Sunday, September 29, 2013

Sunday 09:00 – 12:00
Tutorial I: Spoofing and Anti-Spoofing in Biometrics: lessons learned from the TABULA RASA project
Venue: Francis Scott Key Salon A
Sébastien Marcel (Idiap Research Institute, Switzerland)

Tutorial II: Face Recognition by Humans and Machines
Venue: Francis Scott Key Salon B

Alice J. O’Toole (The University of Texas at Dallas, USA)


Sunday 14:00 – 17:00

Tutorial III: Iris Recognition: From Origin to Current Research Frontiers
Venue: Francis Scott Key Salon A

Kevin Bowyer (University of Notre Dame, USA)

Tutorial IV: 1-to-1 Forensic Facial Comparison
Venue: Francis Scott Key Salon B

Richard W. Vorder Bruegge (Federal Bureau of Investigation, USA)



Monday, September 30, 2013

Venue: Capital View Ballroom

Monday 08:10 – 08:40
Welcome by General Chairs and Program Committee Chairs

Monday 08:40 – 10:00
Oral I: 2D Face Recognition
Session Chair: Patrick Flynn (University of Notre Dame, USA)

Appearance, Context and Co-occurrence Ensembles for Identity Recognition in Personal Photo Collections
Archana Sapkota (University of Colorado, Colorado Springs, USA), Raghuraman Gopalan (AT&T Research, USA), Eric Zavesky (AT&T Labs Research), Terrance Boult (University of Colorado, Colorado Springs, USA)

Video-to-Video Face Matching: Establishing a Baseline for Unconstrained Face Recognition
Lacey Best-Rowden (Michigan State University, USA), Brendan Klare (Noblis, USA), Joshua Klontz (Michigan State University, USA), Anil Jain (Michigan State University, USA)

 Picture-Specific Cohort Score Normalization for Face Pair Matching
Yunlian Sun (University of Sassari, Italy), Massimo Tistarelli (University of Sassari, Italy), Norman Poh (University of Surrey, UK)

 Matching Age Separated Composite Sketches and Digital Face Images
Tarang Chugh (IIIT Delhi, India), Himanshu Bhatt (IIIT Delhi, India), Richa Singh (IIIT Delhi, India), Mayank Vatsa (IIIT Delhi, India)


Venue: Capital View Ballroom

Monday 10:00 – 10:45
Poster and Demo Spotlight – I
Session Chair: Xiaoming Liu (Michigan State University, USA)

 

Posters

Similarity of Iris Texture Between Siblings
William Vranderic (University of Notre Dame, USA), Kevin Bowyer (University of Notre Dame, USA)

Personal Authentication Using Hand Vein and Knuckle Shape Point Cloud Matching
Qishen Zhang (Beijing Institute of Technology, China), Ya Zhou (Beijing Institute of Technology, China), Xiaoming Hu (Beijing Institute of Technology, China), Danting Wang (Beijing Institute of Technology, China)

Face Recognition Using Early Biologically Inspired Features
Min Li (IBM China Research Lab, China), Nalini Ratha (IBM Watson Research Center, USA), Weihong Qian (IBM China Research Lab, China), Shenghua Bao (IBM China Research Lab, China), Zhong Su (IBM China Research Lab, China)

Efficient Processing of MRFs for Unconstrained-Pose Face Recognition
Shervin Rahimzadeh Arashloo (Urmia University, Iran), Josef Kittler (University of Surrey, UK)

 Identity Verification Using Iris Images: Performance of Human Examiners
Kevin McGInn (University of Notre Dame, USA), Samuel Tarin (University of Notre Dame, USA), Kevin Bowyer (University of Notre Dame, USA)

Non-Iris Occlusions Detection
Michal Haindl (Institute of Information Theory and Automation of the AS CR, Czech Republic), Mikulas Krupicka (Czech Technical University, Czech Republic)

Minimizing the Impact of Low Interoperability between Optical Fingerprint Sensors
Emanuela Marasco (West Virginia University, USA), Luca Lugini (West Virginia University, USA), Bojan Cukic (West Virginia University, USA), Thirimachos Bourlai (West Virginia University, USA)

Decision Fusion from Parts and Samples for Robust Iris Recognition
Inmaculada Tomeo-Reyes (Queensland University of Technology, Australia), Vinod Chandran (Queensland University of Technology, Australia)

Biometric Authentication via Complex Oculomotor Behavior
Oleg Komogortsev (Texas State University, USA), Corey Holland (Texas State University, USA)

 Age Estimation with Expression Changes Using Multiple Aging Subspaces
Chao Zhang (West Virginia University, USA), Guodong Guo (West Virginia University, USA)

Are Iris Crypts Useful in Identity Recognition?
Feng Shen (University of Notre Dame, USA), Patrick Flynn (University of Notre Dame, USA)

Transient Biometrics using Finger Nails
Igor Barros Barbosa (Norwegian University of Science and Technology, Norway), Theoharis Theoharis (Norwegian University of Science and Technology, Norway), Christian Schellewald (Norwegian University of Science and Technology, Norway), Cham Athwal (Birmingham City University, UK)

Demos

Continuous User Authentication via Typing Behavior
Joseph Roth (Michigan State University, USA), Xiaoming Liu (Michigan State University, USA), Dimitri Metaxas (Rutgers University, USA)

Trusted BWI: Privacy and Trust Enhanced Biometric Web Identities
Abdullah Albahdal (University of Colorado, Colorado Springs, USA), Hamdan Alzahrani (University of Colorado, Colorado Springs, USA), Lalit Jain (University of Colorado, Colorado Springs, USA), Terrance Boult (University of Colorado, Colorado Springs, USA)

Demonstration of the effect of pupil dilation on iris recognition
Estefan Ortiz (University of Notre Dame, USA)

Altered Fingerprints: Detection and Matching
Soweon Yoon (Michigan State University, USA), Kai Cao (Michigan State University, USA), and Anil Jain (Michigan State University, USA)

The FaceSketchID System
Scott Klum (Michigan State University, USA)
 


Venue: Potomac Salon C&D

Monday 10:45 – 12:15
Poster and Demo Session – I

 [Papers and Demos in the Spotlight Session will be showcased here]


Venue: Capital View Ballroom

Monday 14:00 – 15:20
Oral II: Iris Biometrics
Session Chair: James Matey (NIST, USA)

Adaptive and Localized Iris Weight Map for Accurate Iris Recognition under Less Constrained Environments
Chun-Wei Tan (The Hong Kong Polytechnic University, HK), Ajay Kumar (The Hong Kong Polytechnic University, HK)

Coupled Feature Selection for Cross-sensor Iris Recognition
Lihu Xiao (Institute of Automation, Chinese Academy of Sciences, China), Zhenan Sun (NLPR, China), Ran He (Chinese Academy of Sciences, China), Tieniu Tan (Chinese Academy of Sciences, China)

Code-level Information Fusion of Low-Resolution Iris Image Sequences for Personal Identification at a Distance
Jing Liu (University of Science and Technology of China, China), Zhenan Sun (NLPR, China), Tieniu Tan (Chinese Academy of Sciences, China)

Effects of Iris Surface Curvature on Iris Recognition
Joseph Thompson (University of Notre Dame, USA), Patrick Flynn (University of Notre Dame, USA), Kevin Bowyer (University of Notre Dame, USA), Hector Santos-Villalobos (Oak Ridge National Laboratory, USA) 


Venue: Capital View Ballroom

Monday 15:20 – 16:10
Keynote Lecture – I
Session Chair: Massimo Tistarelli (University of Sassari, Italy)

Deep Learning towards AI

Prof. Yoshua Bengio
Department of Computer Science and Operations Research
Canada Research Chair in Statistical Learning Algorithms, Canada


Venue: Capital View Ballroom

Monday 16:30 – 17:50
Oral III: Behavioral Biometrics
Session Chair: Sebastien Marcel (Idiap Research Institute, Switzerland)

Long Term Facial Parts Tracking in Thermal Imaging for Uncooperative Emotion Recognition
Eslam Mostafa (University of Louisville, USA), Aly Farag (University of Louisville, USA), Ahmed Shalaby (University of Louisville, USA), Asem Ali (University of Louisville, USA), Travis Gault (University of Louisville, USA), Ali Mahmoud (University of Louisville, USA)

Biometric Identification Using the Dynamic Features of the Eyes
Ali Darwish (American University of Sharjah, UAE), Michel Pasquier (American University of Sharjah, UAE)

Behavioral Biometric Verification of Student Identity in Online Course Assessment and Authentication of Authors in Literary Works
John Monaco (Pace University, USA), John Stewart (Lake Erie College, USA), Sung-Hyuk Cha (Pace University, USA), Charles Tappert (Pace University, USA)

Continuous Mobile Authentication Using A Novel Graphic Touch Gesture Feature
Xi Zhao (University of Houston, USA), Tao Feng (University of Houston, USA), Weidong Shi (University of Houston, USA)


Tuesday, October 01, 2013

Venue: Capital View Ballroom

Tuesday 08:40 – 10:00
Oral IV: 3D Face Analysis
Session Chair: Trina Russ (Digital Signal Corporation, USA)

Heat Front Propagation Contours for 3D Face Recognition
Mostafa Abdelrahman (University of Louisville, USA), Aly Farag (University of Louisville, USA), Moumen El-Melegy (University of Louisville, USA)

Face Recognition Robust to Head Pose Changes Based on the RGB-D Sensor
Cesare Ciaccio (West Virginia University, USA), Lingyun Wen (West Virginia University, USA), Guodong Guo (West Virginia University, USA)

Automatic Multi-view Face Recognition via 3D Model Based Pose Regularization
Koichiro Niinuma (Michigan State University, USA), Hu Han (Michigan State University, USA), Anil Jain (Michigan State University, USA)

Using Nasal Curves Matching for Expression Robust 3D Nose Recognition
Mehryar Emambakhsh (University of Bath, UK), Adrian Evans (University of Bath, UK), Melvyn Smith (University of the West of England, UK)
 


Venue: Capital View Ballroom

Tuesday 10:00 – 10:45
Poster and Demo Spotlight – II
Session Chair: Brendan Klare (Noblis, USA)

Posters

Scaling-Robust Fingerprint Verification with Smartphone Camera in Real-life Scenarios
R Raghavendra (Gjøvik University College, Norway), Christoph Busch (Fraunhofer Institute, Germany), Bian Yang (Gjøvik University College, Norway)

Structural Similarity based Image Quality Map for Face Recognition across Plastic Surgery
Yunlian Sun (University of Sassari, Italy), Massimo Tistarelli (University of Sassari, Italy), Davide Maltoni (University of Bologna, Italy)

Variation in Accuracy of Textured Contact Lens Detection Based on Iris Sensor and Contact Lens Manufacturer
James Doyle (University of Notre Dame, USA), Kevin Bowyer (University of Notre Dame, USA), Patrick Flynn (University of Notre Dame, USA)

Augmenting SIFT with 3D Joint Differential Invariants for Multimodal, Hybrid Face Recognition
Marinella Cadoni (University of Sassari, Italy), Andrea Lagorio (University of Sassari, Italy), Enrico Grosso (University of Sassari, Italy)

Latent Fingerprint Indexing: Fusion of Level 1 and Level 2 Features
Alessandra Paulino (Michigan State University, USA), Eryun Liu (Michigan State University, USA), Kai Cao (Michigan State University, USA), Anil Jain (Michigan State University, USA)

A Linear Regression Analysis of the Effects of Age Related Pupil Dilation Change in Iris Biometrics
Estefan Ortiz (University of Notre Dame, USA), Kevin Bowyer (University of Notre Dame, USA), Patrick Flynn (University of Notre Dame, USA)

Recognition of Motion Blurred Iris Images
Jing Liu (University of Science and Technology of China, China), Zhenan Sun (NLPR, China), Tieniu Tan (Chinese Academy of Sciences, China)

Off-Angle Iris Correction using a Biological Model
Joseph Thompson (University of Notre Dame, USA), Hector Santos-Villalobos (Oak Ridge National Laboratory, USA), Mahmut Karakaya (Oak Ridge National Laboratory, USA), Del Barstow (Oak Ridge National Laboratory, USA), David Bolme (Oak Ridge National Laboratory, USA), Christopher Boehnen (Oak Ridge National Laboratory, USA)

SNoW: Understanding the Causes of Strong, Neutral, and Weak Face Impostor Pairs
Amanda Sgroi (University of Notre Dame, USA), Kevin Bowyer (University of Notre Dame, USA), Patrick Flynn (University of Notre Dame, USA), Jonathon Phillips (National Institute of Standards and Technology, USA)

An Image Statistics Approach towards Efficient and Robust Refinement for Landmarks on Facial Boundary
Felix Juefei-Xu (Carnegie Mellon University, USA), Marios Savvides (Carnegie Mellon University, USA)

On the Existence of Face Quality Measures
Jonathon Phillips (National Institute of Standards and Technology, USA), Ross Beveridge (Colorado State University, USA), David Bolme (Oak Ridge National Laboratory, USA), Bruce Draper (Colorado State University, USA), Geof Givens (Colorado State University, USA), Yui Man Lui (Colorado State University, USA), Su Cheng (National Institute of Standards and Technology, USA), Mohammad Nayeem Teli (Colorado State University, USA), Hao Zhang (Colorado State University, USA)

On RGB-D Face Recognition using Kinect
Gaurav Goswami (IIIT Delhi, India), Samarth Bharadwaj (IIIT Delhi, India), Mayank Vatsa (IIIT Delhi, India), Richa Singh (IIIT Delhi, India)

LivDet-Iris 2013 Liveness Detection Competition 2013 (Poster only)
David Yambay (Clarkson University, USA), Jay Doyle (University of Notre Dame, USA), Adam Czajka (Warsaw University of Technology, Poland), Kevin Bowyer (University of Notre Dame, USA), Stephanie Schuckers (Clarkson University, USA)

Demos

Face Recognition with Kinect
Cesare Ciaccio (West Virginia University, USA), Guodong Guo (West Virginia University, USA), Brian Woerner (West Virginia University, USA)

WS-Biometric Devices
Karen Marshall (National Institute of Standards and Technology, USA), Kayee Kwong (National Institute of Standards and Technology, USA)

An End-to-end Tool for Creating Image Quality Assessment Algorithms
Michael Happold (Neya Systems LLC, USA), Parag Batavia (Neya Systems LLC, USA)

Off-the-person Electrocardiography for Biometric Applications
Hugo Plácido da Silva (IT – Instituto de Telecomunicações, Portugal)
 


Venue: Francis Scott Key Ballroom

Tuesday 10:45 – 12:15
Poster and Demo Session – II

[Papers and Demos in the Spotlight Session will be showcased here]

 


Venue: Capital View Ballroom

Tuesday 14:00 – 15:20
Oral V: Finger and Ocular Biometrics
Session Chair: Richa Singh (IIIT Delhi, India)

Fingerprint Liveness Detection using Binarized Statistical Image Features
Luca Ghiani (University of Cagliari, Italy), Abdenour Hadid (University of Oulu, Finland), Gian Luca Marcialis (University of Cagliari), Fabio Roli (University of Cagliari, Italy)

A Multi-Finger Knuckle Recognition System for Door Handle
Shoichiro Aoyama (Tohoku University, Japan), Koichi Ito (Tohoku University, Japan), Takafumi Aoki (Tohoku University, Japan)

Eyebrow Shape Analysis by Using a Modified Functional Curve Procrustes Distance
Yishi Wang (University of North Carolina, Wilmington, USA), Cuixian Chen (University of North Carolina, Wilmington, USA), Midori Albert (University of North Carolina, Wilmington, USA), Yaw Chang (University of North Carolina, Wilmington, USA), Karl Ricanek (University of North Carolina, Wilmington, USA)

Is the Eye Region More Reliable Than the Face? – A Preliminary Study of Face-based Recognition on Transgender Dataset
Gayathri Mahalingam (University of North Carolina Wilmington, USA), Karl Ricanek (University of North Carolina, Wilmington, USA)

 



Venue: Capital View Ballroom

Tuesday 15:20 – 16:10
Keynote Lecture – II
Session Chair: Kevin Bowyer (University of Notre Dame, USA)

Privacy in the Age of Augmented Reality
Prof. Alessandro Acquisti
Associate Professor at the Heinz College,
Carnegie Mellon University, USA

 


Venue: Capital View Ballroom

Tuesday 16:30 – 17:50
Oral VI: Anti-spoofing and Vulnerability Analysis
Session Chair: Robert Rowe (Lumidigm, USA)

Spoofing in 2D Face Recognition with 3D Masks and Anti-spoofing with Kinect
Nesli Erdogmus (Idiap Research Institute, Switzerland), Sebastien Marcel (Idiap Research Institute, Switzerland)

A One-Class Classification Approach to Generalised Speaker Verification Spoofing Countermeasures Using Local Binary Patterns
Federico Alegre (EURECOM, France), Asmaa Amehraye (EURECOM, France), Nicholas Evans (EURECOM, France)

On the Vulnerability of an EEG-based Biometric System to Hill-climbing Attacks. Algorithms’ Comparison and Possible Countermeasures
Emanuele Maiorana (University Roma Tre, Italy), Gabriel Hine (University Roma Tre, Italy), Daria La Rocca (University Roma Tre, Italy), Patrizio Campisi (University of Roma Tre, Italy)

Targeted Impersonation As A Tool For The Detection Of Biometric System Vulnerabilities
John Bustard (University of Southampton, UK), Mark Nixon (University of Southampton), John Carter (University of Southampton, UK)

 


 

Wednesday, October 02, 2013

Venue: Capital View Ballroom

Wednesday 08:40 – 10:00

Oral VII: Evaluation Metrics and Datasets

Session Chair: Ross Beveridge (Colorado State University, USA)

Open Source Biometric Recognition
Joshua Klontz (Michigan State University, USA), Brendan Klare (Noblis, USA), Scott Klum (Michigan State University, USA), Anil Jain (Michigan State University, USA), Mark Burge (United States Naval Academy, USA)

Large Scale Unconstrained Openset Face Database
Archana Sapkota (University of Colorado, Colorado Springs, USA), Terrance Boult (University of Colorado, Colorado Springs, USA)

Relating ROC and CMC Curves via the Biometric Menagerie
Brian Decann (West Virginia University, USA), Arun Ross (Michigan State University, USA)

Relations among Security Metrics for Template Protection Algorithms
Manabu Inuma (Josai University, Japan), Akira Otsuka (National Institute of Advanced Industrial Science and Technology, Japan)

 


Venue: Capital View Ballroom

Wednesday 10:00 – 10:45
Poster and Demo Spotlight – III
Session Chair: Mayank Vatsa (IIIT Delhi, India)

Posters

Generating Registration-Free Cancelable Fingerprint Templates Based on Minutia Cylinder-Code Representation
Ning Zhang (Chinese Academy of Science, China), Xin Yang (Chinese Academy of Science, China), Yali Zang (Chinese Academy of Science, China), Xiaofei Jia (Chinese Academy of Science, China), Jie Tian (Chinese Academy of Science, China)

Secure Privacy-Preserving Protocols for Outsourcing Continuous Authentication of Smartphone Users with Touch Data
Sathya Govindarajan (New York Institute of Technology, USA), Paolo Gasti (New York Institute of Technology, USA), Kiran Balagani (New York Institute of Technology, USA)

Combining Gait and Face for Tackling the Elapsed Time Challenges
Yu Guan (University of Warwick, UK), Xingjie Wei (University of Warwick, UK), Chang-Tsun Li (University of Warwick, UK), Gian Luca Marcialis (University of Cagliari, Italy), Fabio Roli (University of Cagliari, Italy), Massimo Tistarelli (University of Sassari, Italy)

Efficient Human Recognition System using Ear and Profile Face
Rajeev Rathore (Indian Institute of Technology Kanpur, India), Surya Prakash (Indian Institute of Technology Indore, India), Phalguni Gupta (Indian Institute of Technology Kanpur, India)

Which Verifiers Work?: A Benchmark Evaluation of Touch-based Authentication Algorithms
Abdul Serwadda (Louisiana Tech University, USA), Vir Phoha (Louisiana Tech University, USA), Zibo Wang (Louisiana Tech University, USA)

Finger ECG Signal for User Authentication: Usability and Performance
Hugo Plácido da Silva (IT – Instituto de Telecomunicações, Portugal), André Lourenço (Instituto Superior de Engenharia de Lisboa/ IT – Instituto de Telecomunicações, Portugal), Ana Fred (IT – Instituto de Telecomunicações, Portugal), Anil Jain (Michigan State University, USA)

Context based Face Anti-Spoofing
Jukka Komulainen (University of Oulu, Finland), Abdenour Hadid (University of Oulu, Finland), Matti Pietikäinen (University of Oulu, Finland)

A Novel Methodology for the Interoperability Evaluation of An Iris Segmentation Algorithm
Irina Gertsovich (Blekinge Institute of Technology, Sweden), Josef Ström Bartunek (Blekinge Institute of Technology, Sweden), Mikael Nilsson (Lund University, Sweden), Lars Håkansson (Blekinge Institute of Technology, Sweden)

A Baseline for Assessing Biometrics Performance Robustness: A Case Study across Seven Iris Datasets
Yooyoung Lee (National Institute of Standards and Technology, USA), James Filliben (National Institute of Standards and Technology, USA), Ross Micheals (National Institute of Standards and Technology, USA), Michael Garris (National Institute of Standards and Technology, USA), Jonathon Phillips (National Institute of Standards and Technology, USA)

Investigating Mobile Device Picking-up Motion as a Novel Biometric Modality
Tao Feng (University of Houston, USA), Xi Zhao (University of Houston, USA), Weidong Shi (University of Houston, USA)

Complexion as a Soft Biometric in Human-Robot Interaction
Wallace Lawson (Naval Research Lab, USA), Eric Martinson, Greg Trafton (Naval Research Lab, USA)

The Challenge of Face Recognition from Digital Point-and-Shoot Cameras
Ross Beveridge (Colorado State University, USA), Jonathon Phillips (National Institute of Standards and Technology, USA), David Bolme (Oak Ridge National Lab), Bruce Draper (Colorado State University, USA), Geof Givens (Colorado State University, USA), Yui Man Lui (Colorado State University, USA), Mohammad Nayeem Teli (Colorado State University, USA), Hao Zhang (Colorado State University, USA), W. Todd Scruggs (Science Applications International Corporation, USA), Kevin Bowyer (University of Notre Dame, USA), Patrick Flynn (University of Notre Dame, USA), Su Cheng (National Institute of Standards and Technology, USA)
 

Effect of Calibration Data on Forensic Likelihood Ratio from a Face Recognition System
Tauseef Ali (University of Twente, Netherlands), Luuk Spreeuwers (University of Twente, Netherlands), Raymond Veldhuis (University of Twente, Netherlands), Didier Meuwly (Netherlands Forensic Institute, Netherlands)

Trusted BWI: Privacy and Trust Enhanced BiometricWeb Identities
Abdullah Albahdal (University of Colorado, Colorado Springs, USA), Hamdan Alzahrani (University of Colorado at Colorado Springs, USA), Lalit Jain (University of Colorado at Colorado Springs, USA), Terrance Boult (University of Colorado, Colorado Springs, USA)

Automated Clarity and Quality Assessment for Latent Fingerprints
Anush Sankaran (IIIT Delhi, India), Mayank Vatsa (IIIT Delhi, India), Richa Singh (IIIT Delhi, India)


Venue: Francis Scott Key Ballroom

Wednesday 10:45 – 12:15
Poster and Demo Session – III

[Papers and Demos in the Spotlight Session will be showcased here]



Venue: Capital View Ballroom

Wednesday 14:00 – 14:50
Keynote Lecture – III
Session Chair: Ioannis Kakadiaris (University of Houston, USA)

 

Evaluating Likelihood Ratios in Forensic Identification
Prof. Sargur N. Srihari
SUNY Distinguished Professor
University at Buffalo

 

 


Venue: Capital View Ballroom

Wednesday 14:50 – 16:50
Oral VIII: Papers with the Best Reviews
Session Chair: Zhenan Sun (NLPR, China) and Arun Ross (Michigan State University, USA)

Quality-dependent View Transformation Model for Cross-view Gait Recognition
Daigo Muramatsu (Osaka University, Japan), Yasushi Makihara (Osaka University, Japan), Yasushi Yagi (Osaka University, Japan)

Maximum-Margin Coupled Mappings for Cross-Domain Matching
Stephen Siena (Carnegie Mellon University, USA), Vishnu Naresh Boddeti (Carnegie Mellon University, USA), Vijayakumar Bhagavatula (Carnegie Mellon University, USA)

LFIQ: Latent Fingerprint Image Quality
Soweon Yoon (Michigan State University, USA), Kai Cao (Michigan State University, USA), Eryun Liu (Michigan State University, USA), Anil Jain (Michigan State University, USA)

Reconstructing Ridge Frequency Map from Minutiae Template of Fingerprints
Wei Tang (Harbin University of Science and Technology, China), Yukun Liu (Harbin University of Science and Technology, China)

Propagation of Facial Identities in a Social Network
Tao Wu (University of Maryland, College Park, USA), Jonathon Phillips (National Institute of Standards and Technology, USA), Rama Chellappa (University of Maryland, College Park, USA)

Voice Authentication Using Short Phrases: Examining Accuracy, Security and Privacy Issues
Raoul Johnson (University of Colorado, Colorado Springs, USA), Walter Scheirer (Harvard University, USA), Terrance Boult (University of Colorado, Colorado Springs, USA)