detailed program - ieee-biometrics.orgpresenters: yaojie liu, xiaoming liu . tuesday, sept. 29 2020...

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Detailed Program Starting times are given in Houston local time (UTC-5). Monday, September 28th 2020 10:00-12:30 Tutorial 1 Session Chair: Vishnu Boddetti Tutorial title: Gait accelerometry as a passive biometric, Presenter: Vinay Prabhu 12:00-15:00 Doctoral Consortium Doctoral Consortium Chairs: Maria De Marsico, Nasser Nasrabadi 12:30-15:00 Tutorial 2 Session Chair: Vishal Patel Tutorial title: Secure the Face Analysis System: Recent Advances on Detecting Face Presentation Attacks and Digital Manipulation, Presenters: Yaojie Liu, Xiaoming Liu

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Page 1: Detailed Program - ieee-biometrics.orgPresenters: Yaojie Liu, Xiaoming Liu . Tuesday, Sept. 29 2020 Tuesday, September 29th 2020 ... Shiqi Yu*, Yasushi Makihara, Xinhui Wu, Chi Xu,

Detailed Program Starting times are given in Houston local time (UTC-5).

Monday, September 28th 2020

10:00-12:30 Tutorial 1

Session Chair: Vishnu Boddetti

Tutorial title: Gait accelerometry as a passive biometric,

Presenter: Vinay Prabhu

12:00-15:00 Doctoral Consortium

Doctoral Consortium Chairs: Maria De Marsico, Nasser Nasrabadi

12:30-15:00 Tutorial 2

Session Chair: Vishal Patel

Tutorial title: Secure the Face Analysis System: Recent Advances on Detecting Face

Presentation Attacks and Digital Manipulation,

Presenters: Yaojie Liu, Xiaoming Liu

Page 2: Detailed Program - ieee-biometrics.orgPresenters: Yaojie Liu, Xiaoming Liu . Tuesday, Sept. 29 2020 Tuesday, September 29th 2020 ... Shiqi Yu*, Yasushi Makihara, Xinhui Wu, Chi Xu,

Tuesday, Sept. 29 2020

Tuesday, September 29th 2020

8:00-9:00 Virtual Rooms Session 1

Oral papers (From Oral session 1)

Focus: Face

No. Paper title Authors

O1 PF-cpGAN: Profile to Frontal Coupled

GAN for Face Recognition in the Wild

Fariborz Taherkhani (West Virginia University); Veeru

Talreja (West Virginia University); Jeremy Dawson

(West Virginia University); Matthew Valenti (West

Virginia University); Nasser Nasrabadi (West Virginia

University)

O2 Identity Document to Selfie Face

Matching Across Adolescence

Vítor Albiero (University of Notre Dame); Nisha

Srinivas (UNCW); Esteban Villalobos (Universidad

Catolica de Chile); Jorge Perez-Facuse (Universidad

Catolica de Chile); Roberto Rosenthal (BiometryPass);

Kevin Bowyer (University of Notre Dame); Karl

Ricanek (University of North Carolina Wilmington);

Domingo Mery (Universidad Catolica de Chile)

O3 Beyond Identity: What Information Is

Stored in Biometric Face Templates?

Philipp Terhörst (Fraunhofer Institute for Computer

Graphics Research IGD); Daniel Fährmann

(Fraunhofer Institute for Computer Graphics

Research IGD); Naser Damer (Fraunhofer IGD);

Florian Kirchbuchner ( Fraunhofer Institute for

Computer Graphics Research IGD); Arjan Kuijper

(Fraunhofer Institute for Computer Graphics

Research IGD and Mathematical and Applied Visual

Computing group, TU Darmstadt)

O4 An Assessment of GANs for Identity-

related Applications

Richard T Marriott (Ecole Centrale de Lyon); Safa

Madiouni (IDEMIA); Sami Romdhani (IDEMIA);

Stéphane Gentric (IDEMIA); Liming Chen (Ecole

Centrale de Lyon)

O5 Modeling Score Distributions and

Continuous Covariates: A Bayesian

Approach

Mel McCurrie (Perceptive Automata); Hamish

Nicholson (Harvard); Walter Scheirer (University of

Notre Dame); Samuel Anthony (Perceptive

Automata)

O6 Is Warping-based Cancellable

Biometrics (still) Sensible for Face

Recognition ?

Simon Kirchgasser (University of Salzburg); Andreas

Uhl (University of Salzburg); Yoanna Martínez Díaz

(Advanced Technologies Application Center,

CENATAV); Heydi Mendez-Vazquez (CENATAV)

O7 Long-Term Face Tracking for Crowded

Video-Surveillance Scenarios

German Barquero (Universitat de Barcelona); Carles

Fernández Tena (Herta Security); Isabelle Hupont

(Herta Security)

Page 3: Detailed Program - ieee-biometrics.orgPresenters: Yaojie Liu, Xiaoming Liu . Tuesday, Sept. 29 2020 Tuesday, September 29th 2020 ... Shiqi Yu*, Yasushi Makihara, Xinhui Wu, Chi Xu,

Tuesday, Sept. 29 2020

O8 Occlusion-Adaptive Deep Network for

Robust Facial Expression Recognition

Hui Ding (University of Maryland, College Park); Peng

Zhou (University of Maryland); Rama Chellappa

(University of Maryland)

Special Session Journal Papers

J1 Performance Evaluation of Model-

based Gait on Multi-view Very Large

Population Database with Pose

Sequences, IEEE TBIOM

Weizhi An, Shiqi Yu*, Yasushi Makihara, Xinhui Wu,

Chi Xu, Yang Yu, Rijun Liao, Yasushi Yagi

J2 Robust Iris Presentation Attack

Detection Fusing 2D and 3D

Information, IEEE TIFS

Zhaoyuan Fang, Adam Czajka, Kevin Bowyer

J3 Learning a Fixed-Length Fingerprint

Representation, IEEE TPAMI

Joshua Engelsma, Kai Cao, Anil Jain

J4 Post-Mortem Iris RecognitionA Survey

and Assessment of the State of the Art,

IEEE Access

Aidan Boyd, Shivangi Yadav, Thomas Swearingen,

Andrey Kuehlkamp, Mateusz Trokielewicz, Eric

Benjamin, Piotr Maciejewicz, Dennis Chute, Arun

Ross, Patrick Flynn, Kevin Bowyer, Adam Czajka

J5 Fingerprint Spoof Detector

Generalization, IEEE TIFS

Tarang Chugh, Anil Jain

J6 Issues Related to Face Recognition

Accuracy Varying Based on Race and

Skin Tone, IEEE TTS

K. S. Krishnapriya, Vítor Albiero, Kushal Vangara,

Michael C. King, Kevin W. Bowyer

J7 3D-FLARE: A touchless full-3D

fingerprint recognition system based on

laser sensing, IEEE Access

Javier Galbally, Laurent Beslay, Gunnar Bostrom

Short Oral Papers

Focus: Face

S1 Is Face Recognition Safe from

Realizable Attacks?

Sanjay Saha (NUS); Terence Sim (NUS)

S2 FGAN: Fan-Shaped GAN for Racial

Transformation

Ge Jiancheng (Beijing University of Posts and

Telecommunications); Weihong Deng (Beijing

University of Posts and Telecommunications); Mei

Wang (Beijing University of Posts and

Telecommunications); Jiani Hu (Beijing University of

Posts and Telecommunications)

S3 Specular- and Diffuse-reflection-based

Face Spoofing Detection for Mobile

Devices

Akinori F Ebihara (NEC Biometrics Research

Laboratories); Kazuyuki Sakurai (NEC Biometrics

Research Laboratories); Hitoshi Imaoka (NEC

Corporation)

Page 4: Detailed Program - ieee-biometrics.orgPresenters: Yaojie Liu, Xiaoming Liu . Tuesday, Sept. 29 2020 Tuesday, September 29th 2020 ... Shiqi Yu*, Yasushi Makihara, Xinhui Wu, Chi Xu,

Tuesday, Sept. 29 2020

S4 How Does Gender Balance In Training

Data Affect Face Recognition Accuracy?

Vítor Albiero (University of Notre Dame); Kai Zhang

(Universify of Notre Dame); Kevin Bowyer (University

of Notre Dame)

S5 Face Quality Estimation and Its

Correlation to Demographic and Non-

Demographic Bias in Face Recognition

Philipp Terhörst (Fraunhofer Institute for Computer

Graphics Research IGD); Jan Kolf (TU Darmstadt);

Naser Damer (Fraunhofer IGD); Florian Kirchbuchner

( Fraunhofer Institute for Computer Graphics

Research IGD); Arjan Kuijper (Fraunhofer Institute for

Computer Graphics Research IGD and Mathematical

and Applied Visual Computing group, TU Darmstadt)

S6 Facial landmark detection on thermal

data via fully annotated visible-to-

thermal data synthesis

Khawla Mallat (EURECOM); Jean-Luc Dugelay

(EURECOM, Campus SophiaTech)

S7 Leveraging Auxiliary Tasks for Height

and Weight Estimation by Multi Task

Learning

Dan Han (Institute Of Computing Technology,

Chinese Academy Of Sciences); Jie Zhang (ICT, CAS);

Shiguang Shan (Institute of Computing Technology,

Chinese Academy of Sciences)

S8 Sensitivity of Age Estimation Systems to

Demographic Factors and

ImageQuality: Achievements and

Challenges

Ali Akbari (University of Surrey); Muhammad Awais

(University of Surrey); Josef Kittler (University of

Surrey, UK)

S9 Backdooring Convolutional Neural

Networks via Targeted Weight

Perturbations

Jacob Dumford (University of Notre Dame); Walter

Scheirer (University of Notre Dame)

S10 Face Recognition Oak Ridge (FaRO): A

Framework for Distributed and

ScalableBiometrics Applications

Joel R Brogan (Oak Ridge National Laboratory); David

Cornett (Oak Ridge National Laboratory); David

Bolme (Oak Ridge National Labs); Nisha Srinivas

(UNCW)

S11 DBLFace: Domain-Based Labels for NIR-

VIS Heterogeneous Face Recognition

Ha A Le (University of Houston); Ioannis Kakadiaris

(University of Houston)

S12 Unconstrained Face Identification using

Ensembles trained on Clustered Data

Rafael Henrique Vareto (Universidade Federal de

Minas Gerais); William R Schwartz (Federal

University of Minas Gerais)

S13 Mobile Twin Recognition Vitaly Gnatyuk (Samsung Research Russia); Alena

Moskalenko (MIPT)

S14 Finding the Suitable Doppelgänger for a

Face Morphing Attack

Alexander Röttcher (Ruhr-Universität Bochum);

Ulrich Scherhag (Hochschule Darmstadt); Christoph

Busch (Norwegian University of Science and

Technology)

S15 All-in-one 'HairNet': A Deep Neural

Model for Joint Hair Segmentation and

Characterization

Diana Borza (Babes Bolyai University, Cluj-Napoca);

Ehsan Yaghoubi (University of Beira Interior,

Page 5: Detailed Program - ieee-biometrics.orgPresenters: Yaojie Liu, Xiaoming Liu . Tuesday, Sept. 29 2020 Tuesday, September 29th 2020 ... Shiqi Yu*, Yasushi Makihara, Xinhui Wu, Chi Xu,

Tuesday, Sept. 29 2020

Covilha); João Neves (Tomiworld); Hugo Proenca (U-

Beira Interior)

S16 AdvFaces: Adversarial Face Synthesis Debayan Deb (Michigan State University); Jianbang

Zhang (Lenovo); Anil Jain (Michigan State University)

S17 Feature map masking based single-

stage face detection

Xi Zhang (Shenzhen University); Junliang Chen

(Shenzhen University); Weicheng Xie (Shenzhen

University); Linlin Shen (Shenzhen University)

S18 Domain Private and Agnostic Feature

for Modality Adaptive Face Recognition

Yingguo Xu ( Chongqing University); Lei Zhang

(Chongqing University); Qingyan Duan (Chongqing

University)

S19 Pixel Sampling for Style Preserving Face

Pose Editing

Xiangnan YIN (Ecole Cenrale de Lyon); Di Huang

(Beihang University, China); Hongyu Yang (Beihang

University); Zehua Fu (Ecole Centrale de Lyon);

Yunhong Wang (State Key Laboratory of Virtual

Reality Technology and System, Beihang University,

Beijing 100191, China); Liming Chen (Ecole Centrale

de Lyon)

S20 Cross-Domain Identification for

Thermal-to-Visible Face Recognition

Cedric A Nimpa Fondje (University of Nebraska-

Lincoln); Shuowen (Sean) Hu (ARL); Nathan Short

(Booz allen Hamilton); Benjamin Riggan (University of

Nebraska-Lincoln)

Demos

D1 Large scale kinship verification M. BENGHERABI Messaoud (CDTA), NAIDJI Mohamed

(University of Algiers 1) Rami, KEBBAB Walid

(University of Algiers 1)

9:00-9:10 Opening, General Chairs and Program Chairs

9:10-10:10 Keynote Talk 1

Session Chair: Ioannis A. Kakadiaris

Title: Detecting Deep Fake Videos Speaker: Hany Farid

10:10-10:30 Break

10:30-11:30 Keynote Talk 2

Session Chair: Nalini Ratha and Mayank Vatsa

Page 6: Detailed Program - ieee-biometrics.orgPresenters: Yaojie Liu, Xiaoming Liu . Tuesday, Sept. 29 2020 Tuesday, September 29th 2020 ... Shiqi Yu*, Yasushi Makihara, Xinhui Wu, Chi Xu,

Tuesday, Sept. 29 2020

Title: A Proactive Approach to Media

Authenticity

Speaker: Nasir Memon

11:30-12:30 Keynote Talk 3

Session Chairs: Vitomir Štruc and Rama Chellappa

Title: Face swapping and manipulation:

Past, Present, and Future

Speaker: Tal Hassner

12:30-13:00 Lunch Break

13:00-13:45 Oral Session 1 (Face)

Session Chairs: Jonathon Philips and Stephanie Schuckers

O1 PF-cpGAN: Profile to Frontal Coupled

GAN for Face Recognition in the Wild

Fariborz Taherkhani (West Virginia University); Veeru

Talreja (West Virginia University); Jeremy Dawson

(West Virginia University); Matthew Valenti (West

Virginia University); Nasser Nasrabadi (West Virginia

University)

O2 Identity Document to Selfie Face

Matching Across Adolescence

Vítor Albiero (University of Notre Dame); Nisha

Srinivas (UNCW); Esteban Villalobos (Universidad

Catolica de Chile); Jorge Perez-Facuse (Universidad

Catolica de Chile); Roberto Rosenthal (BiometryPass);

Kevin Bowyer (University of Notre Dame); Karl

Ricanek (University of North Carolina Wilmington);

Domingo Mery (Universidad Catolica de Chile)

O3 Beyond Identity: What Information Is

Stored in Biometric Face Templates?

Philipp Terhörst (Fraunhofer Institute for Computer

Graphics Research IGD); Daniel Fährmann

(Fraunhofer Institute for Computer Graphics

Research IGD); Naser Damer (Fraunhofer IGD);

Florian Kirchbuchner ( Fraunhofer Institute for

Computer Graphics Research IGD); Arjan Kuijper

(Fraunhofer Institute for Computer Graphics

Research IGD and Mathematical and Applied Visual

Computing group, TU Darmstadt)

O4 An Assessment of GANs for Identity-

related Applications

Richard T Marriott (Ecole Centrale de Lyon); Safa

Madiouni (IDEMIA); Sami Romdhani (IDEMIA);

Stéphane Gentric (IDEMIA); Liming Chen (Ecole

Centrale de Lyon)

O5 Modeling Score Distributions and

Continuous Covariates: A Bayesian

Approach

Mel McCurrie (Perceptive Automata); Hamish

Nicholson (Harvard); Walter Scheirer (University of

Page 7: Detailed Program - ieee-biometrics.orgPresenters: Yaojie Liu, Xiaoming Liu . Tuesday, Sept. 29 2020 Tuesday, September 29th 2020 ... Shiqi Yu*, Yasushi Makihara, Xinhui Wu, Chi Xu,

Tuesday, Sept. 29 2020

Notre Dame); Samuel Anthony (Perceptive

Automata)

O6 Is Warping-based Cancellable

Biometrics (still) Sensible for Face

Recognition ?

Simon Kirchgasser (University of Salzburg); Andreas

Uhl (University of Salzburg); Yoanna Martínez Díaz

(Advanced Technologies Application Center,

CENATAV); Heydi Mendez-Vazquez (CENATAV)

O7 Long-Term Face Tracking for Crowded

Video-Surveillance Scenarios

German Barquero (Universitat de Barcelona); Carles

Fernández Tena (Herta Security); Isabelle Hupont

(Herta Security)

O8 Occlusion-Adaptive Deep Network for

Robust Facial Expression Recognition

Hui Ding (University of Maryland, College Park); Peng

Zhou (University of Maryland); Rama Chellappa

(University of Maryland)

13:45-14:30 Special Session on Previously Published Journal Papers,

Session Chairs: Arun Ross and Yasushi Makihara

J1 Performance Evaluation of Model-

based Gait on Multi-view Very Large

Population Database with Pose

Sequences, IEEE TBIOM

Weizhi An, Shiqi Yu, Yasushi Makihara, Xinhui Wu,

Chi Xu, Yang Yu, Rijun Liao, Yasushi Yagi

J2 Robust Iris Presentation Attack

Detection Fusing 2D and 3D

Information, IEEE TIFS

Zhaoyuan Fang, Adam Czajka, Kevin Bowyer

J3 Learning a Fixed-Length Fingerprint

Representation, IEEE TPAMI

Joshua Engelsma, Kai Cao, Anil Jain

J4 Post-Mortem Iris RecognitionA Survey

and Assessment of the State of the Art,

IEEE Access

Aidan Boyd, Shivangi Yadav, Thomas Swearingen,

Andrey Kuehlkamp, Mateusz Trokielewicz, Eric

Benjamin, Piotr Maciejewicz, Dennis Chute, Arun

Ross, Patrick Flynn, Kevin Bowyer, Adam Czjaka

J5 Fingerprint Spoof Detector

Generalization, IEEE TIFS

Tarang Chugh, Anil Jain

J6 Issues Related to Face Recognition

Accuracy Varying Based on Race and

Skin Tone, IEEE TTS

K. S. Krishnapriya, Vítor Albiero, Kushal Vangara,

Michael C. King, Kevin W. Bowyer

J7 3D-FLARE: A touchless full-3D

fingerprint recognition system based on

laser sensing, IEEE Access

Javier Galbally, Laurent Beslay, Gunnar Bostrom

Page 8: Detailed Program - ieee-biometrics.orgPresenters: Yaojie Liu, Xiaoming Liu . Tuesday, Sept. 29 2020 Tuesday, September 29th 2020 ... Shiqi Yu*, Yasushi Makihara, Xinhui Wu, Chi Xu,

Wednesday, Sept. 30 2020

Wednesday, September 30th 2020

8:00-9:00 Virtual Rooms Session 2

Oral papers (From Oral session 2)

Focus: Gait, pedestrian detection (O9-O12), Fingerprint, hand, finger (O13-O17)

No. Paper title Authors

O9 Your Tattletale Gait Sanka Rasnayaka (National University of Singapore);

Terence Sim (NUS)

O10 How Confident Are You in Your

Estimate of a Human Age?

Uncertainty-aware Gait-based Age

Estimation by Label Distribution

Learning

Atsuya Sakata (Osaka University); Yasushi Makihara

("""Osaka University, Japan"""); Noriko Takemura

(Osaka University); Daigo Muramatsu (Seikei

University); Prof. Yasushi Yagi (Osaka University)

O11 Dense-View GEIs Set: View Space

Covering for Gait Recognition based

on Dense-View GAN

Rijun Liao (University of Missouri-Kansas City); weizhi

an (UTA); Shiqi Yu (Southern University of Science and

Technology, China); Zhu Li (university of missouri-

kansas city); Yongzhen Huang (Institute of

Automation,Chinese Academy of Sciences)

O12 DVRNet: Decoupled Visible Region

Network for Pedestrian Detection

Lei Shi (University of Houston); Charles M Livermore

(University of Houston); Ioannis Kakadiaris (University

of Houston)

O13 Distinctive Feature Representation for

Contactless 3D Hand Biometrics using

Surface Normal Directions

Kevin H. M. Cheng (The Hong Kong Polytechnic

University); Ajay Kumar (The Hong Kong Polytechnic

University)

O14 Clustered Dynamic Graph CNN for

Biometric 3D Hand Shape Recognition

Jan Svoboda (NNAISENSE); Pietro Astolfi (University of

Trento); Davide Boscaini (Fondazione Bruno Kessler);

Jonathan Masci (NNAISENSE); Michael Bronstein

(Imperial College / Twitter)

O15 Inverse Biometrics: Reconstructing

Grayscale Finger Vein Images from

Binary Features

Christof Kauba (University of Salzburg); Simon

Kirchgasser (University of Salzburg); Vahid Mirjalili

(Michigan State University); Arun Ross (Michigan

State University); Andreas Uhl (University of Salzburg)

O16 Partial Fingerprint Verification via

Spatial Transformer Networks

Zhiyuan He (Zhejiang University); Eryun Liu (Zhejiang

University); Zhiyu Xiang (Zhejiang University)

O17 A Brief Literature Review and Survey

of Adult Perceptions on Biometric

Recognition for Infants and Toddlers

Tempestt Neal (USF); Ashokkumar Patel (Florida

Polytechnic University)

Short Oral Papers

Focus: PAD, deepfakes, ocular, fingerprints

Page 9: Detailed Program - ieee-biometrics.orgPresenters: Yaojie Liu, Xiaoming Liu . Tuesday, Sept. 29 2020 Tuesday, September 29th 2020 ... Shiqi Yu*, Yasushi Makihara, Xinhui Wu, Chi Xu,

Wednesday, Sept. 30 2020

S21 How Do the Hearts of Deep Fakes

Beat? Deep Fake Source Detection via

Interpreting Residuals with Biological

Signals

Umur A Ciftci (State University of New York at

Binghamton); Ilke Demir (Intel); Lijun Yin (State

University of New York at Binghamton)

S22 Leveraging edges and optical flow on

faces for deepfake detection

Akash Chintha (Rochester Institute of Technology);

Aishwarya Rao (Rochester Institute of Technology);

Saniat Sohrawardi (Rochester Institute of

Technology); Kartavya M Bhatt (Rochester Institute of

Technology); Matthew Wright (Rochester Institute of

Technology); Raymond Ptucha (Rochester Institute of

Technology)

S23 3DPC-Net: 3D Point Cloud Network for

Face Anti-spoofing

Xuan Li (Beijing Jiaotong University); Jun Wan (NLPR,

CASIA); Yi Jin (Beijing JiaoTong University); Ajian Liu

(MUST); Guodong Guo (Baidu); Stan Z. Li (Westlake

University)

S24 Fingerprint Spoof Detection: Temporal

Analysis of Image Sequence

Tarang Chugh (Michigan State University); Anil Jain

(Michigan State University)

S25 On the Influence of Ageing on Face

Morph Attacks: Vulnerability and

Detection

Sushma Venkatesh (NTNU); Kiran Raja (NTNU);

Raghavendra Ramachandra (NTNU, Norway);

Christoph Busch (Norwegian University of Science and

Technology)

S26 Anomaly Detection-Based Unknown

Face Presentation Attack Detection

Yashasvi Baweja (Johns Hopkins University); Poojan B

Oza (Johns Hopkins University); Pramuditha Perera

(Johns Hopkins University); Vishal Patel (Johns

Hopkins University)

S27 Micro Stripes Analyses for Iris

Presentation Attack Detection

Meiling Fang (Fraunhofer Institute for Computer

Graphics Research IGD); Naser Damer (Fraunhofer

IGD); Florian Kirchbuchner ( Fraunhofer Institute for

Computer Graphics Research IGD); Arjan Kuijper

(Fraunhofer Institute for Computer Graphics Research

IGD and Mathematical and Applied Visual Computing

group, TU Darmstadt)

S28 Learning to Learn Face-PAD: a lifelong

learning approach

Daniel Pérez-Cabo (Gradiant); David Jiménez-Cabello

(Gradiant); Artur Costa-Pazo (Gradiant); Roberto

Javier Lopez-Sastre (University of Alcala)

S29 Spoof-Proof Biometric Identification

using Micro-Movements of the Eyes

Silvia Makowski (University of Potsdam); Lena A. Jäger

(University of Potsdam); Paul Prasse (University of

Potsdam); Tobias Scheffer (University of Potsdam)

S30 Characterizing Light-Adapted Pupil

Size in the NIR Spectrum

A D Clark (LPS); Thirimachos Bourlai (West Virginia

University)

Page 10: Detailed Program - ieee-biometrics.orgPresenters: Yaojie Liu, Xiaoming Liu . Tuesday, Sept. 29 2020 Tuesday, September 29th 2020 ... Shiqi Yu*, Yasushi Makihara, Xinhui Wu, Chi Xu,

Wednesday, Sept. 30 2020

S31 Analysis of Dilation in Children and its

Impact on Iris Recognition

Priyanka Das (Clarkson University); Stephanie

Schuckers (Clarkson University); Laura Holsopple

(Clarkson University)

S32 IHashNet: Iris Hashing Network based

on efficient multi-index hashing

Avantika Singh (IIT Mandi); Pratyush Gaurav (Indian

Institiute of Technology, Mandi); Chirag Vashist

(Indian Institute of Technology, Mandi); Aditya Nigam

(IIT mandi); Rameshwar Pratap Yadav (IIT Mandi)

S33 Cross-Spectral Iris Matching Using

Coupled cGAN

Moktari Mostofa (West Virginia University); Fariborz

Taherkhani (West Virginia University); Jeremy Dawson

(West Virginia University); Nasser Nasrabadi (West

Virginia University)

S34 On Benchmarking Iris Recognition

within a Head-mounted Display for

AR/VR Applications

Fadi Boutros (Fraunhofer IGD); Naser Damer

(Fraunhofer IGD); Kiran Raja (NTNU); Raghavendra

Ramachandra (NTNU, Norway); Florian Kirchbuchner (

Fraunhofer Institute for Computer Graphics Research

IGD); Arjan Kuijper (Fraunhofer Institute for Computer

Graphics Research IGD and Mathematical and Applied

Visual Computing group, TU Darmstadt)

S35 Resist : Reconstruction of irises from

templates

Sohaib Ahmad (University of Connecticut); Benjamin

Fuller (University of Connecticut)

S36 3D Iris Recognition using Spin Images Daniel Benalcazar (Universidad de Chile); Daniel

Montecino (Universidad de Chile); Jorge Zambrano

(Universidad de Chile); Claudio A Perez (Universidad

de Chile); Kevin Bowyer (University of Notre Dame)

S37 Fingerprint Presentation Attack

Detection: A Sensor and Material

Agnostic Approach

Steven A Grosz (Michigan State University); Tarang

Chugh (Michigan State University); Anil Jain (Michigan

State University)

S39 Fingerprint Synthesis: Search with 100

Million Prints

Vishesh S Mistry (Michigan State University); Joshua

Engelsma (Michigan State University); Anil Jain

(Michigan State University)

S40 Fingerprint Feature Extraction by

Combining Texture, Minutiae, and

Frequency Spectrum Using Multi-Task

CNN

Ai Takahashi (Tohoku University); Yoshinori Koda (NEC

Corporation); Koichi Ito (Tohoku University); Takafumi

Aoki (Tohoku University)

Demos

D2 Dashcam pay Sunpreet S. Arora (Visa Research)

9:00-9:50 Oral session 2 (Gait, pedestrian detection (O9-O12), Fingerprint, hand, finger (O13-O17))

Session Chair: Shishir Shah

Page 11: Detailed Program - ieee-biometrics.orgPresenters: Yaojie Liu, Xiaoming Liu . Tuesday, Sept. 29 2020 Tuesday, September 29th 2020 ... Shiqi Yu*, Yasushi Makihara, Xinhui Wu, Chi Xu,

Wednesday, Sept. 30 2020

O9 Your Tattletale Gait Sanka Rasnayaka (National University of Singapore);

Terence Sim (NUS)

O10 How Confident Are You in Your

Estimate of a Human Age?

Uncertainty-aware Gait-based Age

Estimation by Label Distribution

Learning

Atsuya Sakata (Osaka University); Yasushi Makihara

("""Osaka University, Japan"""); Noriko Takemura

(Osaka University); Daigo Muramatsu (Seikei

University); Prof. Yasushi Yagi (Osaka University)

O11 Dense-View GEIs Set: View Space

Covering for Gait Recognition based

on Dense-View GAN

Rijun Liao (University of Missouri-Kansas City); weizhi

an (UTA); Shiqi Yu (Southern University of Science and

Technology, China); Zhu Li (university of missouri-

kansas city); Yongzhen Huang (Institute of

Automation,Chinese Academy of Sciences)

O12 DVRNet: Decoupled Visible Region

Network for Pedestrian Detection

Lei Shi (University of Houston); Charles M Livermore

(University of Houston); Ioannis Kakadiaris (University

of Houston)

O13 Distinctive Feature Representation for

Contactless 3D Hand Biometrics using

Surface Normal Directions

Kevin H. M. Cheng (The Hong Kong Polytechnic

University); Ajay Kumar (The Hong Kong Polytechnic

University)

O14 Clustered Dynamic Graph CNN for

Biometric 3D Hand Shape Recognition

Jan Svoboda (NNAISENSE); Pietro Astolfi (University of

Trento); Davide Boscaini (Fondazione Bruno Kessler);

Jonathan Masci (NNAISENSE); Michael Bronstein

(Imperial College / Twitter)

O15 Inverse Biometrics: Reconstructing

Grayscale Finger Vein Images from

Binary Features

Christof Kauba (University of Salzburg); Simon

Kirchgasser (University of Salzburg); Vahid Mirjalili

(Michigan State University); Arun Ross (Michigan

State University); Andreas Uhl (University of Salzburg)

O16 Partial Fingerprint Verification via

Spatial Transformer Networks

Zhiyuan He (Zhejiang University); Eryun Liu (Zhejiang

University); Zhiyu Xiang (Zhejiang University)

O17 A Brief Literature Review and Survey

of Adult Perceptions on Biometric

Recognition for Infants and Toddlers

Tempestt Neal (USF); Ashokkumar Patel (Florida

Polytechnic University)

9:50-10:00 Break

10:00-11:00 Keynote Talk 4

Session Chair: Ioannis A. Kakadiaris

Title: Voice of the Customer:

Challenges and Opportunities

Speaker: Mark Morse

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Wednesday, Sept. 30 2020

11:00-12:00 Keynote Talk 5

Session Chair: Ioannis A. Kakadiaris

Title: Will be announced at the session Speaker: Surprise Speaker

12:00-12:30 Lunch Break

12:30-13:30 Panel 1 (Industry)

Moderators: Nicholas Evans, France and Kuntal Sengupta

Title: The impacts of privacy

legislation upon the biometrics sector

Panelists: Vishwath Mohan, Android Biometrics

Security Lead, USA; Jeff Lee, VP/Fellow, Biometrics,

Cypress Semiconductor Corp., An Infineon

Technologies Company; Thomas Zerdick, LL.M., Head

of Technology and Privacy Unit, European Data

Protection Supervisor; Catherine Jasserand, KU

Leuven, Belgium; Andreas Nautsch, EURECOM, France

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Thursday, Oct. 1 2020

Thursday, October 1st 2020

8:00-9:00 Virtual Rooms Session 3

Oral papers (From Oral session 3)

Focus: Iris (O9-O21), PAD, privacy, security (O22-O25)

O18 All-in-Focus Iris Camera With a Great

Capture Volume

Kunbo Zhang (Institute of Automation, Chinese

Academy of Sciences); Zhenteng Shen (Tianjin

Academy for Intelligent Recognition Technologies);

Yunlong Wang (Center for Research on Intelligent

Perception and Computing (CRIPAC) National

Laboratory of Pattern Recognition (NLPR) Institute of

Automation, Chinese Academy of Sciences (CASIA) );

Zhenan Sun (Chinese of Academy of Sciences)

O19 Recognition Oriented Iris Image Qualit

y Assessment in the Feature Space

Leyuan Wang (CASIA); Kunbo Zhang (Institute of

Automation, Chinese Academy of Sciences); Min Ren

(Center for Research on Intelligent Perception and

Computing (CRIPAC), Institute of Automation, Chinese

Academy of Sciences (CASIA), University of Chinese

Academy of Sciences(UCAS)); Yunlong Wang (Center

for Research on Intelligent Perception and Computing

(CRIPAC) National Laboratory of Pattern Recognition

(NLPR) Institute of Automation, Chinese Academy of

Sciences (CASIA) ); Zhenan Sun (Chinese of Academy

of Sciences)

O20 Open Source Iris Recognition

Hardware and Software with

Presentation Attack Detection

Zhaoyuan Fang (University of Notre Dame); Adam

Czajka (University of Notre Dame)

O21 Are Gabor Kernels Optimal for Iris

Recognition?

Aidan Boyd (University of Notre Dame); Adam Czajka

(University of Notre Dame); Kevin Bowyer (University

of Notre Dame)

O22 D-NetPAD: An Explainable and

Interpretable Iris Presentation Attack

Detector

Renu Sharma (Michigan State University); Arun Ross

(Michigan State University)

O23 Analysing the Performance of LSTMs

and CNNs for Fingerprint Presentation

Attack Detection

Jascha Kolberg (Hochschule Darmstadt); Alexandru-

Cosmin Vasile (Technical University of Denmark);

Marta Gomez-Barrero (Hochschule Ansbach);

Christoph Busch (Hochschule Darmstadt)

O24 Generating Master Faces for Use in

Performing Wolf Attacks on Face

Recognition Systems

Huy Nguyen (SOKENDAI); Junichi Yamagishi (National

Institute of Informatics); Isao Echizen (National

Institute of Informatics); Sebastien Marcel (Idiap

Research Institute)

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Thursday, Oct. 1 2020

O25 Touch Behavior Based Age Estimation

Toward Enhancing Child Safety

Md S Hossain (Southern Connecticut State University);

Carl Haberfeld (Southern Connecticut State University)

Short Oral Papers

Focus: PAD, deepfakes, ocular, fingerprints

S38 White-Box Evaluation of Fingerprint

Matchers: Robustness to Minutiae

Perturbations

Steven A Grosz (Michigan State University); Anil Jain

(Michigan State University); Joshua J Engelsma

(Michigan State University); Nick Paulter (National

Institute of Standards and Technology (NIST))

S41 Cross-Spectral Periocular Recognition

with Conditional Adversarial Networks

Kevin Hernandez-Diaz (Halmstad University);

Fernando Alonso-Fernandez (Halmstad University);

Josef Bigun (Halmstad University, Sweden)

S42 FEBA –An Anatomy Based Finger Vein

Classification

Arya Krishnan (IIITMK); Gayathri Nayar (IIITMK ); Ake

Nystrom (Stavenger University Hospital); TONY

THOMAS (IIITM)

S43 De-biasing Existing Classification

Models Using Diversity Blocks

Shruti Nagpal (IIIT-Delhi); Maneet Singh (IIIT-Delhi,

India); Mayank Vatsa (IIT Jodhpur); Richa Singh (IIIT-

Delhi)

S44 Cross Modal Person Re-identification

with Visual-Textual Queries

Ammarah Farooq (University of Surrey); Muhammad

Awais (University of Surrey); Josef Kittler (University of

Surrey, UK); Ali Akbari (University of Surrey); Syed

Safwan Khalid (University of Surrey)

S45 Gender and Ethnicity Classification

based on Palmprint and Palmar Hand

Images from Uncontrolled

Environment

Wojciech M Matkowski (Nanyang Technological

University); Wai-Kin Adams Kong (Nanyang

Technological University)

S46 Iterative Weak/Self-Supervised

Learning Frameworks for Abnormal

Events Detection

Bruno Degardin (IT: Instituto de Telecomunicações);

Hugo Proenca (U-Beira Interior)

S47 DeformGait: Gait Recognition under

Posture Changes using Deformation

Patterns between Gait Feature Pairs

Chi Xu (Nanjing University of Science and Technology);

Daisuke Adachi (Osaka University); Yasushi Makihara

("""Osaka University, Japan"""); Prof. Yasushi Yagi

(Osaka University); Jianfeng Lu (Nanjing University of

Science and Technology)

S48 iLGaCo: Incremental Learning of Gait

Covariate Factors

Zihao Mu (Shenzhen University); Francisco M. Castro

(University of Málaga); Manuel J. Marín-Jiménez

(University of Córdoba); Nicolás Guil (University of

Málaga); Yanran Li (Shenzhen University); Shiqi Yu

(Southern University of Science and Technology,

China)

S49 Development of deep clustering

model to stratify occurrence risk of

Xuanchen Ji (Nagoya University); Yasuhiro Akiyama

(Nagoya University); Hisae Hayashi (Seijo University);

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Thursday, Oct. 1 2020

diabetic foot ulcers based on foot

pressure patterns and clinical indices

Yoji Yamada (Nagoya university); Shogo Okamoto

(Nagoya university)

S50 Swipe dynamics as a means of

authentication: results from a

Bayesian unsupervised approach

Parker Lamb (Callsign); Alexander Millar (Callsign);

Ramon Fuentes (Callsign); Ramon Fuentes (Callsign)

S51 Assessing the Quality of Swipe

Interactions for Mobile Biometric

Systems

Marco Santopietro (University of Kent); Ruben Vera-

Rodriguez (Universidad Autónoma de Madrid);

Richard M Guest ("University of Kent, Canterbury");

Aythami Morales (Universidad Autonoma de Madrid);

Alejandro Acien (Universidad Autonoma de Madrid)

S52 Baracca: a Multimodal Dataset for

Anthropometric Measurements in

Automotive

Stefano Pini (University of Modena and Reggio Emilia);

Andrea D'Eusanio (University of Modena and Reggio

Emilia); Guido Borghi (University of Bologna);

ROBERTO VEZZANI (University of Modena and Reggio

Emilia, Italy); Rita Cucchiara (Universita Di Modena E

Reggio Emilia)

S53 A Progressive Stack Face-based

Network for Detecting Diabetes

Mellitus and Breast Cancer

Jianhang Zhou (University of Macau); Qi Zhang

(University of Macau); Bob Zhang (Univerisity of

Macau)

S54 Using Deep Learning for Fusion of Eye

and Mouse Movement based User

Authentication

Yudong Liu (Western Washington University); Yusheng

Jiang (Western Washington University); John

Devenere (Western Washington University)

S55 LDM-DAGSVM: Learning Distance

Metric via DAG Support Vector

Machine for Ear Recognition

Ibrahim Omara (Huazhong University of Science and

Technology ); Guangzhi Ma (Huazhong University of

Science and Technology); Enmin Song (Huazhong

University of Science and Technology )

S56 TypeNet: Scaling up Keystroke

Biometrics

Alejandro Acien (Universidad Autonoma de Madrid);

John V Monaco (Naval Postgraduate School); Aythami

Morales (Universidad Autonoma de Madrid); Ruben

Vera-Rodriguez (Universidad Autónoma de Madrid);

Julian Fierrez (Universidad Autonoma de Madrid)

S57 A Metric Learning Approach to Eye

Movement Biometrics

Dillon J Lohr (Texas State University); Henry Griffith

(Michigan State University); Samantha Aziz (Texas

State University); Oleg Komogortsev (Michigan State

University)

S58 Gait Recognition Based on 3D

Skeleton Data and Graph

Convolutional Network

Mao Mengge (Xi'an JiaoTong University); Yonghong

Song (Xi'an JiaoTong University)

S59 SSBC 2020: Sclera Segmentation

Benchmarking Competition in the

Mobile Environment

Matej Vitek (University of Ljubljana, Faculty of

Computer and Information Science); ABHIJIT DAS (ISI);

Yann Pourcenoux (Grenoble Institute of Technology);

Alexandre Missler (École Nationale Supérieure de

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Thursday, Oct. 1 2020

l'Électronique et de ses Applications); Calvin Paumier

(École Nationale Supérieure de l'Électronique et de

ses Applications); Sumanta Das (University of

Engineering and Management); Ishita De Ghosh

(Barrackpore Tastraguru Surendranath College); Diego

R. Lucio (Federal University of Paraná (UFPR)); Luiz A

Zanlorensi (Federal University of Paraná (UFPR));

David Menotti (Federal University of Paraná); Fadi

Boutros (Fraunhofer IGD); Naser Damer (Fraunhofer

IGD); Jonas Henry Grebe (Fraunhofer IGD); Arjan

Kuijper (Fraunhofer Institute for Computer Graphics

Research IGD and Mathematical and Applied Visual

Computing group, TU Darmstadt); Junxing Hu (Chinese

Academy of Sciences); yong he (Hunan University of

Technology); Caiyong Wang (Center for Research on

Intelligent Perception and Computing, Institute of

Automation, Chinese Academy of Sciences); Hongda

Liu (Institute of Automation,Chinese Academy of

Sciences ); Yunlong Wang (Center for Research on

Intelligent Perception and Computing, Institute of

Automation, Chinese Academy of Sciences); Zhenan

Sun (Chinese of Academy of Sciences); Daile Osorio

(Darmstadt University of Applied Sciences); Christian

Rathgeb (Hochschule Darmstadt); Christoph Busch

(Hochschule Darmstadt); Juan Tapia Farias

(Universidad de Santiago); Andres Valenzuela (TOC

Biometrics); Georgios Zampoukis (Democritus

University of Thrace); Lazaros Tsochatzidis (

Democritus University of Thrace); Ioannis Pratikakis

(Democritus University of Thrace); sabari nathan

(Couger Inc); Suganya R (Thiagarajar College of

Engineering); Vineet Mehta (Indian Institute of

Technology Ropar); Abhinav Dhall (Monash

University); Kiran Raja (NTNU); Gourav Gupta (NTNU);

Jalil Nourmohammadi Khiarak ( Warsaw University of

Technology); Mohsen Akbari-Shahper (Tabriz

University); Farhang Jaryani (Arak University);

Meysam Asgari-Chenaghlu (Tabriz University); Ritesh

Vyas (Bennett University); Sristi Dakshit (Maulana

Abul Kalam University of Technology); Sagnik Dakshit

(University of Texas at Dallas); Peter Peer (University

of Ljubljana); Umapada Pal (Indian Statistical

Institute, Kolkata); Vitomir Struc (University of

Ljubljana)

S60 Iris Liveness Detection Competition

(LivDet-Iris) – The 2020 Edition

Priyanka Das (Clarkson University); Joseph McGrath

(Notre Dame University); Zhaoyuan Fang (Notre Dame

University); Aidan Boyd (University of Notre Dame);

Ganghee Jang (Clarkson University ); Amir

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Thursday, Oct. 1 2020

Mohammadi (Idiap research institute); Sandip

Purnapatra (Clarkson University); David A Yambay

(Clarkson University); Sebastien Marcel (Idiap

Research Institute); Mateusz Trokielwicz (Warsaw

University of Technology); Piotr Maciejewicz (Medical

University of Warsaw); Kevin Bowyer (University of

Notre Dame); Adam Czajka (University of Notre

Dame); Stephanie Schuckers (Clarkson University);

Juan Tapia Farias (Universidad de Santiago); Sebastian

Gonzalez (TOC ); Meiling Fang (Fraunhofer Institute

for Computer Graphics Research IGD); Naser Damer

(Fraunhofer IGD); Fadi Boutros (Fraunhofer IGD);

Arjan Kuijper (Fraunhofer Institute for Computer

Graphics Research IGD and Mathematical and Applied

Visual Computing group, TU Darmstadt); Renu Sharma

(Michigan State University); Cunjian Chen (Michigan

State University); Arun Ross (Michigan State

University)

Demos

D3 User Initiated Face Recognition Flow

that Holds No Data

Nezare Chafni (Trueface), Mosalam Ebrahimi

(Trueface)

9:00-9:45 Oral Session 3 (Iris (O9-O21), PAD, privacy, security (O22-O25))

Session Chairs: Adam Czajka and Walter Scheirer

O18 All-in-Focus Iris Camera With a Great

Capture Volume

Kunbo Zhang (Institute of Automation, Chinese

Academy of Sciences); Zhenteng Shen (Tianjin

Academy for Intelligent Recognition Technologies);

Yunlong Wang (Center for Research on Intelligent

Perception and Computing (CRIPAC) National

Laboratory of Pattern Recognition (NLPR) Institute of

Automation, Chinese Academy of Sciences (CASIA) );

Zhenan Sun (Chinese of Academy of Sciences)

O19 Recognition Oriented Iris Image Qualit

y Assessment in the Feature Space

Leyuan Wang (CASIA); Kunbo Zhang (Institute of

Automation, Chinese Academy of Sciences); Min Ren

(Center for Research on Intelligent Perception and

Computing (CRIPAC), Institute of Automation, Chinese

Academy of Sciences (CASIA), University of Chinese

Academy of Sciences(UCAS)); Yunlong Wang (Center

for Research on Intelligent Perception and Computing

(CRIPAC) National Laboratory of Pattern Recognition

(NLPR) Institute of Automation, Chinese Academy of

Sciences (CASIA) ); Zhenan Sun (Chinese of Academy

of Sciences)

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Thursday, Oct. 1 2020

O20 Open Source Iris Recognition

Hardware and Software with

Presentation Attack Detection

Zhaoyuan Fang (University of Notre Dame); Adam

Czajka (University of Notre Dame)

O21 Are Gabor Kernels Optimal for Iris

Recognition?

Aidan Boyd (University of Notre Dame); Adam Czajka

(University of Notre Dame); Kevin Bowyer (University

of Notre Dame)

O22 D-NetPAD: An Explainable and

Interpretable Iris Presentation Attack

Detector

Renu Sharma (Michigan State University); Arun Ross

(Michigan State University)

O23 Analysing the Performance of LSTMs

and CNNs for Fingerprint Presentation

Attack Detection

Jascha Kolberg (Hochschule Darmstadt); Alexandru-

Cosmin Vasile (Technical University of Denmark);

Marta Gomez-Barrero (Hochschule Ansbach);

Christoph Busch (Hochschule Darmstadt)

O24 Generating Master Faces for Use in

Performing Wolf Attacks on Face

Recognition Systems

Huy Nguyen (SOKENDAI); Junichi Yamagishi (National

Institute of Informatics); Isao Echizen (National

Institute of Informatics); Sebastien Marcel (Idiap

Research Institute)

O25 Touch Behavior Based Age Estimation

Toward Enhancing Child Safety

Md S Hossain (Southern Connecticut State University);

Carl Haberfeld (Southern Connecticut State University)

9:45-10:00 Break

10:00-10:30 Awards and Announcements

10:30 – 11:00 IEEE Biometrics Council 2019 Best Dissertation Award Talk

Session Chair: Council representative

Title: Will be announced at the session Speaker: Winner of the awards

11:00-12:00 NASA Talk

Session Chair: Ioannis A. Kakdiaris

Title: NASA’s Next Generation

Spacesuit, the Exploration EMU

(xEMU), for the Artemis Mission and

Beyond

Speaker: Chris Hansen (NASA – Johnson Space Center)

12:00-12:45 Lunch Break

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Thursday, Oct. 1 2020

12:45 – 14:15 Panel 2 (Government)

Moderators: Dr. Michael King, Dr. Shuowen (Sean) Hu

Title: Biometrics in Government: From

Research, Requirements, to Transition

Panelists: Mr. Chip Dever, PM DoD Biometrics, MAJ

Will Taylor, U.S. Army, Dr. Lars Ericson, IARPA, Dr.

Richard Vorder Bruegge, FBI

14:15 – 14:25 Closing