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IJCB (ICB+BTAS) 2017: Denver, CO, USA
- 2017 IEEE International Joint Conference on Biometrics, IJCB 2017, Denver, CO, USA, October 1-4, 2017. IEEE 2017, ISBN 978-1-5386-1124-1
- Shifeng Zhang, Xiangyu Zhu
, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li:
FaceBoxes: A CPU real-time face detector with high accuracy. 1-9 - Manabu Okawa
:
KAZE features via fisher vector encoding for offline signature verification. 10-15 - Kenneth Lai
, Svetlana N. Yanushkevich
, Vlad P. Shmerko:
Risk assessment in the face-based watchlist screening in e-borders. 16-21 - Luke Nicholas Darlow, Benjamin Rosman
:
Fingerprint minutiae extraction using deep learning. 22-30 - Pablo Fernández López, Jorge Sanchez-Casanova
, Paloma Tirado-Martin
, Judith Liu-Jimenez:
Optimizing resources on smartphone gait recognition. 31-36 - Sandipan Banerjee, John S. Bernhard, Walter J. Scheirer, Kevin W. Bowyer
, Patrick J. Flynn:
SREFI: Synthesis of realistic example face images. 37-45 - Pawel Drozdowski, Christian Rathgeb, Christoph Busch
:
Multi-iris indexing and retrieval: Fusion strategies for bloom filter-based search structures. 46-53 - Qiang Chen
, Yunhong Wang, Zheng Liu, Qingjie Liu, Di Huang:
Feature map pooling for cross-view gait recognition based on silhouette sequence images. 54-61 - Tempestt J. Neal
, Damon L. Woodard:
Spoofing analysis of mobile device data as behavioral biometric modalities. 62-70 - Tempestt J. Neal
, Damon L. Woodard:
Using associative classification to authenticate mobile device users. 71-79 - Shervin Rahimzadeh Arashloo, Josef Kittler:
An anomaly detection approach to face spoofing detection: A new formulation and evaluation protocol. 80-89 - Manuel Günther
, Andras Rozsa, Terrance E. Boult:
AFFACT: Alignment-free facial attribute classification technique. 90-99 - He Zhang, Vishal M. Patel, Benjamin S. Riggan, Shuowen Hu:
Generative adversarial network-based synthesis of visible faces from polarimetrie thermal faces. 100-107 - Yao Tang, Fei Gao, Jufu Feng, Yuhang Liu
:
FingerNet: An unified deep network for fingerprint minutiae extraction. 108-116 - Yao Tang, Fei Gao, Jufu Feng:
Latent fingerprint minutia extraction using fully convolutional network. 117-123 - Jinwen Xu, Qijun Zhao, Xiaofeng Li, Yang Wang:
2.5D cascaded regression for robust facial landmark detection. 124-132 - Donghyun Kim, Matthias Hernandez, Jongmoo Choi, Gérard G. Medioni:
Deep 3D face identification. 133-142 - Nima Karimian, Damon L. Woodard, Domenic Forte
:
On the vulnerability of ECG verification to online presentation attacks. 143-151 - Christian Rathgeb, Christoph Busch
:
On the feasibility of creating morphed iris-codes. 152-157 - Lingfeng Zhang, Ioannis A. Kakadiaris
:
Local classifier chains for deep face recognition. 158-167 - Andras Rozsa, Manuel Günther
, Terrance E. Boult:
LOTS about attacking deep features. 168-176 - Rajesh Kumar
, Partha Pratim Kundu, Diksha Shukla, Vir V. Phoha
:
Continuous user authentication via unlabeled phone movement patterns. 177-184 - Patrick Schuch, Simon-Daniel Schulz, Christoph Busch
:
Deep expectation for estimation of fingerprint orientation fields. 185-190 - Grigory Antipov, Moez Baccouche, Jean-Luc Dugelay:
Boosting cross-age face verification via generative age normalization. 191-199 - Dehua Song, Jufu Feng:
Fingerprint indexing based on pyramid deep convolutional feature. 200-207 - Michal Balazia, Petr Sojka
:
You are how you walk: Uncooperative MoCap gait identification for video surveillance with incomplete and noisy data. 208-215 - Isaac Griswold-Steiner
, Richard Matovu, Abdul Serwadda:
Handwriting watcher: A mechanism for smartwatch-driven handwriting authentication. 216-224 - Javier Galbally
, Gunnar Boström, Laurent Beslay:
Full 3D touchless fingerprint recognition: Sensor, database and baseline performance. 225-233 - Huibin Li, Jian Sun, Liming Chen:
Location-sensitive sparse representation of deep normal patterns for expression-robust 3D face recognition. 234-242 - Pei Li, Maria Loreto Prieto, Patrick J. Flynn, Domingo Mery
:
Learning face similarity for re-identification from real surveillance video: A deep metric solution. 243-252 - Tateo Ogane, Isao Echizen:
Biometric Jammer: Preventing surreptitious fingerprint photography without inconveniencing users. 253-260 - Haibo Jin, Xiaobo Wang, Shengcai Liao
, Stan Z. Li:
Deep person re-identification with improved embedding and efficient training. 261-267 - Jiahong Ouyang, Jianjiang Feng, Jiwen Lu
, Zhenhua Guo, Jie Zhou:
Fingerprint pose estimation based on faster R-CNN. 268-276 - Chenhao Lin, Ajay Kumar:
Multi-Siamese networks to accurately match contactless to contact-based fingerprint images. 277-285 - Aghil Esmaeili Kelishomi, Zhongmin Cai, Mohammad Hossein Shayesteh:
Tracking user information using motion data through smartphones. 286-293 - Christof Kauba
, Luca Debiasi, Andreas Uhl:
Identifying the origin of Iris images based on fusion of local image descriptors and PRNU based techniques. 294-301 - Javier Galbally
, Marta Gomez-Barrero, Arun Ross:
Accuracy evaluation of handwritten signature verification: Rethinking the random-skilled forgeries dichotomy. 302-310 - Sergey Tulyakov, Nishant Sankaran, Srirangaraj Setlur
, Venu Govindaraju:
Score normalization in stratified biometric systems. 311-318 - Yousef Atoum, Yaojie Liu, Amin Jourabloo, Xiaoming Liu:
Face anti-spoofing using patch and depth-based CNNs. 319-328 - Jens Peter Hube:
Formulae for consistent biometric score level fusion. 329-334 - Hannah Muckenhirn, Mathew Magimai-Doss, Sébastien Marcel:
End-to-End convolutional neural network-based voice presentation attack detection. 335-341 - Feng Liu, Jun Hu, Jianwei Sun, Yang Wang, Qijun Zhao:
Multi-dim: A multi-dimensional face database towards the application of 3D technology in real-world scenarios. 342-351 - Luca Ghiani, Gian Luca Marcialis, Fabio Roli:
Fingerprint presentation attacks detection based on the user-specific effect. 352-358 - Pawel Drozdowski, Christian Rathgeb, Heinz Hofbauer, Johannes Wagner, Andreas Uhl, Christoph Busch
:
Towards pre-alignment of near-infrared iris images. 359-366 - Guangcan Mai
, Meng-Hui Lim, Pong C. Yuen:
On the guessability of binary biometric templates: A practical guessing entropy based approach. 367-374 - Kun Su, Gongping Yang
, Lu Yang, Yilong Yin:
Finger vein image retrieval via affinity-preserving K-means hashing. 375-382 - Gee-Sern Hsu, Arul-Murugan Ambikapathi, Ming-Shiang Chen:
Deep learning with time-frequency representation for pulse estimation from facial videos. 383-389 - Gee-Sern Hsu, Cheng-Hua Hsieh:
Cross-pose landmark localization using multi-dropout framework. 390-396 - Fandong Zhang, Shiyuan Xin, Jufu Feng:
Deep Dense Multi-level feature for partial high-resolution fingerprint matching. 397-405 - Caue Zaghetto, Mateus Mendelson, Alexandre Zaghetto, Flavio de Barros Vidal
:
Liveness detection on touchless fingerprint devices using texture descriptors and artificial neural networks. 406-412 - Xinnian Wang, Huiyu Wang, Qi Cheng, Namusisi Linda Nankabirwa, Tao Zhang
:
Single 2D pressure footprint based person identification. 413-419 - Naser Damer, Philipp Terhörst, Andreas Braun, Arjan Kuijper:
General borda count for multi-biometric retrieval. 420-428 - Jan Svoboda, Federico Monti, Michael M. Bronstein:
Generative convolutional networks for latent fingerprint reconstruction. 429-436 - Kai Cao, Anil K. Jain:
Fingerprint indexing and matching: An integrated approach. 437-445 - Xiang Xu, Ha A. Le, Pengfei Dou, Yuhang Wu, Ioannis A. Kakadiaris:
Evaluation of a 3D-aided pose invariant 2D face recognition system. 446-455 - Azin Asgarian, Ahmed Bilal Ashraf, David Fleet, Babak Taati:
Subspace selection to suppress confounding source domain information in AAM transfer learning. 456-463 - Ankan Bansal, Anirudh Nanduri, Carlos Domingo Castillo, Rajeev Ranjan, Rama Chellappa:
UMDFaces: An annotated face dataset for training deep networks. 464-473 - Aparna Bharati
, Mayank Vatsa
, Richa Singh
, Kevin W. Bowyer
, Xin Tong:
Demography-based facial retouching detection using subclass supervised sparse autoencoder. 474-482 - Pengfei Dou, Ioannis A. Kakadiaris
:
Multi-view 3D face reconstruction with deep recurrent neural networks. 483-492 - Yuhang Wu, Ioannis A. Kakadiaris
:
Facial 3D model registration under occlusions with sensiblepoints-based reinforced hypothesis refinement. 493-502 - Diego Bastias, Claudio A. Perez
, Daniel P. Benalcazar
, Kevin W. Bowyer
:
A method for 3D iris reconstruction from multiple 2D near-infrared images. 503-509 - Mateusz Trokielewicz
, Mateusz Szadkowski
:
Iris and periocular recognition in arabian race horses using deep convolutional neural networks. 510-516 - Xiaochen Zhu
, Larry Tang
, Elham Tabassi:
Repeatability and reproducibility of forensic likelihood ratio methods when sample size ratio varies. 517-524 - Christopher Murphy, Jiaju Huang, Daqing Hou, Stephanie Schuckers
:
Shared dataset on natural human-computer interaction to support continuous authentication research. 525-530 - Duo Lu, Kai Xu, Dijiang Huang
:
A data driven in-air-handwriting biometric authentication system. 531-537 - Qi Li, Zhenan Sun, Ran He:
Fast multi-view face alignment via multi-task auto-encoders. 538-545 - Sarasi Munasinghe, Clinton Fookes, Sridha Sridharan:
Deep features-based expression-invariant tied factor analysis for emotion recognition. 546-554 - Ramachandra Raghavendra
, Kiran B. Raja, Sushma Venkatesh, Christoph Busch
:
Face morphing versus face averaging: Vulnerability and detection. 555-563 - Vahid Mirjalili, Arun Ross:
Soft biometric privacy: Retaining biometric utility of face images while perturbing gender. 564-573 - Daksha Yadav, Naman Kohli, Mayank Vatsa
, Richa Singh
, Afzel Noore:
Unconstrained visible spectrum iris with textured contact lens variations: Database and benchmarking. 574-580 - Tarang Chugh, Kai Cao, Anil K. Jain:
Fingerprint spoof detection using minutiae-based local patches. 581-589 - Nisha Srinivas, Ryan Tokola, Aravind K. Mikkilineni, Intawat Nookaew, Michael R. Leuze, Christopher Boehnen:
DNA2FACE: An approach to correlating 3D facial structure and DNA. 590-598 - Abdulaziz Alorf, A. Lynn Abbott:
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. 599-607 - Anurag Chowdhury
, Arun Ross:
Extracting sub-glottal and Supra-glottal features from MFCC using convolutional neural networks for speaker identification in degraded audio signals. 608-617 - Sudipta Banerjee, Arun Ross:
Computing an image Phylogeny Tree from photometrically modified iris images. 618-626 - Pratichi Basak, Saurabh De, Mallika Agarwal, Aakarsh Malhotra
, Mayank Vatsa
, Richa Singh
:
Multimodal biometric recognition for toddlers and pre-school children. 627-633 - Rafael Henrique Vareto
, Samira Silva
, Filipe de Oliveira Costa, William Robson Schwartz
:
Towards open-set face recognition using hashing functions. 634-641 - Xuesong Niu, Hu Han
, Shiguang Shan
, Xilin Chen:
Continuous heart rate measurement from face: A robust rPPG approach with distribution learning. 642-650 - Kiran B. Raja, Pankaj Shivdayal Wasnik, Ramachandra Raghavendra
, Christoph Busch
:
Robust face presentation attack detection on smartphones : An approach based on variable focus. 651-658 - Akshay Agarwal
, Richa Singh
, Mayank Vatsa
, Afzel Noore:
SWAPPED! Digital face presentation attack detection via weighted local magnitude pattern. 659-665 - Maneet Singh, Shruti Nagpal, Mayank Vatsa
, Richa Singh
, Afzel Noore, Angshul Majumdar:
Gender and ethnicity classification of Iris images using deep class-encoder. 666-673 - Naman Kohli, Daksha Yadav, Mayank Vatsa
, Richa Singh
, Afzel Noore:
Synthetic iris presentation attack using iDCGAN. 674-680 - Sushree Sangeeta Behera, Mahesh Gour
, Vivek Kanhangad, Niladri B. Puhan:
Periocular recognition in cross-spectral scenario. 681-687 - Zinelabdine Boulkenafet, Jukka Komulainen
, Zahid Akhtar
, Azeddine Benlamoudi
, Djamel Samai
, Salah Eddine Bekhouche
, Abdelkrim Ouafi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Le Qin, Fei Peng, L. B. Zhang, Min Long, Shruti Bhilare, Vivek Kanhangad, Artur Costa-Pazo, Esteban Vázquez-Fernández
, Daniel Pérez-Cabo, J. J. Moreira-Perez, Daniel González-Jiménez, Amir Mohammadi
, Sushil Bhattacharjee, Sébastien Marcel, Svetlana Volkova
, Y. Tang, N. Abe, L. Li, X. Feng, Z. Xia, X. Jiang, S. Liu, Rui Shao, Pong C. Yuen, Waldir R. de Almeida, Fernanda A. Andaló
, Rafael Padilha, Gabriel Bertocco, William Dias, Jacques Wainer, Ricardo da Silva Torres, Anderson Rocha, Marcus A. Angeloni, Guilherme Folego, Alan Godoy, Abdenour Hadid:
A competition on generalized software-based face presentation attack detection in mobile scenarios. 688-696 - Manuel Günther
, Peiyun Hu, Christian Herrmann, Chi-Ho Chan, Min Jiang, Shufan Yang
, Akshay Raj Dhamija, Deva Ramanan
, Jürgen Beyerer, Josef Kittler, Mohamad Al Jazaery, Mohammad Iqbal Nouyed
, Guodong Guo, Cezary Stankiewicz, Terrance E. Boult:
Unconstrained Face Detection and Open-Set Face Recognition Challenge. 697-706 - Yi Zhang, Houjun Huang
, Haifeng Zhang, Liao Ni, Wei Xu, Nasir Uddin Ahmed, Md. Shakil Ahmed, Yilun Jin, Yingjie Chen, Jingxuan Wen, Wenxin Li:
ICFVR 2017: 3rd international competition on finger vein recognition. 707-714 - Ziga Emersic, Dejan Stepec
, Vitomir Struc, Peter Peer, Anjith George, Adil M. Ahmad
, Elshibani Omar, Terrance E. Boult, Reza Safdari, Yuxiang Zhou, Stefanos Zafeiriou, Dogucan Yaman, Fevziye Irem Eyiokur, Hazim Kemal Ekenel
:
The unconstrained ear recognition challenge. 715-724 - Ana Filipa Sequeira
, Lulu Chen, James M. Ferryman, Peter Wild, Fernando Alonso-Fernandez
, Josef Bigün
, Kiran B. Raja, Ramachandra Raghavendra
, Christoph Busch
, Tiago de Freitas Pereira, Sébastien Marcel, Sushree Sangeeta Behera, Mahesh Gour
, Vivek Kanhangad:
Cross-eyed 2017: Cross-spectral iris/periocular recognition competition. 725-732 - David Yambay, Benedict Becker, Naman Kohli, Daksha Yadav, Adam Czajka, Kevin W. Bowyer
, Stephanie Schuckers
, Richa Singh
, Mayank Vatsa
, Afzel Noore, Diego Gragnaniello
, Carlo Sansone
, Luisa Verdoliva, Lingxiao He, Yiwei Ru
, Haiqing Li, Nianfeng Liu, Zhenan Sun, Tieniu Tan:
LivDet iris 2017 - Iris liveness detection competition 2017. 733-741 - Abhijit Das
, Umapada Pal, Miguel A. Ferrer
, Michael Blumenstein, Dejan Stepec
, Peter Rot, Ziga Emersic, Peter Peer, Vitomir Struc, S. V. Aruna Kumar
, B. S. Harish
:
SSERBC 2017: Sclera segmentation and eye recognition benchmarking competition. 742-747 - Rui Shao, Xiangyuan Lan, Pong C. Yuen:
Deep convolutional dynamic texture learning with adaptive channel-discriminability for 3D mask face anti-spoofing. 748-755 - Ajita Rattani, Narsi Reddy, Reza Derakhshani:
Convolutional neural network for age classification from smart-phone based ocular images. 756-761 - Ajita Rattani, Reza Derakhshani:
On fine-tuning convolutional neural networks for smartphone based ocular recognition. 762-767 - Russel Mesbah, Brendan McCane
, Steven Mills
:
Conditional random fields incorporate convolutional neural networks for human eye sclera semantic segmentation. 768-773 - Ning Jia, Victor Sanchez, Chang-Tsun Li
:
Learning optimised representations for view-invariant gait recognition. 774-780 - Abhijit Das
, Abira Sengupta, Miguel A. Ferrer
, Umapada Pal, Michael Blumenstein:
Linking face images captured from the optical phenomenon in the wild for forensic science. 781-786 - Fernando Alonso-Fernandez
, Reuben A. Farrugia
, Josef Bigün
:
Learning-based local-patch resolution reconstruction of iris smart-phone images. 787-793 - Abhijit Das
, Umapada Pal, Miguel A. Ferrer
, Michael Blumenstein:
A decision-level fusion strategy for multimodal ocular biometric in visible spectrum based on posterior probability. 794-798 - Fabiola Becerra-Riera, Heydi Méndez-Vázquez
, Annette Morales-González
, Massimo Tistarelli:
Age and gender classification using local appearance descriptors from facial components. 799-804 - Juan E. Tapia
, Ignacio Viedma:
Gender classification from multispectral periocular images. 805-812 - Shruti Nagpal, Maneet Singh, Arushi Jain, Richa Singh
, Mayank Vatsa
, Afzel Noore:
On matching skulls to digital face images: A preliminary approach. 813-819

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