaprasad; Venu Govindaraju (RIDE, 2003)

DL Architecture for Indic Scripts. - Suryaprakash Kompalli; Srirangaraj Setlur; Venugopal Govindaraju (Document Analysis Systems, 2004)

Tools for Enabling Digital Access to Multi-Lingual Indic Documents. - Venu Govindaraju; Swapnil Khedekar; Suryaprakash Kompalli; Faisal Farooq; Srirangaraj Setlur; Vemulapati Ramanaprasad (DIAL, 2004)

Challenges in OCR of Dev anagari Documents. - Suryaprakash Kompalli; Sankalp Nayak; Srirangaraj Setlur; Venu Govindaraju (ICDAR, 2005)

A Lexicon Reduction Strategy in the Context of Handwritten Medical Forms. - Robert Milewski; Srirangaraj Setlur; Venu Govindaraju (ICDAR, 2005)

Text Extraction from Gray Scale Historical Document Images Using Adaptive Local Connectivity Map. - Zhixin Shi; Srirangaraj Setlur; Venu Govindaraju (ICDAR, 2005)

Design and Comparison of Segmentation Driven and Recognition Driven Devanagari OCR. - Suryaprakash Kompalli; Srirangaraj Setlur; Venu Govindaraju (DIAL, 2006)

An OCR based approach for word spotting in Devanagari documents. - Anurag Bhardwaj; Suryaprakash Kompalli; Srirangaraj Setlur; Venu Govindaraju (DRR, 2008)

Keyword Spotting Techniques for Sanskrit Documents. - Anurag Bhardwaj; Srirangaraj Setlur; Venu Govindaraju (Sanskrit Computational Linguistics, 2008)

Markov Random Field Based Text Identification from Annotated Machine Printed Documents. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram; Kiran Bhuvanagiri (ICDAR, 2009)

A Steerable Directional Local Profile Technique for Extraction of Handwritten Arabic Text Lines. - Zhixin Shi; Srirangaraj Setlur; Venu Govindaraju (ICDAR, 2009)

Devanagari OCR using a recognition driven segmentation framework and stochastic language models. - Suryaprakash Kompalli; Srirangaraj Setlur; Venu Govindaraju (Int. J. Document Anal. Recognit., 2009)

Latent Dirichlet allocation based writer identification in offline handwriting. - Anurag Bhardwaj; Manavender R. Reddy; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (Document Analysis Systems, 2010)

Overlapped text segmentation using Markov random field and aggregation. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (Document Analysis Systems, 2010)

A Framework for Hand Gesture Recognition and Spotting Using Sub-gesture Modeling. - Manavender R. Malgireddy; Jason J. Corso; Srirangaraj Setlur; Venu Govindaraju; Dinesh Mandalapu (ICPR, 2010)

Text Separation from Mixed Documents Using a Tree-Structured Classifier. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (ICPR, 2010)

Removing Rule-Lines from Binary Handwritten Arabic Document Images Using Directional Local Profile. - Zhixin Shi; Srirangaraj Setlur; Venu Govindaraju (ICPR, 2010)

Markov random field based binarization for hand-held devices captured document images. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (ICVGIP, 2010)

Binarization of camera-captured document using A MAP approach. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (DRR, 2011)

Image Enhancement for Degraded Binary Document Images. - Zhixin Shi; Srirangaraj Setlur; Venu Govindaraju (ICDAR, 2011)

Keyword Spotting Framework Using Dynamic Background Model. - Gaurav Kumar; Zhixin Shi; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (ICFHR, 2012)

Model based table cell detection and content extraction from degraded document images. - Zhixin Shi; Srirangaraj Setlur; Venu Govindaraju (DAR@ICVGIP, 2012)

Using a boosted tree classifier for text segmentation in hand-annotated documents. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (Pattern Recognit. Lett., 2012)

Multilingual OCR research and applications: an overview. - Xujun Peng; Huaigu Cao; Srirangaraj Setlur; Venu Govindaraju; Prem Natarajan (MOCR@ICDAR, 2013)

A Model Based Framework for Table Processing in Degraded Document Images. - Zhixin Shi; Srirangaraj Setlur; Venu Govindaraju (ICDAR, 2013)

IBM_UB_1: A Dual Mode Unconstrained English Handwriting Dataset. - Arti Shivram; Chetan Ramaiah; Srirangaraj Setlur; Venu Govindaraju (ICDAR, 2013)

Segmentation Based Online Word Recognition: A Conditional Random Field Driven Beam Search Strategy. - Arti Shivram; Bilan Zhu; Srirangaraj Setlur; Masaki Nakagawa; Venu Govindaraju (ICDAR, 2013)

Online Handwritten Cursive Word Recognition Using Segmentation-Free MRF in Combination with P2DBMN-MQDF. - Bilan Zhu; Arti Shivram; Srirangaraj Setlur; Venu Govindaraju; Masaki Nakagawa (ICDAR, 2013)

Handwritten text separation from annotated machine printed documents using Markov Random Fields. - Xujun Peng; Srirangaraj Setlur; Venu Govindaraju; Ramachandrula Sitaram (Int. J. Document Anal. Recognit., 2013)

Asian Character Recognition. - Srirangaraj Setlur; Zhixin Shi (Handbook of Document Image Processing and Recognition, 2014)

Person Re-identification for Improved Multi-person Multi-camera Tracking by Continuous Entity Association. - Neeti Narayan; Nishant Sankaran; Devansh Arpit; Karthik Dantu; Srirangaraj Setlur; Venu Govindaraju (CVPR Workshops, 2017)

Automated Extraction of Data from Binary Phase Diagrams for Discovery of Metallic Glasses. - Bhargava Urala Kota; Rathin Radhakrishnan Nair; Srirangaraj Setlur; Aparajita Dasgupta; Scott R. Broderick; Venu Govindaraju; Krishna Rajan (GREC, 2017)

Score normalization in stratified biometric systems. - Sergey Tulyakov; Nishant Sankaran; Srirangaraj Setlur; Venu Govindaraju (IJCB, 2017)

Automated Analysis of Phase Diagrams. - Bhargava Urala Kota; Rathin Radhakrishnan Nair; Srirangaraj Setlur; Aparajita Dasgupta; Scott R. Broderick; Venu Govindaraju; Krishna Rajan (GREC@ICDAR, 2017)

A discriminative spatio-temporal mapping of face for liveness detection. - Nagashri N. Lakshminarayana; Neeti Narayan; Nils Napp; Srirangaraj Setlur; Venu Govindaraju (ISBA, 2017)

Article Citation Sentiment Analysis Using Deep Learning. - Kumar Ravi 001; Srirangaraj Setlur; Vadlamani Ravi; Venu Govindaraju (ICCI*CC, 2018)

Wardrobe Model for Long Term Re-identification and Appearance Prediction. - Kyung Won Lee; Nishant Sankaran; Srirangaraj Setlur; Nils Napp; Venu Govindaraju (AVSS, 2018)

Re-Identification for Online Person Tracking by Modeling Space-Time Continuum. - Neeti Narayan; Nishant Sankaran; Srirangaraj Setlur; Venu Govindaraju (CVPR Workshops, 2018)

Knowledge Transfer Using Neural Network Based Approach for Handwritten Text Recognition. - Rathin Radhakrishnan Nair; Nishant Sankaran; Bhargava Urala Kota; Sergey Tulyakov; Srirangaraj Setlur; Venu Govindaraju (DAS, 2018)

Metadata-Based Feature Aggregation Network for Face Recognition. - Nishant Sankaran; Sergey Tulyakov; Srirangaraj Setlur; Venu Govindaraju (ICB, 2018)

Automated Detection of Handwritten Whiteboard Content in Lecture Videos for Summarization. - Bhargava Urala Kota; Kenny Davila; Alexander Stone; Srirangaraj Setlur; Venu Govindaraju (ICFHR, 2018)

CAN: Composite Appearance Network and a Novel Evaluation Metric for Person Tracking. - Neeti Narayan; Nishant Sankaran; Srirangaraj Setlur; Venu Govindaraju (CoRR, 2018)

Significant Feature Based Representation for Template Protection. - Deen Dayal Mohan; Nishant Sankaran; Sergey Tulyakov; Srirangaraj Setlur; Venu Govindaraju (CVPR Workshops, 2019)

Tangent-V: Math Formula Image Search Using Line-of-Sight Graphs. - Kenny Davila; Ritvik Joshi; Srirangaraj Setlur; Venu Govindaraju; Richard Zanibbi (ECIR (1), 2019)

Multimodal Deep Feature Aggregation for Facial Action Unit Recognition using Visible Images and Physiological Signals. - Nagashri N. Lakshminarayana; Nishant Sankaran; Srirangaraj Setlur; Venu Govindaraju (FG, 2019)

Representation Learning Through Cross-Modality Supervision. - Nishant Sankaran; Deen Dayal Mohan; Srirangaraj Setlur; Venugopal Govindaraju; Dennis Fedorishin (FG, 2019)

ICDAR 2019 Competition on Harvesting Raw Tables from Infographics (CHART-Infographics). - Kenny Davila; Bhargava Urala Kota; Srirangaraj Setlur; Venu Govindaraju; Christopher Tensmeyer; Sumit Shekhar; Ritwick Chaudhry (ICDAR, 2019)

Summarizing Lecture Videos by Key Handwritten Content Regions. - Bhargava Urala Kota; Saleem Ahmed; Alexander Stone; Kenny Davila; Srirangaraj Setlur; Venu Govindaraju (CBDAR@ICDAR, 2019)

Content Extraction from Lecture Video via Speaker Action Classification Based on Pose Information. - Fei Xu; Kenny Davila; Srirangaraj Setlur; Venu Govindaraju (ICDAR, 2019)

Utilizing Template Diversity for Fusion Of Face Recognizers. - Sergey Tulyakov; Nishant Sankaran; Srirangaraj Setlur; Venu Govindaraju (ISBA, 2019)

Generalized framework for summarization of fixed-camera lecture videos by detecting and binarizing handwritten content. - Bhargava Urala Kota; Kenny Davila; Alexander Stone; Srirangaraj Setlur; Venu Govindaraju (Int. J. Document Anal. Recognit., 2019)

Learning deep features for online person tracking using non-overlapping cameras: A survey. - Neeti Narayan; Nishant Sankaran; Srirangaraj Setlur; Venu Govindaraju (Image Vis. Comput., 2019)

Multi-modal Conditional Feature Enhancement for Facial Action Unit Recognition. - Nagashri N. Lakshminarayana; Deen Dayal Mohan; Nishant Sankaran; Srirangaraj Setlur; Venu Govindaraju (Domain Adaptation for Visual Understanding, 2020)

Moving in the Right Direction: A Regularization for Deep Metric Learning. - Deen Dayal Mohan; Nishant Sankaran; Dennis Fedorishin; Srirangaraj Setlur; Venu Govindaraju (CVPR, 2020)

Learning Guided Attention Masks for Facial Action Unit Recognition. - Nagashri N. Lakshminarayana; Srirangaraj Setlur; Venu Govindaraju (FG, 2020)

Equation Attention Relationship Network (EARN) : A Geometric Deep Metric Framework for Learning Similar Math Expression Embedding. - Saleem Ahmed; Kenny Davila; Srirangaraj Setlur; Venu Govindaraju (ICPR, 2020)

ICPR 2020 - Competition on Harvesting Raw Tables from Infographics. - Kenny Davila; Chris Tensmeyer; Sumit Shekhar; Hrituraj Singh; Srirangaraj Setlur; Venu Govindaraju (ICPR Workshops (8), 2020)

Automated Whiteboard Lecture Video Summarization by Content Region Detection and Representation. - Bhargava Urala Kota; Alexander Stone; Kenny Davila; Srirangaraj Setlur; Venu Govindaraju (ICPR, 2020)

Skeleton-Based Methods for Speaker Action Classification on Lecture Videos. - Fei Xu; Kenny Davila; Srirangaraj Setlur; Venu Govindaraju (ICPR Workshops (4), 2020)

Article citation study: Context enhanced citation sentiment detection. - Vishal Vyas; Kumar Ravi 001; Vadlamani Ravi; V. Uma; Srirangaraj Setlur; Venu Govindaraju (CoRR, 2020)

Domain adaptive representation learning for facial action unit recognition. - Nishant Sankaran; Deen Dayal Mohan; Nagashri N. Lakshminarayana; Srirangaraj Setlur; Venu Govindaraju (Pattern Recognit., 2020)

Bayesian Personalized-Wardrobe Model (BP-WM) for Long-Term Person Re-Identification. - Kyung Won Lee; Nishant Sankaran; Deen Dayal Mohan; Kenny Davila; Dennis Fedorishin; Srirangaraj Setlur; Venu Govindaraju (AVSS, 2021)

Multistage Fusion of Face Matchers. - Sergey Tulyakov; Nishant Sankaran; Deen Dayal Mohan; Srirangaraj Setlur; Venu Govindaraju (CVPR Workshops, 2021)

Waveforms and Spectrograms: Enhancing Acoustic Scene Classification Using Multimodal Feature Fusion. - Dennis Fedorishin; Nishant Sankaran; Deen Dayal Mohan; Justas Birgiolas; Philip Schneider; Srirangaraj Setlur; Venu Govindaraju (DCASE, 2021)

TADPool: Target Adaptive Pooling for Set Based Face Recognition. - Nishant Sankaran; Deen Dayal Mohan; Sergey Tulyakov; Srirangaraj Setlur; Venugopal Govindaraju (FG, 2021)

Multi Loss Fusion For Matching Smartphone Captured Contactless Finger Images. - Bhavin Jawade; Akshay Agarwal 001; Srirangaraj Setlur; Nalini K. Ratha (WIFS, 2021)

FCN-LectureNet: Extractive Summarization of Whiteboard and Chalkboard Lecture Videos. - Kenny Davila; Fei Xu; Srirangaraj Setlur; Venu Govindaraju (IEEE Access, 2021)

Chart Mining: A Survey of Methods for Automated Chart Analysis. - Kenny Davila; Srirangaraj Setlur; David S. Doermann; Bhargava Urala Kota; Venu Govindaraju (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Attribute De-biased Vision Transformer (AD-ViT) for Long-Term Person Re-identification. - Kyung Won Lee; Bhavin Jawade; Deen Dayal Mohan; Srirangaraj Setlur; Venu Govindaraju (AVSS, 2022)

RidgeBase: A Cross-Sensor Multi-Finger Contactless Fingerprint Dataset. - Bhavin Jawade; Deen Dayal Mohan; Srirangaraj Setlur; Nalini K. Ratha; Venu Govindaraju (IJCB, 2022)

Synthetic Data Generation for Semantic Segmentation of Lecture Videos. - Kenny Davila; Fei Xu; James Molina; Srirangaraj Setlur; Venu Govindaraju (ICFHR, 2022)

ICPR 2022: Challenge on Harvesting Raw Tables from Infographics (CHART-Infographics). - Kenny Davila; Fei Xu; Saleem Ahmed; David A. Mendoza; Srirangaraj Setlur; Venu Govindaraju (ICPR, 2022)

Large-Scale Acoustic Automobile Fault Detection: Diagnosing Engines Through Sound. - Dennis Fedorishin; Justas Birgiolas; Deen Dayal Mohan; Livio Forte; Philip Schneider; Srirangaraj Setlur; Venu Govindaraju (KDD, 2022)

CoNAN: Conditional Neural Aggregation Network For Unconstrained Face Feature Fusion. - Bhavin Jawade; Deen Dayal Mohan; Dennis Fedorishin; Srirangaraj Setlur; Venu Govindaraju (IJCB, 2023)

Liveness Detection Competition - Noncontact-based Fingerprint Algorithms and Systems (LivDet-2023 Noncontact Fingerprint). - Sandip Purnapatra; Humaira Rezaie; Bhavin Jawade; Yu Liu 069; Yue Pan; Luke Brosell; Mst Rumana Sumi; Lambert Igene; Alden Dimarco; Srirangaraj Setlur; Soumyabrata Dey; Stephanie Schuckers; et al. (IJCB, 2023)

RealCQA: Scientific Chart Question Answering as a Test-Bed for First-Order Logic. - Saleem Ahmed; Bhavin Jawade; Shubham Pandey; Srirangaraj Setlur; Venu Govindaraju (ICDAR (3), 2023)

SpaDen: Sparse and Dense Keypoint Estimation for Real-World Chart Understanding. - Saleem Ahmed; Pengyu Yan; David S. Doermann; Srirangaraj Setlur; Venu Govindaraju (ICDAR (2), 2023)

Hear The Flow: Optical Flow-Based Self-Supervised Visual Sound Source Localization. - Dennis Fedorishin; Deen Dayal Mohan; Bhavin Jawade; Srirangaraj Setlur; Venu Govindaraju (WACV, 2023)

NAPReg: Nouns As Proxies Regularization for Semantically Aware Cross-Modal Embeddings. - Bhavin Jawade; Deen Dayal Mohan; Naji Mohamed Ali; Srirangaraj Setlur; Venu Govindaraju (WACV, 2023)

Deep Metric Learning for Computer Vision: A Brief Overview. - Deen Dayal Mohan; Bhavin Jawade; Srirangaraj Setlur; Venu Govindaraju (CoRR, 2023)

AI-Driven Support for People with Speech & Language Difficulties. - Aayushi Dangol; Yun Huang 003; Srirangaraj Setlur; Adele Smolansky; Hariharan Subramonyam; Hyewon Suh; Jinjun Xiong; Julie A. Kientz (CHI Extended Abstracts, 2024)

Ig3D: Integrating 3D Face Representations in Facial Expression Inference. - Lu Dong 004; Xiao Wang; Srirangaraj Setlur; Venu Govindaraju; Ifeoma Nwogu (ECCV Workshops (15), 2024)

GestSpoof: Gesture Based Spatio-Temporal Representation Learning for Robust Fingerprint Presentation Attack Detection. - Bhavin Jawade; Shreeram Subramanya; Atharv Dabhade; Srirangaraj Setlur; Venu Govindaraju (FG, 2024)

A Comparative Study of Video-Based Human Representations for American Sign Language Alphabet Generation. - Fei Xu; Lipisha Chaudhary; Lu Dong 004; Srirangaraj Setlur; Venu Govindaraju; Ifeoma Nwogu (FG, 2024)

Fine-Grained Engine Fault Sound Event Detection Using Multimodal Signals. - Dennis Fedorishin; Livio Forte; Philip Schneider; Srirangaraj Setlur; Venu Govindaraju (ICASSP, 2024)

Audio Match Cutting: Finding and Creating Matching Audio Transitions in Movies and Videos. - Dennis Fedorishin; Lie Lu; Srirangaraj Setlur; Venu Govindaraju (ICASSP, 2024)

DIOR: Dataset for Indoor-Outdoor Reidentification Long Range 3D/2D Skeleton Gait Collection Pipeline, Semi-Automated Gait Keypoint Labeling and Baseline Evaluation Methods. - Yuyang Chen; Praveen Raj Masilamani; Bhavin Jawade; Srirangaraj Setlur; Karthik Dantu (IJCB, 2024)

CHART-Info 2024: A Dataset for Chart Analysis and Recognition. - Kenny Davila; Rupak Lazarus; Fei Xu; Nicole Rodríguez Alcántara; Srirangaraj Setlur; Venu Govindaraju; Ajoy Mondal; C. V. Jawahar (ICPR (19), 2024)

Maximizing Coverage over a Surveillance Region Using a Specific Number of Cameras. - M. S. Sumi Suresh; Vivek Menon; Srirangaraj Setlur; Venu Govindaraju (ICPR (22), 2024)

ProxyFusion: Face Feature Aggregation Through Sparse Experts. - Bhavin Jawade; Alexander Stone; Deen Dayal Mohan; Xiao Wang; Srirangaraj Setlur; Venu Govindaraju (NeurIPS, 2024)

CoNAN: Conditional Neural Aggregation Network for Unconstrained Long Range Biometric Feature Fusion. - Bhavin Jawade; Deen Dayal Mohan; Prajwal Shetty; Dennis Fedorishin; Srirangaraj Setlur; Venu Govindaraju (IEEE Trans. Biom. Behav. Identity Sci., 2024)

SCOT: Self-Supervised Contrastive Pretraining for Zero-Shot Compositional Retrieval. - Bhavin Jawade; João V. B. Soares; Kapil Thadani; Deen Dayal Mohan; Amir Erfan Eshratifar; Benjamin Culpepper; Paloma de Juan; Srirangaraj Setlur; Venu Govindaraju (WACV, 2025)

AutoMisty: A Multi-Agent LLM Framework for Automated Code Generation in the Misty Social Robot. - Xiao Wang; Lu Dong 004; Sahana Rangasrinivasan; Ifeoma Nwogu; Srirangaraj Setlur; Venugopal Govindaraju (CoRR, 2025)

Ridgeformer: Mutli-Stage Contrastive Training For Fine-grained Cross-Domain Fingerprint Recognition. - Shubham Pandey; Bhavin Jawade; Srirangaraj Setlur (CoRR, 2025)

AI-Enhanced Child Handwriting Analysis: A Framework for the Early Screening of Dyslexia and Dysgraphia. - Sahana Rangasrinivasan; M. S. Sumi Suresh; Abbie Olszewski; Srirangaraj Setlur; Bharat Jayaraman; Venu Govindaraju (SN Comput. Sci., 2025)