Sharath Pankanti

Roman Vaculín

CoRR, 2021

Efficient CNN Building Blocks for Encrypted Data.

[BibT_eX]

[DOI]

CoRR, 2021

Optimizing Homomorphic Encryption based Secure Image Analytics.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

CryptInfer: Enabling Encrypted Inference on Skin Lesion Images for Melanoma Detection.

[BibT_eX]

[DOI]

Proceedings of the AIMLSystems 2021: The First International Conference on AI-ML-Systems, Bangalore India, October 21, 2021

2020

Blockchain: From Technology to Marketplaces.

[BibT_eX]

[DOI]

Computer, 2020

Privacy Enhanced Decision Tree Inference.

[BibT_eX]

[DOI]

Kanthi K. Sarpatwar

Karthik Nandakumar

Karthikeyan Shanmugam

James T. Rayfield

Bishwaranjan Bhattacharjee

Roman Vaculín

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

P2L: Predicting Transfer Learning for Images and Semantic Relations.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Cognitive Computing Systems: Their Potential and the Future.

[BibT_eX]

[DOI]

Computer, 2019

Proving Multimedia Integrity using Sanitizable Signatures Recorded on Blockchain.

[BibT_eX]

[DOI]

Karthik Nandakumar

Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, 2019

Towards Deep Neural Network Training on Encrypted Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

N-dimensional geospatial data and analytics for critical infrastructure risk assessment.

[BibT_eX]

[DOI]

Hendrik F. Hamann

Siyuan Lu

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Learning and Recognizing Archeological Features from LiDAR Data.

[BibT_eX]

[DOI]

Florencia Pezzutti

Francesca Rossi

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

RepMet: Representative-based metric learning for classification and one-shot object detection.

[BibT_eX]

[DOI]

Abhishek Kumar

Raja Giryes

Alexander M. Bronstein

CoRR, 2018

2017

Special Section Guest Editorial: Video Analytics for Public Safety.

[BibT_eX]

[DOI]

Robert P. Loce

Edward J. Delp

Karthikeyan Natesan Ramamurthy

J. Electronic Imaging, 2017

Deep learning ensembles for melanoma recognition in dermoscopy images.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2017

Secure one-time biometrie tokens for non-repudiable multi-party transactions.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Workshop on Information Forensics and Security, 2017

Distributed Bundle Adjustment.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

People detection in crowded scenes by context-driven label propagation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Learning face recognition from limited training data using deep neural networks.

[BibT_eX]

[DOI]

Xi Peng

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Outlier faces detector via efficient cohesive subgraph identification.

[BibT_eX]

[DOI]

Yu Cheng

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Big Data approach to biometric-based identity analytics.

[BibT_eX]

[DOI]

Jonathan H. Connell

IBM J. Res. Dev., 2015

Moving camera analytics: Emerging scenarios, challenges, and applications.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2015

A generalized framework for medical image classification and recognition.

[BibT_eX]

[DOI]

Tanveer F. Syeda-Mahmood

IBM J. Res. Dev., 2015

Heterogeneous Semantic Level Features Fusion for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Automatic Video Content Summarization Using Geospatial Mosaics of Aerial Imagery.

[BibT_eX]

[DOI]

Guna Seetharaman

Kannappan Palaniappan

Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

Resilient mobile cognition: Algorithms, innovations, and architectures.

[BibT_eX]

[DOI]

Pradip Bose

H. Akbarpour

Filiz Bunyak

Kannappan Palaniappan

Guna Seetharaman

Proceedings of the 33rd IEEE International Conference on Computer Design, 2015

Resilient, UAV-embedded real-time computing.

[BibT_eX]

[DOI]

Pradip Bose

Proceedings of the 33rd IEEE International Conference on Computer Design, 2015

Adaptive as-natural-as-possible image stitching.

[BibT_eX]

[DOI]

Chung-Ching Lin

Karthikeyan Natesan Ramamurthy

Aleksandr Y. Aravkin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Efficient 24/7 object detection in surveillance videos.

[BibT_eX]

[DOI]

Russell Bobbitt

Ming-Ting Sun

Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014

Rail Component Detection, Optimization, and Assessment for Automatic Rail Track Inspection.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2014

IBM-Northwestern@TRECVID 2014: Surveillance Event Detection.

[BibT_eX]

[DOI]

Alok N. Choudhary

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

Attribute-based People Search: Lessons Learnt from a Practical Surveillance System.

[BibT_eX]

[DOI]

Russell Bobbitt

Proceedings of the International Conference on Multimedia Retrieval, 2014

Automated Medical Image Modality Recognition by Fusion of Visual and Text Information.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Appearance-Based Object Detection Under Varying Environmental Conditions.

[BibT_eX]

[DOI]

Ming-Ting Sun

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Temporal Non-maximum Suppression for Pedestrian Detection Using Self-Calibration.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

RiskWheel: Interactive visual analytics for surveillance event detection.

[BibT_eX]

[DOI]

Yu Cheng

Qibin Fan

Tao Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Dual Uncertainty Minimization Regularization and Its Applications on Heterogeneous Data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Multi-modal biometrics for mobile authentication.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Temporal Sequence Modeling for Video Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Long-term object tracking for parked vehicle detection.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Accurate coverage summarization of UAV videos.

[BibT_eX]

[DOI]

Chung-Ching Lin

John R. Smith

Proceedings of the 2014 IEEE Applied Imagery Pattern Recognition Workshop, 2014

2013

Video Surveillance: Past, Present, and Now the Future [DSP Forum].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2013

Boosting object detection performance in crowded surveillance videos.

[BibT_eX]

[DOI]

Ming-Ting Sun

Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

IBM Research and Columbia University TRECVID-2013 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), Surveillance Event Detection (SED), and Semantic Indexing (SIN) Systems.

[BibT_eX]

[DOI]

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Spatio-temporal fisher vector coding for surveillance event detection.

[BibT_eX]

[DOI]

Shuicheng Yan

Alexander G. Hauptmann

Proceedings of the ACM Multimedia Conference, 2013

Relative Attributes for Large-Scale Abandoned Object Detection.

[BibT_eX]

[DOI]

Prasad Gabbur

Proceedings of the IEEE International Conference on Computer Vision, 2013

Retail video analytics: an overview and survey.

[BibT_eX]

[DOI]

Proceedings of the Video Surveillance and Transportation Imaging Applications 2013, 2013

Tree-based vehicle color classification using spatial features on publicly available continuous data.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012

Large-Scale Vehicle Detection, Indexing, and Search in Urban Surveillance Videos.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Multimodal ranking for non-compliance detection in retail surveillance.

[BibT_eX]

[DOI]

Hoang Trinh

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Enhanced rail component detection and consolidation for rail track inspection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Informedia @TRECVID 2012.

[BibT_eX]

[DOI]

Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Exploiting Color Strength to Improve Color Correction.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012

Efficient UAV video event summarization.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Multisensor evidence integration and optimization in rail inspection.

[BibT_eX]

[DOI]

Hoang Trinh

Norman Haas

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Anomalous tie plate detection for railroad inspection.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Appearance modeling for person re-identification using Weighted Brightness Transfer Functions.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Learning Detectors from Large Datasets for Object Retrieval in Video Surveillance.

[BibT_eX]

[DOI]

Behjat Siddiquie

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Hand tracking by binary quadratic programming and its application to retail activity recognition.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Robust Foreground and Abandonment Analysis for Large-Scale Abandoned Object Detection in Complex Surveillance Videos.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

An Extensible Language Interfacefor Robot Manipulation.

[BibT_eX]

[DOI]

Proceedings of the Artificial General Intelligence - 5th International Conference, 2012

2011

Practical computer vision: Example techniques and challenges.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2011

Analytics-driven asset management.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2011

Soft margin keyframe comparison: Enhancing precision of fraud detection in retail surveillance.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

A performance study of an intelligent headlight control system.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Large-scale vehicle detection in challenging urban surveillance environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Visual item verification for fraud prevention in retail self-checkout.

[BibT_eX]

[DOI]

Jason Payne

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Component-based track inspection using machine-vision technology.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Attribute-based vehicle search in crowded surveillance videos.

[BibT_eX]

[DOI]

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

A pattern discovery approach to retail fraud detection.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Intelligent headlight control using learning-based approaches.

[BibT_eX]

[DOI]

Norman Haas

Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2011

A fast and robust intelligent headlight controller for vehicles.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2011

Robust abandoned object detection using region-level analysis.

[BibT_eX]

[DOI]

Jiyan Pan

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Detecting human activities in retail surveillance using hierarchical finite state machine.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Modeling of temporarily static objects for robust abandoned object detection in urban surveillance.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

A comparison of FFS+LAC with AdaBoost for training a vehicle localizer.

[BibT_eX]

[DOI]

Proceedings of the First Asian Conference on Pattern Recognition, 2011

Privacy Protection and Face Recognition.

[BibT_eX]

[DOI]

Andrew W. Senior

Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

2010

Real-Time Traffic Sign Detection: An Evaluation Study.

[BibT_eX]

[DOI]

Weiguang Guan

Proceedings of the 20th International Conference on Pattern Recognition, 2010

An integer programming approach to visual compliance.

[BibT_eX]

[DOI]

Lei Ding

Proceedings of the International Conference on Image Processing, 2010

Graph based event detection from realistic videos using weak feature correspondence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Individuality of Fingerprints.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Biometrics, 2009

Multi-media compliance: A practical paradigm for managing business integrity.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Fast detection of retail fraud using polar touch buttons.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Detecting sweethearting in retail surveillance videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Recognition of repetitive sequential human activity.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

A layered approach to robust lane detection at night.

[BibT_eX]

[DOI]

Amol Borkar

Monson Hayes

Mark T. Smith

Proceedings of the 2009 IEEE Workshop on Computational Intelligence in Vehicles and Vehicular Systems, 2009

Composite Event Detection in Multi-Camera and Multi-Sensor Surveillance Networks.

[BibT_eX]

[DOI]

Yun Zhai

Proceedings of the Multi-Camera Networks, 2009

2008

Retail Vision-Based Self-checkout - Exploring Real Time Real Purpose General Vision System.

[BibT_eX]

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

2007

Large-Scale Biometric Identification: Challenges and Solutions.

[BibT_eX]

[DOI]

Proceedings of the Image Pattern Recognition - Synthesis and Analysis in Biometrics, 2007

Fingerprint-Based Fuzzy Vault: Implementation and Performance.

[BibT_eX]

[DOI]

Karthik Nandakumar

IEEE Trans. Inf. Forensics Secur., 2007

2006

Biometrics: a tool for information security.

[BibT_eX]

[DOI]

Arun Ross

IEEE Trans. Inf. Forensics Secur., 2006

Appearance models for occlusion handling.

[BibT_eX]

[DOI]

Image Vis. Comput., 2006

Fingerprint Representation Using Localized Texture Features.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Smart video surveillance: exploring the concept of multiscale spatiotemporal tracking.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2005

Enabling Video Privacy through Computer Vision.

[BibT_eX]

[DOI]

IEEE Secur. Priv., 2005

Novel Approaches for Minutiae Verification in Fingerprint Images.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Fuzzy Vault for Fingerprints.

[BibT_eX]

[DOI]

Umut Uludag

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

A Model-Based Sampling and Sample Synthesis Method for Auto Identification in Computer Vision.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID 2005), 2005

The Relation between the ROC Curve and the CMC.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID 2005), 2005

2004

Biometric Cryptosystems: Issues and Challenges.

[BibT_eX]

[DOI]

Proc. IEEE, 2004

Error analysis of pattern recognition systems - the subsets bootstrap.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2004

Performance Evaluation in 1: 1 Biometric Engines.

[BibT_eX]

[DOI]

Proceedings of the Advances in Biometric Person Authentication, 2004

S3-R1: the IBM smart surveillance system-release 1.

[BibT_eX]

[DOI]

Proceedings of the 2004 ACM SIGMM Workshop on Effective Telepresence, 2004

Minutiae Verification in Fingerprint Images Using Steerable Wedge Filters.

[BibT_eX]

Proceedings of the ICVGIP 2004, 2004

Biometrics: A Grand Challenge.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

An Evaluation of Error Confidence Interval Estimation Methods.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Iris Individuality: A Partial Iris Model.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Detection and tracking in the IBM PeopleVision system.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Initialization-independent spectral clustering with applications to automatic video analysis.

[BibT_eX]

[DOI]

Ahmet Ekin

Arun Hampapur

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Learning fingerprint minutiae location and type.

[BibT_eX]

[DOI]

Pattern Recognit., 2003

Security, Privacy, and Health.

[BibT_eX]

[DOI]

IEEE Pervasive Comput., 2003

Biometric Recognition: Security and Privacy Concerns.

[BibT_eX]

[DOI]

IEEE Secur. Priv., 2003

Face Cataloger: Multi-Scale Imaging for Relating Identity to Location.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

Absolute Head Pose Estimation From Overhead Wide-Angle Cameras.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

2002

On the similarity of identical twin fingerprints.

[BibT_eX]

[DOI]

Pattern Recognit., 2002

On the Individuality of Fingerprints.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Structure in Errors: A Case Study in Fingerprint Verification.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Fingerprint Minutiae: A Constructive Definition.

[BibT_eX]

[DOI]

Proceedings of the Biometric Authentication, 2002

2001

Recent Advances in Fingerprint Verification.

[BibT_eX]

[DOI]

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

Twin Test: On Discriminability of Fingerprints.

[BibT_eX]

[DOI]

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

2000

Filterbank-based fingerprint matching.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2000

Verification watermarks on fingerprint recognition and retrieval.

[BibT_eX]

[DOI]

Minerva M. Yeung

J. Electronic Imaging, 2000

Biometrics: The Future of Identification - Guest Editors' Introduction.

[BibT_eX]

[DOI]

Computer, 2000

Biometric Identification.

[BibT_eX]

[DOI]

Lin Hong

Commun. ACM, 2000

Learning partitioned least squares filters for fingerprint enhancement.

[BibT_eX]

[DOI]

Proceedings of the Proceedings Fifth IEEE Workshop on Applications of Computer Vision, 2000

Minutia Verification and Classification for Fingerprint Matching.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Hierarchical Partitioned Least Squares Filter-Bank for Fingerprint Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Evaluation Techniques for Biometrics-Based Authentication Systems (FRR).

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999

A filterbank-based representation for classification and matching of fingerprints.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

FingerCode: A Filterbank for Fingerprint Representation and Matching.

[BibT_eX]

[DOI]

Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998

Research Issues in Biometrics.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 1998

1997

An identity-authentication system using fingerprints.

[BibT_eX]

[DOI]

Proc. IEEE, 1997

Identity Authentication Using Fingerprints.

[BibT_eX]

[DOI]

Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997

1996

Fingerprint enhancement.

[BibT_eX]

[DOI]

Proceedings of ThirdIEEE Workshop on Applications of Computer Vision, 1996

1995

Integrating Vision Modules: Stereo, Shading, Grouping, and Line Labeling.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1995

1994

On integration of vision modules.

[BibT_eX]

[DOI]