IJCB 2017 Accepted Papers


Oral Presentation

Paper ID Paper Title Author Names
39 Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces He Zhang Rutgers University ; Vishal Patel, Rutgers.University; Benjamin Riggan, US Army Research Laboratory; Shuowen (Sean) Hu, ARL
37 AFFACT - Alignment Free Facial Attribute Classification Technique Manuel Günther University of Colorado Colorado Springs; Andras Rozsa, University of Colorado Colorado Springs; Terrance Boult, University of Colorado Colorado Springs
47 Deep 3D Face Identification Donghyun kim USC; Matthias Hernandez, USC; Jongmoo Choi, USC; Gerard Medioni, USC
68 Location-Sensitive Sparse Representation of Deep Normal Patterns for Expression-robust 3D Face Recognition HUIBIN LI Xi'an Jiaotong University; JIAN SUN, XJTU; Zongben Xu, XJTU; Liming Chen, France
152 Demography-based Facial Retouching Detection using Subclass Supervised Sparse Autoencoder Aparna Bharati, University of Notre Dame; Mayank Vatsa IIIT-Delhi; Richa Singh, Indraprastha Institute of Information Technology (Delhi); Kevin Bowyer, University of Notre Dame; Xin Tong, University of Notre Dame
41 FingerNet: An Unified Deep Network for Fingerprint Minutiae Extraction Yao Tang, Peking University; Fei Gao, Peking University; Jufu Feng Peking University; Yuhang Liu, Peking University
59 Fingerprint Indexing Based on Pyramid Deep Convolutional Feature Dehua Song, Key Laboratory of Machine Perception (Ministry of Education) Department of Machine Intelligence School of Electronics Engineering and Computer Science Peking University, Beijing 100871, P.R.China; Jufu Feng Peking University
81 Fingerprint Pose Estimation Based on Faster R-CNN Jiahong Ouyang, Tsinghua University; Jianjiang Feng Tsinghua University; Jiwen Lu, Tsinghua University; Jie Zhou, Tsinghua University, China
137 Generative Convolutional Networks for Latent Fingerprint Reconstruction Jan Svoboda Università della Svizzera Italiana; Federico Monti, Università della Svizzera Italiana ; Michael Bronstein, Università della Svizzera Italiana
51 On the Feasibility of Creating Morphed Iris-Codes Christian Rathgeb Hochschule Darmstadt; Christoph Busch, TU Darmstadt
164 A Method for 3D Iris Reconstruction from Multiple 2D Near-Infrared Images Claudio Perez Universidad de Chile; Diego Bastias, Universidad de Chile; Kevin Bowyer, University of Notre Dame
114 Towards Pre-alignment of Near-infrared Iris Images Pawel Drozdowski Hochschule Darmstadt/NTNU; Christian Rathgeb, Hochschule Darmstadt; Heinz Hofbauer, University of Salzburg; Johannes Wagner, Hochschule Darmstadt; Christoph Busch, TU Darmstadt; Andreas Uhl, University of Salzburg
36 An Anomaly Detection Approach to Face Spoofing Detection: A New Formulation and Evaluation Protocol Shervin Rahimzadeh Arashloo Tarbiat Modares University; Josef Kittler, University of Surrey, UK
108 End-to-End Convolutional Neural Network-based Voice Presentation Attack Detection Hannah Muckenhirn Idiap Research Institute and Ecole Polytechnique Federale de Lausanne; Mathew Magimai.-Doss, Idiap Research Institute; Sebastien MARCEL, IDIAP
113 Fingerprint Presentation Attacks Detection based on the User-Specific Effect Luca Ghiani University of Cagliari; Gian Luca Marcialis, Italy; Fabio Roli, Italy
170 A Data Driven In-Air-Handwriting Biometric Authentication System Duo Lu Arizona State University; Kai Xu, Arizona State University; Dijiang Huang, Arizona State University
48 On the Vulnerability of ECG Verification to Online Presentation Attacks Nima Karimian University of Connecticut; Damon Woodard, University of Florida; Domenic Forte, University of Florida
62 Handwriting Watcher: A Mechanism for Smartwatch-Driven Handwriting Authentication Isaac Griswold Steiner Texas Tech University; Richard Matovu, Texas Tech University; Abdul Serwadda, Texas Tech University
169 Shared Dataset on Natural Human-Computer Interaction to Support Continuous Authentication Research Christopher Murphy, Clarkson University; Jiaju Huang, Clarkson University; Daqing Hou Clarkson University; Stephanie Schuckers, Clarkson University
179 DNA2FACE: An Approach to Correlating 3D Facial Structure and DNA Nisha Srinivas Oak Ridge National Labs; Aravind Mikkilineni, Oak Ridge National Labs; Ryan Tokola, Oak Ridge National Labs; Chris Boehnen, Oak Ridge National Labs; Intawat Nookaew, Oak Ridge National Labs; Michael Leuze, Oak Ridge National Labs
187 Multimodal Biometric Recognition for Toddlers and Pre-School Children Protichi Basak, IIIT-Delhi; Saurabh De, IIIT Delhi; Mallika Agarwal, Indraprastha Institute of Information Technology (IIIT-Delhi); Aakarsh Malhotra, IIIT-Delhi; Richa Singh, Indraprastha Institute of Information Technology (Delhi); Mayank Vatsa IIIT-Delhi


Poster Presentation

Paper ID Paper Title Author Names
1 FaceBoxes: A CPU Real-time Face Detector with High Accuracy Shifeng Zhang CBSR, NLPR, CASIA; Xiangyu Zhu, NLPR; Zhen Lei, NLPR, CASIA, China; Hailin Shi, NLPR; Xiaobo Wang, Center for Biometrics and Security Research & National Laboratory of Pattern Recognition Institute of Automation, Chinese Academy of Sciences; Stan Li, National Lab. of Pattern Recognition, China
6 KAZE Features via Fisher Vector Encoding for Offline Signature Verification Manabu Okawa Metropolitan Police Department
16 Risk Assessment in the Face-based Watchlist Screening in e-Borders Kenneth Lai University of Calgary; Svetlana Yanushkevich, University of Calgary; Vlad Shmerko, University of Calgary
17 Fingerprint Minutiae Extraction using Deep Learning Luke Darlow Council for Scientific and Industrial Research; Benjamin Rosman, Council for Scientific and Industrial Research
18 Optimizing Resources On Smartphone Gait Recognition Pablo Fernandez-Lopez Carlos III University of Madrid; Jorge Sanchez-Casanova, Carlos III University of Madrid; Paloma Tirado-Martin, Carlos III University of Madrid; Judith Liu-Jimenez, Carlos III University of Madrid
28 SREFI: Synthesis of Realistic Example Face Images Sandipan Banerjee University of Notre Dame; John Bernhard, FaceTec, Inc.; Walter Scheirer, University of Notre Dame; Kevin Bowyer, University of Notre Dame; Patrick Flynn, University of Notre Dame
30 Multi-Iris Indexing and Retrieval: Fusion Strategies for Bloom Filter-based Search Structures Pawel Drozdowski Hochschule Darmstadt/NTNU; Christian Rathgeb, Hochschule Darmstadt; Christoph Busch, TU Darmstadt
32 Feature Map Pooling for Cross-View Gait Recognition Based on Silhouette Sequence Images Qiang Chen, Beihang University, China; Yunhong Wang, State Key Laboratory of Virtual Reality Technology and System, Beihang University, Beijing 100191, China; Zheng Liu, Beihang University, China; Qingjie Liu State Key Laboratory of Virtual Reality Technology and System, Beihang University, Beijing 100191, China; Di Huang, Beihang University, China
34 Spoofing Analysis of Mobile Device Data as Behavioral Biometric Modalities Tempestt Neal University of Florida; Damon Woodard, University of Florida
35 Using Associative Classification to Authenticate Mobile Device Users Tempestt Neal University of Florida; Damon Woodard, University of Florida
45 Latent fingerprint minutia extraction using fully convolutional network Yao Tang, Peking University; Fei Gao, Peking University; Jufu Feng Peking University
46 2.5D Cascaded Regression for Robust Facial Landmark Detection Jinwen Xu Sichuan University; Qijun Zhao, Sichuan University; Xiaofeng Li, Sichuan University; Yang Wang, Sichuan University
52 Local Classifier Chains for Deep Face Recognition Lingfeng Zhang UNIVERSITY OF HOUSTON; Ioannis Kakadiaris, University of Houston
53 LOTS about Attacking Deep Features Andras Rozsa University of Colorado Colorado Springs; Manuel Günther, University of Colorado Colorado Springs; Terrance Boult, University of Colorado Colorado Springs
54 Continuous Authentication via Unlabeled Phone Movement Patterns Rajesh Kumar Syracuse University; Partha P. Kundu, Syracuse University; Diksha Shukla, Syracuse university; Vir Phoha, Syracuse, NY USA
57 Deep Expectation for Estimation of Fingerprint Orientation Fields Patrick Schuch Norwegian University of Science and Technology; Simon Schulz, Dermalog Identification Systems GmbH; Christoph Busch, Norwegian University of Science and Technology
58 Boosting Cross-Age Face Verification via Generative Age Normalization Grigory Antipov Orange Labs; Moez Baccouche, Orange Labs; Jean-Luc Dugelay, Eurecom, France
61 You Are How You Walk: Uncooperative MoCap Gait Identification for Video Surveillance with Incomplete and Noisy Data Michal Balazia Masaryk University, Faculty of Informatics; Petr Sojka, Masaryk University, Faculty of Informatics
65 Full 3D Touchless Fingerprint Recognition: Sensor, Database and Baseline Performance Javier Galbally, European Commission - DG Joint Research Centre; Gunnar Bostrom, European Commission - DG Joint Research Centre; Laurent Beslay, European Commission - DG Joint Research Centre
69 Learning Face Similarity for Re-identification from Real Surveillance Video: A Deep Metric Solution Pei Li University of Notre Dame; Patrick Flynn, University of Notre Dame; Domingo Mery, Universidad Catolica de Chile; Maria Loreto Prieto, Universidad Catolica de Chile
74 BiometricJammer: Preventing surreptitious fingerprint photography without inconveniencing users Tateo Ogane National Institute of Informatics; Isao Echizen, National Institute of Informatics
75 Deep Person Re-Identification with Improved Embedding Haibo Jin Institute of Automation, Chinese Academy of Sciences; Xiaobo Wang, Center for Biometrics and Security Research & National Laboratory of Pattern Recognition Institute of Automation, Chinese Academy of Sciences; Shengcai Liao, NLPR, Chinese Academy of Sciences, China; Stan Li, National Lab. of Pattern Recognition, China
83 Multi-Siamese Networks to Accurately Match Contactless to Contact-based Fingerprint Images Chenhao Lin, The Hong Kong Polytechnic University; Ajay Kumar The Hong Kong Polytechnic University
89 Tracking User Information Using Motion Data through Smartphones Aghil Esmaeili Kelishomi Xi'an jiaotong University; Aghil EsmaeiliKelishomi, Xi'an Jiaotong University
91 Identifying the Origin of Iris Images Based on Fusion of Local Image Descriptors and PRNU Based Techniques Christof Kauba University of Salzburg; Luca Debiasi, University of Salzburg; Andreas Uhl, University of Salzburg
94 Accuracy evaluation of handwritten signature verification: Rethinking the random-skilled forgeries dichotomy JAVIER GALBALLY EUROPEAN COMMISSION - JOINT RESEARCH CENTER; Marta Gomez-Barrero, Hochschule Darmstadt; Arun Ross, Michigan State University, USA
97 Score Normalization in Stratified Biometric Systems Sergey Tulyakov University at Buffalo; Nishant Sankaran, University at Buffalo; Srirangaraj Setlur, CEDAR, SUNY Buffalo; Venu Govindaraju, University at Buffalo, SUNY
99 Face Anti-Spoofing Using Patch and Depth-Based CNNs Yousef Atoum, Michigan State University; Amin Jourabloo, Michigan State University; Yaojie Liu, Michigan State University; Xiaoming Liu Michigan State University
103 Formulae for Consistent Biometric Score Level Fusion Jens Hube Aware, Inc
109 Multi-Dim: A Multi-Dimensional Face Database Towards the Application of 3D Technology in Real-World Scenarios Feng Liu Sichuan University; Jun Hu, Sichuan University; Jianwei Sun, Sichuan University; Qijun Zhao, Sichuan University; Yang Wang, Sichuan University
115 On the Guessability of Binary Biometric Templates: A Practical Guessing Entropy based Approach Guangcan Mai Hong Kong Baptist University; Meng-Hui Lim, SmartPeep; PongChi Yuen, Department of Computer Science, Hong Kong Baptist University
117 Finger Vein Image Retrieval via Affinity-Preserving K-means Hashing Kun Su, School of Computer Science and Technology, Shandong University; Gongping Yang School of Computer Science and Technology, Shandong University; Lu Yang, School of Computer Science and Technology, Shandong University of Finance and Economics; Yilong Yin, School of Computer Science and Technology, Shandong University
126 Deep Learning with Time-Frequency Representation for Pulse Estimation Gee-Sern Hsu National Taiwan University of Science and Technology; ArulMurugan Ambikapathi, Utechzone Co. Ltd.; Ming-Shiang Chen, National Taiwan University of Science and Technology
128 Cross-Pose Landmark Localization Using Multi-Dropout Framework Gee-Sern Hsu National Taiwan University of Science and Technology; Cheng-Hua Hsieh, National Taiwan University of Science and Technology
130 Deep Dense Multi-level Feature for Partial High-Resolution Fingerprint Matching Fandong Zhang Peking University; Shiyuan Xin, Peking University; Jufu Feng, Peking University
131 Liveness Detection on Touchless Fingerprint Devices Using Texture Descriptors and Artificial Neural Networks Cauê Zaghetto University of Brasilia; Mateus Mendelson da Silva, University of Brasília; Alexandre Zaghetto, University of Brasília; Flavio Vidal, University of Brasilia
135 Single 2D Pressure Footprint Based Person Identification Xinnian Wang, Dalian Maritime University; Huiyu Wang, Dalian Maritime University; Qi Cheng, Dalian Maritime University; Namusisi Linda Nankabirwa, Dalian Maritime University; Tao Zhang Liaoning Normal University
136 General Borda Count for Multi-biometric Retrieval Naser Damer Fraunhofer IGD; Philipp Terhörst, Fraunhofer Institute for Computer Graphics Research IGD and Physics Department, TU Darmstadt; Andreas Braun, Fraunhofer IGD; Arjan Kuijper, Fraunhofer Institute for Computer Graphics Research IGD and Mathematical and Applied Visual Computing group, TU Darmstadt
141 Fingerprint Indexing and Matching: An Integrated Approach Kai Cao Michigan state university; Anil Jain, Michigan State University
144 Evaluation of a 3D-aided Pose Invariant 2D Face Recognition System Xiang Xu University of Houston; Ha Le, University of Houston; Pengfei Dou, University of Houston; Yuhang Wu, University of Houston; Ioannis Kakadiaris, University of Houston
149 Subspace Selection to Suppress Confounding Source Domain Information in AAM Transfer Learning Azin Asgarian University of Toronto; Ahmed Bilal Ashraf, University Health Network; David Fleet, University of Toronto; Babak Taati, University Health Network
150 UniversityFaces: An Annotated Face Dataset for Training Deep Networks Ankan Bansal University of Maryland; Anirudh Nanduri, University of Maryland; Carlos Castillo, University of Maryland; Rajeev Ranjan, University of Maryland; Rama Chellappa, University of Maryland
154 Multi-View 3D Face Reconstruction with Deep Recurrent Neural Networks Pengfei Dou University of Houston; Ioannis Kakadiaris, University of Houston
159 Facial 3D model registration under occlusions with SensiblePoints-based reinforced hypothesis refinement Yuhang Wu, University of Houston; Ioannis Kakadiaris University of Houston
165 Iris and Periocular Recognition in Arabian Race Horses Using Deep Convolutional Neural Networks Mateusz Trokielewicz NASK; Mateusz Szadkowski, University of Life Sciences in Lublin
167 Repeatability and Reproducibility of Forensic Likelihood Ratio Methods when Sample Size Ratio Varies Xiaochen Zhu George Mason University; Larry Tang, George Mason University; Elham Tabassi, NIST, USA
172 Fast Multi-view Face Alignment via Multi-task Auto-encoders Qi Li CASIA; Zhenan Sun, Chinese of Academy of Sciences; Ran He, Institute of Automation, Chinese Academy of Sciences
174 Deep Features-based Expression-Invariant Tied Factor Analysis for Emotion Recognition Sarasi Munasinghe Queensland University of Technology (QUT); Clinton Fookes, Queensland University of Technology; Sridha Sridharan, QUT
175 Face Morphing Versus Face Averaging: Vulnerability and Detection Raghavendra Ramachandra NTNU, Norway; Kiran Raja, NTNU; Narayan Vetrekar, NTNU; Sushma Venkatesh, NTNU; Christoph Busch, Norwegian University of Science and Technology
176 Soft Biometric Privacy: Retaining Biometric Utility of Face Images while Perturbing Gender Vahid Mirjalili, Michigan State University; Arun Ross Michigan State University, USA
177 Unconstrained Visible Spectrum Textured Contact Lens Iris Database Daksha Yadav, West Virginia University; Naman Kohli, West Virginia University; Richa Singh, Indraprastha Institute of Information Technology (Delhi); Mayank Vatsa IIIT-Delhi; Afzel Noore, West Virginia University, USA
178 Fingerprint Spoof Detection Using Minutiae-based Local Patches Tarang Chugh Michigan State University; Kai Cao, Michigan state university; Anil Jain, Michigan State University
182 In Defense of Low-Level Structural Features and SVMs for Facial Attribute Classification: Application to Detection of Eye State, Mouth State, and Eyeglasses in the Wild Abdulaziz A. Alorf, Virginia Tech; A. Lynn Abbott, Virginia Tech
183 Extracting Sub-glottal and Supra-glottal Features from MFCC using Convolutional Neural Networks for Speaker Identification in Degraded Audio Signals Anurag Chowdhury Michigan State University; Arun Ross, Michigan State University, USA
184 Computing an Image Phylogeny Tree from Photometrically Modified Iris Images Sudipta Banerjee Michigan State University; Arun Ross, Michigan State University, USA
189 Towards Open-Set Face Recognition using Hashing Functions Rafael Vareto, Federal University of Minas Gerais; Samira Silva Federal University of Minas Gerais; Filipe Costa, Federal University of Minas Gerais; William Schwartz, Federal University of Minas Gerais
193 Continuous Heart Rate Measurement from Face: A Robust rPPG Approach with Distribution Learning Xuesong Niu, Institute of Computing Technology, CAS; Hu Han Institute of Computing Technology, CAS; shiguang Shan, Chinese Academy of Sciences; Xilin Chen, China
196 Robust Face Presentation Attack Detection On Smartphones : An Approach Based on Variable Focus Pankaj Wasnik, NTNU; Kiran Raja, NTNU; Raghavendra Ramachandra NTNU, Norway; Christoph Busch, Norwegian University of Science and Technology
197 SWAPPED! Digital Face Presentation Attack Detection via Weighted Local Magnitude Pattern Akshay Agarwal, IIIT Delhi; Mayank Vatsa, IIIT-Delhi; Richa Singh Indraprastha Institute of Information Technology (Delhi); Afzel Noore, West Virginia University, USA
201 Gender and Ethnicity Classification of Iris Images using Deep Class Encoder Maneet Singh, IIIT-Delhi, India; Shruti Nagpal, IIIT-Delhi; Richa Singh, Indraprastha Institute of Information Technology (Delhi); Mayank Vatsa IIIT-Delhi
202 Zero-Day Iris Presentation Attack via iDCGAN Naman Kohli, West Virginia University; Daksha Yadav, West Virginia University; Mayank Vatsa IIIT-Delhi; Richa Singh, Indraprastha Institute of Information Technology (Delhi); Afzel Noore, West Virginia University, USA
203 Periocular recognition in cross-spectral scenario Sushree Behera, IIT Indore; Mahesh Gour, IIT indore; Vivek Kanhangad IIT Indore; Niladri Puhan, IIT Bhubaneswar