Sharath Pankanti

ORCID

Publication Activity (10 Years)

Years Active: 1994-2022
Publications (10 Years): 23

Top Venues

Publications

Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Uttam Kumar
PPDL - Privacy Preserving Deep Learning Using Homomorphic Encryption. COMAD/CODS (2022)
Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Uttam Kumar
Efficient CNN Building Blocks for Encrypted Data. CoRR (2021)
Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Uttam Kumar
CryptInfer: Enabling Encrypted Inference on Skin Lesion Images for Melanoma Detection. AIMLSystems (2021)
Nayna Jain, Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Uttam Kumar
Optimizing Homomorphic Encryption based Secure Image Analytics. MMSP (2021)
Kanthi K. Sarpatwar, Karthik Nandakumar, Nalini K. Ratha, James T. Rayfield, Karthikeyan Shanmugam, Sharath Pankanti, Roman Vaculín
Efficient Encrypted Inference on Ensembles of Decision Trees. CoRR (2021)
Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Alex Pentland, Maurice Herlihy
Blockchain: From Technology to Marketplaces. Computer 53 (7) (2020)
Bishwaranjan Bhattacharjee, John R. Kender, Matthew Hill, Parijat Dube, Siyu Huo, Michael R. Glass, Brian M. Belgodere, Sharath Pankanti, Noel Codella, Patrick Watson
P2L: Predicting Transfer Learning for Images and Semantic Relations. CVPR Workshops (2020)
Kanthi K. Sarpatwar, Nalini K. Ratha, Karthik Nandakumar, Karthikeyan Shanmugam, James T. Rayfield, Sharath Pankanti, Roman Vaculín
Privacy Enhanced Decision Tree Inference. CVPR Workshops (2020)
Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Shai Halevi
Towards Deep Neural Network Training on Encrypted Data. CVPR Workshops (2019)
Venkat N. Gudivada, Sharath Pankanti, Guna Seetharaman, Yu Zhang
Cognitive Computing Systems: Their Potential and the Future. Computer 52 (5) (2019)
Karthikeyan Natesan Ramamurthy, Chung-Ching Lin, Aleksandr Y. Aravkin, Sharath Pankanti, Raphael Viguier
Distributed Bundle Adjustment. ICCV Workshops (2017)
Karthikeyan Natesan Ramamurthy, Chung-Ching Lin, Aleksandr Y. Aravkin, Sharath Pankanti, Raphael Viguier
Distributed Bundle Adjustment. CoRR (2017)
Robert P. Loce, Edward J. Delp, Sharath Pankanti
Special Section Guest Editorial: Video Analytics for Public Safety. J. Electronic Imaging 26 (5) (2017)
Noel C. F. Codella, Quoc-Bao Nguyen, Sharath Pankanti, David A. Gutman, Brian Helba, Alan Halpern, John R. Smith
Deep learning ensembles for melanoma recognition in dermoscopy images. IBM J. Res. Dev. 61 (4-5) (2017)
Karthik Nandakumar, Nalini K. Ratha, Sharath Pankanti, Shelby Darnell
Secure one-time biometrie tokens for non-repudiable multi-party transactions. WIFS (2017)
Noel C. F. Codella, Quoc-Bao Nguyen, Sharath Pankanti, David A. Gutman, Brian Helba, Allan Halpern, John R. Smith
Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images. CoRR (2016)
Jingjing Liu, Quanfu Fan, Sharath Pankanti, Dimitris N. Metaxas
People detection in crowded scenes by context-driven label propagation. WACV (2016)
Yu Cheng, Nalini K. Ratha, Sharath Pankanti
Outlier faces detector via efficient cohesive subgraph identification. ICIP (2016)
Mani Abedini, Noel C. F. Codella, Jonathan H. Connell, Rahil Garnavi, Michele Merler, Sharath Pankanti, John R. Smith, Tanveer F. Syeda-Mahmood
A generalized framework for medical image classification and recognition. IBM J. Res. Dev. 59 (2/3) (2015)
Rogério Schmidt Feris, Russell Bobbitt, Sharath Pankanti, Ming-Ting Sun
Efficient 24/7 object detection in surveillance videos. AVSS (2015)
Junjie Cai, Michele Merler, Sharath Pankanti, Qi Tian
Heterogeneous Semantic Level Features Fusion for Action Recognition. ICMR (2015)
Nalini K. Ratha, Jonathan H. Connell, Sharath Pankanti
Big Data approach to biometric-based identity analytics. IBM J. Res. Dev. 59 (2/3) (2015)
Chung-Ching Lin, Sharath Pankanti, Gal Ashour, Dror Porat, John R. Smith
Moving camera analytics: Emerging scenarios, challenges, and applications. IBM J. Res. Dev. 59 (2/3) (2015)
Ying Li, Hoang Trinh, Norman Haas, Charles Otto, Sharath Pankanti
Rail Component Detection, Optimization, and Assessment for Automatic Rail Track Inspection. IEEE Trans. Intell. Transp. Syst. 15 (2) (2014)
Rogério Schmidt Feris, Lisa M. Brown, Sharath Pankanti, Ming-Ting Sun
Appearance-Based Object Detection Under Varying Environmental Conditions. ICPR (2014)
Yu Cheng, Quanfu Fan, Sharath Pankanti, Alok N. Choudhary
Temporal Sequence Modeling for Video Event Detection. CVPR (2014)
Yu Cheng, Alok N. Choudhary, Jun Wang, Sharath Pankanti, Huan Liu
Dual Uncertainty Minimization Regularization and Its Applications on Heterogeneous Data. ICDM Workshops (2014)
Chung-Ching Lin, Sharath Pankanti, John R. Smith
Accurate coverage summarization of UAV videos. AIPR (2014)
Quanfu Fan, Sharath Pankanti, Lisa M. Brown
Long-term object tracking for parked vehicle detection. AVSS (2014)
Rogério Schmidt Feris, Russell Bobbitt, Lisa M. Brown, Sharath Pankanti
Attribute-based People Search: Lessons Learnt from a Practical Surveillance System. ICMR (2014)
Yu Cheng, Lisa M. Brown, Quanfu Fan, Jingjing Liu, Rogério Schmidt Feris, Alok N. Choudhary, Sharath Pankanti
IBM-Northwestern@TRECVID 2014: Surveillance Event Detection. TRECVID (2014)
Noel C. F. Codella, Jonathan H. Connell, Sharath Pankanti, Michele Merler, John R. Smith
Automated Medical Image Modality Recognition by Fusion of Visual and Text Information. MICCAI (2) (2014)
Yu Cheng, Lisa M. Brown, Qibin Fan, Rogério Schmidt Feris, Sharath Pankanti, Tao Zhang
RiskWheel: Interactive visual analytics for surveillance event detection. ICME (2014)
Hagai Aronowitz, Min Li, Orith Toledo-Ronen, Sivan Harary, Amir B. Geva, Shay Ben-David, Asaf Rendel, Ron Hoory, Nalini K. Ratha, Sharath Pankanti, David Nahamoo
Multi-modal biometrics for mobile authentication. IJCB (2014)
Fatih Porikli, François Brémond, Shiloh L. Dockstader, James M. Ferryman, Anthony Hoogs, Brian C. Lovell, Sharath Pankanti, Bernhard Rinner, Peter H. Tu, Péter L. Venetianer
Video Surveillance: Past, Present, and Now the Future [DSP Forum]. IEEE Signal Process. Mag. 30 (3) (2013)
Qiang Chen, Yang Cai, Lisa M. Brown, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Shuicheng Yan, Alexander G. Hauptmann, Sharath Pankanti
Spatio-temporal fisher vector coding for surveillance event detection. ACM Multimedia (2013)
Jonathan Connell, Quanfu Fan, Prasad Gabbur, Norman Haas, Sharath Pankanti, Hoang Trinh
Retail video analytics: an overview and survey. Video Surveillance and Transportation Imaging Applications (2013)
Lisa M. Brown, Liangliang Cao, Chih-Fu Chang, Yu Cheng, Alok N. Choudhary, Noel Codella, Courtenay V. Cotton, Dan Ellis, Quanfu Fan, Rogério Schmidt Feris, Leiguang Gong, Matthew L. Hill, Gang Hua, John R. Kender, Michele Merler, Yadong Mu, Sharath Pankanti, John R. Smith, Felix X. Yu
IBM Research and Columbia University TRECVID-2013 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), Surveillance Event Detection (SED), and Semantic Indexing (SIN) Systems. TRECVID (2013)
Quanfu Fan, Prasad Gabbur, Sharath Pankanti
Relative Attributes for Large-Scale Abandoned Object Detection. ICCV (2013)
Rogério Schmidt Feris, Ankur Datta, Sharath Pankanti, Ming-Ting Sun
Boosting object detection performance in crowded surveillance videos. WACV (2013)
Hoang Trinh, Jun Li, Sachiko Miyazawa, Juan Moreno, Sharath Pankanti
Efficient UAV video event summarization. ICPR (2012)
Hoang Trinh, Sharath Pankanti, Quanfu Fan
Multimodal ranking for non-compliance detection in retail surveillance. WACV (2012)
Rogério Schmidt Feris, Behjat Siddiquie, James Petterson, Yun Zhai, Ankur Datta, Lisa M. Brown, Sharath Pankanti
Large-Scale Vehicle Detection, Indexing, and Search in Urban Surveillance Videos. IEEE Trans. Multim. 14 (1) (2012)
Hoang Trinh, Quanfu Fan, Prasad Gabbur, Sharath Pankanti
Hand tracking by binary quadratic programming and its application to retail activity recognition. CVPR (2012)
Hoang Trinh, Norman Haas, Ying Li, Charles Otto, Sharath Pankanti
Enhanced rail component detection and consolidation for rail track inspection. WACV (2012)
Rogério Schmidt Feris, Sharath Pankanti, Behjat Siddiquie
Learning Detectors from Large Datasets for Object Retrieval in Video Surveillance. ICME (2012)
Ying Li, Sharath Pankanti
Anomalous tie plate detection for railroad inspection. ICPR (2012)
Jonathan Connell, Etienne Marcheret, Sharath Pankanti, Michiharu Kudoh, Risa Nishiyama
An Extensible Language Interfacefor Robot Manipulation. AGI (2012)
Quanfu Fan, Sharath Pankanti
Robust Foreground and Abandonment Analysis for Large-Scale Abandoned Object Detection in Complex Surveillance Videos. AVSS (2012)
Shoou-I Yu, Zhongwen Xu, Duo Ding, Waito Sze, Francisco Vicente, Zhenzhong Lan, Yang Cai, Shourabh Rawat, Peter F. Schulam, Nisarga Markandaiah, Sohail Bahmani, Antonio Juárez, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, Lu Jiang, Qiang Chen, Lisa M. Brown, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Shuicheng Yan, Alexander G. Hauptmann, Sharath Pankanti
Informedia @TRECVID 2012. TRECVID (2012)
Hoang Trinh, Norman Haas, Sharath Pankanti
Multisensor evidence integration and optimization in rail inspection. ICPR (2012)
Rogério Schmidt Feris, James Petterson, Behjat Siddiquie, Lisa M. Brown, Sharath Pankanti
Large-scale vehicle detection in challenging urban surveillance environments. WACV (2011)
Ying Li, Sharath Pankanti
A performance study of an intelligent headlight control system. WACV (2011)
Sharath Pankanti, Lisa M. Brown, Jonathan H. Connell, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Norman Haas, Ying Li, Nalini K. Ratha, Hoang Trinh
Practical computer vision: Example techniques and challenges. IBM J. Res. Dev. 55 (5) (2011)
Weiguang Guan, Norman Haas, Ying Li, Sharath Pankanti
A comparison of FFS+LAC with AdaBoost for training a vehicle localizer. ACPR (2011)
Jonathan H. Connell, Benjamin W. Herta, Sharath Pankanti, Holger Hess, Sebastian Pliefke
A fast and robust intelligent headlight controller for vehicles. Intelligent Vehicles Symposium (2011)
Quanfu Fan, Sharath Pankanti
Modeling of temporarily static objects for robust abandoned object detection in urban surveillance. AVSS (2011)
Ying Li, Norman Haas, Sharath Pankanti
Intelligent headlight control using learning-based approaches. Intelligent Vehicles Symposium (2011)
Jiyan Pan, Quanfu Fan, Sharath Pankanti, Hoang Trinh, Prasad Gabbur, Sachiko Miyazawa
Soft margin keyframe comparison: Enhancing precision of fraud detection in retail surveillance. WACV (2011)
Rogério Schmidt Feris, Behjat Siddiquie, Yun Zhai, James Petterson, Lisa M. Brown, Sharath Pankanti
Attribute-based vehicle search in crowded surveillance videos. ICMR (2011)
Arun Hampapur, H. Cao, Andrew J. Davenport, W. S. Dong, Don Fenhagen, Rogério Schmidt Feris, Germán S. Goldszmidt, Z. B. Jiang, Jayant Kalagnanam, Tarun Kumar, H. Li, Xuan Liu, Shilpa Mahatma, Sharath Pankanti, D. Pelleg, W. Sun, M. Taylor, Chunhua Tian, Segev Wasserkrug, Lexing Xie, Mujib Lodhi, C. Kiely, K. Butturff, L. Desjardins
Analytics-driven asset management. IBM J. Res. Dev. 55 (1) (2011)
Ying Li, Charles Otto, Norman Haas, Yuichi Fujiki, Sharath Pankanti
Component-based track inspection using machine-vision technology. ICMR (2011)
Hoang Trinh, Quanfu Fan, Jiyan Pan, Prasad Gabbur, Sachiko Miyazawa, Sharath Pankanti
Detecting human activities in retail surveillance using hierarchical finite state machine. ICASSP (2011)
Prasad Gabbur, Sharath Pankanti, Quanfu Fan, Hoang Trinh
A pattern discovery approach to retail fraud detection. KDD (2011)
Jiyan Pan, Quanfu Fan, Sharath Pankanti
Robust abandoned object detection using region-level analysis. ICIP (2011)
Lei Ding, Quanfu Fan, Jen-Hao Hsiao, Sharath Pankanti
Graph based event detection from realistic videos using weak feature correspondence. ICASSP (2010)
Ying Li, Sharath Pankanti, Weiguang Guan
Real-Time Traffic Sign Detection: An Evaluation Study. ICPR (2010)
Lei Ding, Quanfu Fan, Sharath Pankanti
An integer programming approach to visual compliance. ICIP (2010)
Quanfu Fan, Akira Yanagawa, Russell Bobbitt, Yun Zhai, Rick Kjeldsen, Sharath Pankanti, Arun Hampapur
Fast detection of retail fraud using polar touch buttons. ICME (2009)
Sharath Pankanti, Quanfu Fan, Yun Zhai, Russell Bobbitt, Akira Yanagawa, Sachiko Miyazawa, Frederik Kjeldsen, Arun Hampapur
Multi-media compliance: A practical paradigm for managing business integrity. ICME (2009)
Quanfu Fan, Russell Bobbitt, Yun Zhai, Akira Yanagawa, Sharath Pankanti, Arun Hampapur
Recognition of repetitive sequential human activity. CVPR (2009)
Quanfu Fan, Akira Yanagawa, Russell Bobbitt, Yun Zhai, Rick Kjeldsen, Sharath Pankanti, Arun Hampapur
Detecting sweethearting in retail surveillance videos. ICASSP (2009)
Russell Bobbitt, Jonathan H. Connell, Myron Flickner, Norman Haas, Arun Hampapur, Dick Harris, Charles Kurtz, Bill Lloyd, Charles Otto, Sharath Pankanti, Unsang Park, Jason Payne
Retail Vision-Based Self-checkout - Exploring Real Time Real Purpose General Vision System. VISAPP (1) (2008)
Karthik Nandakumar, Anil K. Jain, Sharath Pankanti
Fingerprint-Based Fuzzy Vault: Implementation and Performance. IEEE Trans. Inf. Forensics Secur. 2 (4) (2007)
Anil K. Jain, Arun Ross, Sharath Pankanti
Biometrics: a tool for information security. IEEE Trans. Inf. Forensics Secur. 1 (2) (2006)
Sharat Chikkerur, Sharath Pankanti, Alan Jea, Nalini K. Ratha, Ruud M. Bolle
Fingerprint Representation Using Localized Texture Features. ICPR (4) (2006)
Andrew W. Senior, Arun Hampapur, Ying-li Tian, Lisa M. Brown, Sharath Pankanti, Ruud M. Bolle
Appearance models for occlusion handling. Image Vis. Comput. 24 (11) (2006)
Arun Hampapur, Lisa M. Brown, Jonathan Connell, Ahmet Ekin, Norman Haas, Max Lu, Hans Merkl, Sharath Pankanti
Smart video surveillance: exploring the concept of multiscale spatiotemporal tracking. IEEE Signal Process. Mag. 22 (2) (2005)
Andrew W. Senior, Sharath Pankanti, Arun Hampapur, Lisa M. Brown, Ying-li Tian, Ahmet Ekin, Jonathan H. Connell, Chiao-Fe Shu, Max Lu
Enabling Video Privacy through Computer Vision. IEEE Secur. Priv. 3 (3) (2005)
Umut Uludag, Sharath Pankanti, Anil K. Jain
Fuzzy Vault for Fingerprints. AVBPA (2005)
Nanfei Sun, Norman Haas, Jonathan H. Connell, Sharath Pankanti
A Model-Based Sampling and Sample Synthesis Method for Auto Identification in Computer Vision. AutoID (2005)
Ruud M. Bolle, Jonathan H. Connell, Sharath Pankanti, Nalini K. Ratha, Andrew W. Senior
The Relation between the ROC Curve and the CMC. AutoID (2005)
Sharat Chikkerur, Venu Govindaraju, Sharath Pankanti, Ruud M. Bolle, Nalini K. Ratha
Novel Approaches for Minutiae Verification in Fingerprint Images. WACV/MOTION (2005)
Jonathan H. Connell, Andrew W. Senior, Arun Hampapur, Ying-li Tian, Lisa M. Brown, Sharath Pankanti
Detection and tracking in the IBM PeopleVision system. ICME (2004)
Arun Hampapur, Lisa M. Brown, Jonathan Connell, Norman Haas, Max Lu, Hans Merkl, Sharath Pankanti, Andrew W. Senior, Chiao-Fe Shu, Ying-li Tian
S3-R1: the IBM smart surveillance system-release 1. ETP@MM (2004)
Ahmet Ekin, Sharath Pankanti, Arun Hampapur
Initialization-independent spectral clustering with applications to automatic video analysis. ICASSP (3) (2004)
Ruud M. Bolle, Nalini K. Ratha, Sharath Pankanti
Performance Evaluation in 1: 1 Biometric Engines. SINOBIOMETRICS (2004)
Anil K. Jain, Sharath Pankanti, Salil Prabhakar, Lin Hong, Arun Ross
Biometrics: A Grand Challenge. ICPR (2) (2004)
Ruud M. Bolle, Nalini K. Ratha, Sharath Pankanti
An Evaluation of Error Confidence Interval Estimation Methods. ICPR (3) (2004)
Ruud M. Bolle, Sharath Pankanti, Jonathan H. Connell, Nalini K. Ratha
Iris Individuality: A Partial Iris Model. ICPR (2) (2004)
Umut Uludag, Sharath Pankanti, Salil Prabhakar, Anil K. Jain
Biometric Cryptosystems: Issues and Challenges. Proc. IEEE 92 (6) (2004)
Sharat Chikkerur, Venu Govindaraju, Sharath Pankanti, Ruud M. Bolle
Minutiae Verification in Fingerprint Images Using Steerable Wedge Filters. ICVGIP (2004)
Ruud M. Bolle, Nalini K. Ratha, Sharath Pankanti
Error analysis of pattern recognition systems - the subsets bootstrap. Comput. Vis. Image Underst. 93 (1) (2004)
Arun Hampapur, Sharath Pankanti, Andrew W. Senior, Ying-li Tian, Lisa M. Brown, Ruud M. Bolle
Face Cataloger: Multi-Scale Imaging for Relating Identity to Location. AVSS (2003)
Sharath Pankanti, Andrew W. Senior, Lisa M. Brown, Arun Hampapur, Ying-li Tian, Ruud M. Bolle, Florina Almenárez, Andrés Marín, Celeste Campo, R. Carlos García, Rob Van Kranenburg
Security, Privacy, and Health. IEEE Pervasive Comput. 2 (1) (2003)
Ying-li Tian, Lisa M. Brown, Jonathan H. Connell, Sharath Pankanti, Arun Hampapur, Andrew W. Senior, Ruud M. Bolle
Absolute Head Pose Estimation From Overhead Wide-Angle Cameras. AMFG (2003)
Salil Prabhakar, Sharath Pankanti, Anil K. Jain
Biometric Recognition: Security and Privacy Concerns. IEEE Secur. Priv. 1 (2) (2003)
Salil Prabhakar, Anil K. Jain, Sharath Pankanti
Learning fingerprint minutiae location and type. Pattern Recognit. 36 (8) (2003)
Ruud M. Bolle, Andrew W. Senior, Nalini K. Ratha, Sharath Pankanti
Fingerprint Minutiae: A Constructive Definition. Biometric Authentication (2002)
Sharath Pankanti, Nalini K. Ratha, Ruud M. Bolle
Structure in Errors: A Case Study in Fingerprint Verification. ICPR (3) (2002)

Sharath Pankanti.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Sharath Pankanti