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Sargur N. Srihari
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- affiliation: University at Buffalo, USA
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2020 – today
- 2024
- [i16]Mihir Chauhan, Mohammad Abuzar Shaikh, Bina Ramamurthy, Mingchen Gao, Siwei Lyu, Sargur N. Srihari:
Self-Supervised Learning Based Handwriting Verification. CoRR abs/2405.18320 (2024) - [i15]Mihir Chauhan, Abhishek Satbhai, Mohammad Abuzar Hashemi, Mir Basheer Ali, Bina Ramamurthy, Mingchen Gao, Siwei Lyu, Sargur N. Srihari:
Vision-Language Model Based Handwriting Verification. CoRR abs/2407.21788 (2024) - 2023
- [j71]Tiehang Duan, Zhenyi Wang, Sheng Liu, Yiyi Yin, Sargur N. Srihari:
UNCER: A framework for uncertainty estimation and reduction in neural decoding of EEG signals. Neurocomputing 538: 126210 (2023) - 2022
- [i14]Tiehang Duan, Zhenyi Wang, Sheng Liu, Sargur N. Srihari, Hui Yang:
Uncertainty Detection in EEG Neural Decoding Models. CoRR abs/2201.00627 (2022) - 2021
- [c186]Tiehang Duan, Mihir Chauhan, Mohammad Abuzar Shaikh, Jun Chu, Sargur N. Srihari:
Ultra Efficient Transfer Learning with Meta Update for Continuous EEG Classification Across Subjects. Canadian AI 2021 - [c185]Soumyya Kanti Datta, Mohammad Abuzar Shaikh, Sargur N. Srihari, Mingchen Gao:
Soft Attention Improves Skin Cancer Classification Performance. iMIMIC/TDA4MedicalData@MICCAI 2021: 13-23 - [c184]Zhanghexuan Ji, Mohammad Abuzar Shaikh, Dana Moukheiber, Sargur N. Srihari, Yifan Peng, Mingchen Gao:
Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment. MLMI@MICCAI 2021: 110-119 - [i13]Soumyya Kanti Datta, Mohammad Abuzar Shaikh, Sargur N. Srihari, Mingchen Gao:
Soft-Attention Improves Skin Cancer Classification Performance. CoRR abs/2105.03358 (2021) - [i12]Zhanghexuan Ji, Mohammad Abuzar Shaikh, Dana Moukheiber, Sargur N. Srihari, Yifan Peng, Mingchen Gao:
Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment. CoRR abs/2109.01949 (2021) - [i11]Mohammad Abuzar Shaikh, Zhanghexuan Ji, Dana Moukheiber, Sargur N. Srihari, Mingchen Gao:
LAViTeR: Learning Aligned Visual and Textual Representations Assisted by Image and Caption Generation. CoRR abs/2109.04993 (2021) - 2020
- [j70]Tiehang Duan, Mohammad Abuzar Shaikh, Mihir Chauhan, Jun Chu, Rohini K. Srihari, Archita Pathak, Sargur N. Srihari:
Meta Learn on Constrained Transfer Learning for Low Resource Cross Subject EEG Classification. IEEE Access 8: 224791-224802 (2020) - [j69]Gang Chen, Sargur N. Srihari:
Revisiting hierarchy: Deep learning with orthogonally constrained prior for classification. Pattern Recognit. Lett. 140: 214-221 (2020) - [c183]Mohammad Abuzar Shaikh, Tiehang Duan, Mihir Chauhan, Sargur N. Srihari:
Attention based Writer Independent Verification. ICFHR 2020: 373-379 - [i10]Tiehang Duan, Mihir Chauhan, Mohammad Abuzar Shaikh, Sargur N. Srihari:
Ultra Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification. CoRR abs/2003.06113 (2020) - [i9]Mohammad Abuzar Shaikh, Tiehang Duan, Mihir Chauhan, Sargur N. Srihari:
Attention based Writer Independent Handwriting Verification. CoRR abs/2009.04532 (2020)
2010 – 2019
- 2019
- [c182]Tiehang Duan, Qi Lou, Sargur N. Srihari, Xiaohui Xie:
Sequential Embedding Induced Text Clustering, a Non-parametric Bayesian Approach. PAKDD (3) 2019: 68-80 - [i8]Mihir Chauhan, Mohammad Abuzar Shaikh, Sargur N. Srihari:
Explanation based Handwriting Verification. CoRR abs/1909.02548 (2019) - 2018
- [c181]Jun Chu, Mohammad Abuzar Shaikh, Mihir Chauhan, Lu Meng, Sargur N. Srihari:
Writer Verification using CNN Feature Extraction. ICFHR 2018: 181-186 - [c180]Mohammad Abuzar Shaikh, Mihir Chauhan, Jun Chu, Sargur N. Srihari:
Hybrid Feature Learning for Handwriting Verification. ICFHR 2018: 187-192 - [r3]Sargur N. Srihari:
Probabilistic Graphical Models. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [r2]Sargur N. Srihari:
Synthetic Data Sets. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i7]Tiehang Duan, Qi Lou, Sargur N. Srihari, Xiaohui Xie:
Sequential Embedding Induced Text Clustering, a Non-parametric Bayesian Approach. CoRR abs/1811.12500 (2018) - [i6]Mohammad Abuzar Shaikh, Mihir Chauhan, Jun Chu, Sargur N. Srihari:
Hybrid Feature Learning for Handwriting Verification. CoRR abs/1812.02621 (2018) - 2017
- [c179]Tiehang Duan, Sargur N. Srihari:
Layerwise Interweaving Convolutional LSTM. Canadian AI 2017: 272-277 - 2016
- [c178]Tiehang Duan, Sargur N. Srihari:
Pseudo Boosted Deep Belief Network. ICANN (2) 2016: 105-112 - [c177]Gang Chen, Yawei Li, Sargur N. Srihari:
Joint visual denoising and classification using deep learning. ICIP 2016: 3673-3677 - [c176]Zhen Xu, Wen Dong, Sargur N. Srihari:
Using Social Dynamics to Make Individual Predictions: Variational Inference with a Stochastic Kinetic Model. NIPS 2016: 2775-2783 - [c175]Gang Chen, Ran Xu, Sargur N. Srihari:
Sequential Labeling with Online Deep Learning: Exploring Model Initialization. ECML/PKDD (2) 2016: 772-788 - [i5]Zhen Xu, Wen Dong, Sargur N. Srihari:
Using Social Dynamics to Make Individual Predictions: Variational Inference with a Stochastic Kinetic Model. CoRR abs/1611.02181 (2016) - [i4]Gang Chen, Yawei Li, Sargur N. Srihari:
Word Recognition with Deep Conditional Random Fields. CoRR abs/1612.01072 (2016) - [i3]Gang Chen, Yawei Li, Sargur N. Srihari:
Joint Visual Denoising and Classification using Deep Learning. CoRR abs/1612.01075 (2016) - 2015
- [j68]Alireza Farasat, Alexander G. Nikolaev, Sargur N. Srihari, Rachael Hageman Blair:
Probabilistic graphical models in modern social network analysis. Soc. Netw. Anal. Min. 5(1): 62:1-62:18 (2015) - [c174]Zhen Xu, Sargur N. Srihari:
Missing value imputation: with application to handwriting data. DRR 2015: 94020P - [c173]Gang Chen, Sargur N. Srihari:
Restricted Boltzmann Machine for Classification with Hierarchical Correlated Prior. ICLR (Workshop) 2015 - [i2]Gang Chen, Sargur N. Srihari:
Generalized K-fan Multimodal Deep Model with Shared Representations. CoRR abs/1503.07906 (2015) - 2014
- [j67]Yi Tang, Sargur N. Srihari:
Likelihood ratio estimation in forensic identification using similarity and rarity. Pattern Recognit. 47(3): 945-958 (2014) - [j66]Sargur N. Srihari, Kirsten Singer:
Role of automation in the examination of handwritten items. Pattern Recognit. 47(3): 1083-1095 (2014) - [c172]Mukta Puri, Sargur N. Srihari, Lisa Hanson:
Probabilistic modeling of children's handwriting. DRR 2014: 902103-902103-13 - [c171]Sargur N. Srihari, Zhen Xu, Lisa Hanson:
Development of Handwriting Individuality: An Information-Theoretic Study. ICFHR 2014: 601-606 - [c170]Gang Chen, Sargur N. Srihari:
A Noisy-Or Discriminative Restricted Boltzmann Machine for Recognizing Handwriting Style Development. ICFHR 2014: 714-719 - [c169]Zhen Xu, Sargur N. Srihari:
Bayesian Network Structure Learning Using Causality. ICPR 2014: 3546-3551 - [c168]Gang Chen, Sargur N. Srihari:
Removing Structural Noise in Handwriting Images using Deep Learning. ICVGIP 2014: 28:1-28:8 - [c167]Jun Chu, Sargur N. Srihari:
Writer Identification using a Deep Neural Network. ICVGIP 2014: 31:1-31:7 - [c166]Sargur N. Srihari, Gang Chen, Zhen Xu, Lisa Hanson:
Studies in Individuality: Can Students, Teachers and Schools Be Determined from Children's Handwriting? IWCF 2014: 20-30 - [p6]Sargur N. Srihari, Yi Tang:
Computational Methods for the Analysis of Footwear Impression Evidence. Computational Intelligence in Digital Forensics 2014: 333-383 - [e3]Azah Kamilah Muda, Yun-Huoy Choo, Ajith Abraham, Sargur N. Srihari:
Computational Intelligence in Digital Forensics: Forensic Investigation and Applications. Studies in Computational Intelligence 555, Springer 2014, ISBN 978-3-319-05884-9 [contents] - [r1]Sargur N. Srihari:
Probabilistic Graphical Models. Encyclopedia of Social Network Analysis and Mining 2014: 1388-1402 - [i1]Gang Chen, Sargur N. Srihari:
Sequential Labeling with online Deep Learning. CoRR abs/1412.3397 (2014) - 2013
- [c165]Sargur N. Srihari, Dmitry Kovalenko, Yi Tang, Gregory R. Ball:
Combining evidence using likelihood ratios in writer verification. DRR 2013: 865807 - [c164]Wong Yee Leng, Siti Mariyam Shamsuddin, Sargur N. Srihari:
Fusing Modalities in Forensic Identification with Score Discretization. AFHA 2013: 46-50 - [c163]Mukta Puri, Sargur N. Srihari, Yi Tang:
Bayesian Network Structure Learning and Inference Methods for Handwriting. ICDAR 2013: 1320-1324 - 2012
- [j65]Yi Tang, Harish Kasiviswanathan, Sargur N. Srihari:
An efficient clustering-based retrieval framework for real crime scene footwear marks. Int. J. Granul. Comput. Rough Sets Intell. Syst. 2(4): 327-360 (2012) - [c162]Krishnanand Das, Sargur N. Srihari, Harish Srinivasan:
Questioned document workflow for handwriting with automated tools. DRR 2012: 82970K - [c161]Yi Tang, Sargur N. Srihari, Harish Srinivasan:
Handwriting individualization using distance and rarity. DRR 2012: 82970R - [c160]Sargur N. Srihari:
Invited Lecture II: Evaluating the Probability of Identification in the Forensic Sciences. ICFHR 2012: 609 - [c159]Sargur N. Srihari, Kirsten Singer:
Role of Automation in the Examination of Handwritten Items. ICFHR 2012: 619-624 - [c158]Dmitry Kovalenko, Sargur N. Srihari:
On methods for incorporating evidences into posterior scoring of hypotheses. ICPR 2012: 577-580 - [c157]Yi Tang, Sargur N. Srihari:
Efficient and accurate learning of Bayesian networks using chi-squared independence tests. ICPR 2012: 2723-2726 - 2011
- [c156]Gregory R. Ball, Sargur N. Srihari:
Statistical characterization of handwriting characteristics using automated tools. DRR 2011: 78740H - [c155]Sargur N. Srihari:
Evaluating the Rarity of Handwriting Formations. ICDAR 2011: 618-622 - [c154]Yi Tang, Sargur N. Srihari:
Ellipse detection using sampling constraints. ICIP 2011: 1045-1048 - [c153]Sargur N. Srihari:
Probabilistic Graphical Models and Machine Learning. IICAI 2011: 1 - 2010
- [c152]Gregory R. Ball, Harish Kasiviswanathan, Sargur N. Srihari, Aswin Narayanan:
Analysis of line structure in handwritten documents using the Hough transform. DRR 2010: 75340Z - [c151]Gregory R. Ball, Danjun Pu, Roger Stritmatter, Sargur N. Srihari:
Comparison of historical documents for writership. DRR 2010: 75340P - [c150]Yi Tang, Sargur N. Srihari, Harish Kasiviswanathan:
Similarity and Clustering of Footwear Prints. GrC 2010: 459-464 - [c149]Gregory R. Ball, Sargur N. Srihari, Roger Stritmatter:
Writer Verification of Historical Documents among Cohort Writers. ICFHR 2010: 314-319 - [c148]Danjun Pu, Sargur N. Srihari:
Probabilistic Measure for Signature Verification Based on Bayesian Learning. ICPR 2010: 1188-1191 - [c147]Chang Su, Sargur N. Srihari:
Latent Fingerprint Core Point Prediction Based on Gaussian Processes. ICPR 2010: 1634-1637 - [c146]Harish Kasiviswanathan, Gregory R. Ball, Sargur N. Srihari:
Top Down Analysis of Line Structure in Handwritten Documents. ICPR 2010: 2025-2028 - [c145]Yi Tang, Sargur N. Srihari, Harish Kasiviswanathan, Jason J. Corso:
Footwear Print Retrieval System for Real Crime Scene Marks. ICWF 2010: 88-100 - [c144]Chang Su, Sargur N. Srihari:
Latent Fingerprint Rarity Analysis in Madrid Bombing Case. ICWF 2010: 173-184 - [c143]Chang Su, Sargur N. Srihari:
Evaluation of Rarity of Fingerprints in Forensics. NIPS 2010: 1207-1215
2000 – 2009
- 2009
- [c142]Sargur N. Srihari, Gregory R. Ball:
Comparison of statistical models for writer verification. DRR 2009: 72470E - [c141]Sargur N. Srihari, Veshnu Ramakrishnan, Manavender Malgireddy, Gregory R. Ball:
Identification of forgeries in handwritten petitions for ballot propositions. DRR 2009: 72470S - [c140]Gregory R. Ball, Sargur N. Srihari:
Semi-supervised Learning for Handwriting Recognition. ICDAR 2009: 26-30 - [c139]Yu Liu, Sargur N. Srihari:
A Computational Discriminability Analysis on Twin Fingerprints. IWCF 2009: 43-54 - [c138]Chang Su, Sargur N. Srihari:
Probability of Random Correspondence for Fingerprints. IWCF 2009: 55-66 - [c137]Danjun Pu, Gregory R. Ball, Sargur N. Srihari:
A Machine Learning Approach to Off-Line Signature Verification Using Bayesian Inference. IWCF 2009: 125-136 - [c136]Kenneth A. Manning, Sargur N. Srihari:
Computer-Assisted Handwriting Analysis: Interaction with Legal Issues in U.S. Courts. IWCF 2009: 137-149 - 2008
- [j64]Sargur N. Srihari, Jim Collins, Rohini K. Srihari, Harish Srinivasan, Shravya Shetty, Janina Brutt-Griffler:
Automatic scoring of short handwritten essays in reading comprehension tests. Artif. Intell. 172(2-3): 300-324 (2008) - [j63]Sargur N. Srihari, Harish Srinivasan:
Comparison of ROC and Likelihood Decision Methods in Automatic Fingerprint Verification. Int. J. Pattern Recognit. Artif. Intell. 22(3): 535-553 (2008) - [c135]Sargur N. Srihari, Gregory R. Ball:
Writer Verification of Arabic Handwriting. Document Analysis Systems 2008: 28-34 - [c134]Chen Huang, Sargur N. Srihari:
Word segmentation of off-line handwritten documents. DRR 2008: 68150E - [c133]Kamal Kuzhinjedathu, Harish Srinivasan, Sargur N. Srihari:
Robust line segmentation for handwritten documents. DRR 2008: 68150C - [c132]Gregory R. Ball, Sargur N. Srihari:
Writer adaptation in off-line Arabic handwriting recognition. DRR 2008: 681505 - [c131]Sargur N. Srihari, Gregory R. Ball:
Language Independent Word Spotting in Scanned Documents. ICADL 2008: 134-143 - [c130]Veshnu Ramakrishnan, Sargur N. Srihari:
Extraction of shoe-print patterns from impression evidence using Conditional Random Fields. ICPR 2008: 1-4 - [c129]Chang Su, Sargur N. Srihari:
Generative models for fingerprint individuality using ridge models. ICPR 2008: 1-4 - [c128]Katrin Franke, Sargur N. Srihari:
Computational Forensics: An Overview. IWCF 2008: 1-10 - [c127]Sargur N. Srihari, Chang Su:
Computational Methods for Determining Individuality. IWCF 2008: 11-21 - [c126]Veshnu Ramakrishnan, Manavender Malgireddy, Sargur N. Srihari:
Shoe-Print Extraction from Latent Images Using CRF. IWCF 2008: 105-112 - [c125]Sargur N. Srihari, Kamal Kuzhinjedathu, Harish Srinivasan, Chen Huang, Danjun Pu:
Signature Verification Using a Bayesian Approach. IWCF 2008: 192-203 - [p5]Sargur N. Srihari, Harish Srinivasan, Siyuan Chen, Matthew J. Beal:
Machine Learning for Signature Verification. Machine Learning in Document Analysis and Recognition 2008: 387-408 - [e2]Sargur N. Srihari, Katrin Franke:
Computational Forensics, Second International Workshop, IWCF 2008, Washington, DC, USA, August 7-8, 2008, Proceedings. Lecture Notes in Computer Science 5158, Springer 2008, ISBN 978-3-540-85302-2 [contents] - 2007
- [j62]Sargur N. Srihari, Xuanshen Yang, Gregory R. Ball:
Offline Chinese handwriting recognition: an assessment of current technology. Frontiers Comput. Sci. China 1(2): 137-155 (2007) - [c124]Katrin Franke, Sargur N. Srihari:
Computational Forensics: Towards Hybrid-Intelligent Crime Investigation. IAS 2007: 383-386 - [c123]Gang Fang, Sargur N. Srihari, Harish Srinivasan:
Generative Models for Fingerprint Individuality using Ridge Types. IAS 2007: 423-428 - [c122]Manivannan Arivazhagan, Harish Srinivasan, Sargur N. Srihari:
A statistical approach to line segmentation in handwritten documents. DRR 2007: 65000T - [c121]Shravya Shetty, Harish Srinivasan, Matthew J. Beal, Sargur N. Srihari:
Segmentation and labeling of documents using conditional random fields. DRR 2007: 65000U - [c120]Harish Srinivasan, S. Kabra, Chen Huang, Sargur N. Srihari:
On Computing Strength of Evidence for Writer Verification. ICDAR 2007: 844-848 - [c119]Anurag Bhardwaj, Abhishek Singh, Harish Srinivasan, Sargur N. Srihari:
On the Use of Lexeme Features for Writer Verification. ICDAR 2007: 1088-1092 - [c118]Shravya Shetty, Harish Srinivasan, Sargur N. Srihari:
Handwritten Word Recognition Using Conditional Random Fields. ICDAR 2007: 1098-1102 - [c117]Sargur N. Srihari, Rohini K. Srihari, Pavithra Babu, Harish Srinivasan:
On the Automatic Scoring of Handwritten Essays. IJCAI 2007: 2880-2884 - [p4]Svetlana N. Yanushkevich, Vlad P. Shmerko, Adrian Stoica, Patrick S. P. Wang, Sargur N. Srihari:
Introduction to Synthesis in Biometrics. Image Pattern Recognition 2007: 5-30 - [p3]Sargur N. Srihari, Harish Srinivasan:
A Statistical Model for Biometric Verification. Image Pattern Recognition 2007: 139-158 - [e1]Svetlana N. Yanushkevich, Marina L. Gavrilova, Patrick S. P. Wang, Sargur N. Srihari:
Image Pattern Recognition - Synthesis and Analysis in Biometrics. Series in Machine Perception and Artificial Intelligence 67, WorldScientific 2007, ISBN 978-981-256-908-0, pp. 1-452 [contents] - 2006
- [c116]Sargur N. Srihari, Jim Collins, Rohini K. Srihari, Pavithra Babu, Harish Srinivasan:
Automated Scoring of Handwritten Essays Based on Latent Semantic Analysis. Document Analysis Systems 2006: 71-83 - [c115]Sargur N. Srihari, Shravya Shetty, Siyuan Chen, Harish Srinivasan, Chen Huang, Gady Agam, Ophir Frieder:
Document Image Retrieval using Signatures as Queries. DIAL 2006: 198-203 - [c114]Siyuan Chen, Sargur N. Srihari:
Combining one- and two-dimensional signal recognition approaches to off-line signature verification. DRR 2006: 606701 - [c113]Sargur N. Srihari, Harish Srinivasan, Pavithra Babu, Chetan Bhole:
Spotting words in handwritten Arabic documents. DRR 2006: 606702 - [c112]Siyuan Chen, Sargur N. Srihari:
A New Off-line Signature Verification Method based on Graph. ICPR (2) 2006: 869-872 - [c111]Harish Srinivasan, Sargur N. Srihari, Matthew J. Beal:
Machine Learning for Signature Verification. ICVGIP 2006: 761-775 - [c110]Sargur N. Srihari, Gregory R. Ball, Harish Srinivasan:
Versatile Search of Scanned Arabic Handwriting. SACH 2006: 57-69 - 2005
- [c109]Sargur N. Srihari, Chen Huang, Harish Srinivasan:
Search engine for handwritten documents. DRR 2005: 66-75 - [c108]Sargur N. Srihari, Matthew J. Beal, Karthik Bandi, Vivek Shah:
A Statistical Model For Writer Verification. ICDAR 2005: 1105-1109 - [c107]Siyuan Chen, Sargur N. Srihari:
Use of Exterior Contours and Shape Features in Off-line Signature Verification. ICDAR 2005: 1280-1284 - 2004
- [j61]Meenakshi K. Kalera, Sargur N. Srihari, Aihua Xu:
Offline Signature Verification And Identification Using Distance Statistics. Int. J. Pattern Recognit. Artif. Intell. 18(7): 1339-1360 (2004) - [j60]Bin Zhang, Sargur N. Srihari:
Fast k-Nearest Neighbor Classification Using Cluster-Based Trees. IEEE Trans. Pattern Anal. Mach. Intell. 26(4): 525-528 (2004) - [c106]Sargur N. Srihari, Anantharaman Ganesh, Catalin I. Tomai, Yong-Chul Shin, Chen Huang:
Information Retrieval System for Handwritten Documents. Document Analysis Systems 2004: 298-309 - [c105]Sargur N. Srihari, Zhixin Shi:
Forensic Handwritten Document Retrieval System. DIAL 2004: 188-194 - [c104]Bin Zhang, Catalin I. Tomai,