Search Results - "2018 International Conference on Biometrics (ICB)"

IARPA Janus Benchmark - C: Face Dataset and Protocol by Maze, Brianna, Adams, Jocelyn, Duncan, James A., Kalka, Nathan, Miller, Tim, Otto, Charles, Jain, Anil K., Niggel, W. Tyler, Anderson, Janet, Cheney, Jordan, Grother, Patrick

“…Although considerable work has been done in recent years to drive the state of the art in facial recognition towards operation on fully unconstrained imagery,…”
Get full text

On Effectiveness of Anomaly Detection Approaches against Unseen Presentation Attacks in Face Anti-spoofing by Nikisins, Olegs, Mohammadi, Amir, Anjos, Andre, Marcel, Sebastien

“…While face recognition systems got a significant boost in terms of recognition performance in recent years, they are known to be vulnerable to presentation…”
Get full text

TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition by Zhang, Teng, Wiliem, Arnold, Yang, Siqi, Lovell, Brian

“…This work tackles the face recognition task on images captured using thermal camera sensors which can operate in the non-light environment. While it can…”
Get full text

Semi-adversarial Networks: Convolutional Autoencoders for Imparting Privacy to Face Images by Mirjalili, Vahid, Raschka, Sebastian, Namboodiri, Anoop, Ross, Arun

“…In this paper, we design and evaluate a convolutional autoencoder that perturbs an input face image to impart privacy to a subject. Specifically, the proposed…”
Get full text

Robust Minutiae Extractor: Integrating Deep Networks and Fingerprint Domain Knowledge by Nguyen, Dinh-Luan, Cao, Kai, K. Jain, Anil

“…We propose a fully automatic minutiae extractor, called MinutiaeNet, based on deep neural networks with compact feature representation for fast comparison of…”
Get full text

Evaluation of PPG Biometrics for Authentication in Different States by Yadav, Umang, Abbas, Sherif N., Hatzinakos, Dimitrios

“…Amongst all medical biometric traits, Photoplethysmograph (PPG) is the easiest to acquire. PPG records the blood volume change with just combination of Light…”
Get full text

LivDet 2017 Fingerprint Liveness Detection Competition 2017 by Mura, Valerio, Orru, Giulia, Casula, Roberto, Sibiriu, Alessandra, Loi, Giulia, Tuveri, Pierluigi, Ghiani, Luca, Marcialis, Gian Luca

“…Fingerprint Presentation Attack Detection (FPAD) deals with distinguishing images coming from artificial replicas of the fingerprint characteristic, made up of…”
Get full text

Improving 2D Face Recognition via Discriminative Face Depth Estimation by Cui, Jiyun, Zhang, Hao, Han, Hu, Shan, Shiguang, Chen, Xilin

“…As face recognition progresses from constrained scenarios to unconstrained scenarios, new challenges such as large pose, bad illumination, and partial…”
Get full text

Longitudinal Study of Child Face Recognition by Deb, Debayan, Nain, Neeta, Jain, Anil K.

“…We present a longitudinal study of face recognition performance on Children Longitudinal Face (CLF) dataset containing 3,682 face images of 919 subjects, in…”
Get full text

Fingerprint Distortion Rectification Using Deep Convolutional Neural Networks by Dabouei, Ali, Kazemi, Hadi, Iranmanesh, Seyed Mehdi, Dawson, Jeremy, M. Nasrabadi, Nasser

“…Elastic distortion of fingerprints has a negative effect on the performance of fingerprint recognition systems. This negative effect brings inconvenience to…”
Get full text

Fingerprint Synthesis: Evaluating Fingerprint Search at Scale by Cao, Kai, Jain, Anil

“…A database of a large number of fingerprint images is highly desired for designing and evaluating large scale fingerprint search algorithms. Compared to…”
Get full text

Deep Cross Polarimetric Thermal-to-Visible Face Recognition by Iranmanesh, Seyed Mehdi, Dabouei, Ali, Kazemi, Hadi, M. Nasrabadi, Nasser

“…In this paper, we present a deep coupled learning framework to address the problem of matching polarimetric thermal face photos against a gallery of visible…”
Get full text

Evolutionary Methods for Generating Synthetic MasterPrint Templates: Dictionary Attack in Fingerprint Recognition by Roy, Aditi, Memon, Nasir, Togelius, Julian, Ross, Arun

“…Recent research has demonstrated the possibility of generating "Masterprints" that can be used by an adversary to launch a dictionary attack against a…”
Get full text

The Impact of Age and Threshold Variation on Facial Recognition Algorithm Performance Using Images of Children by Michalski, Dana, Yiu, Sau Yee, Malec, Chris

“…Facial recognition across ageing and in particular with images of children remains a challenging problem in a wide of range of operational settings. Yet,…”
Get full text

Verifying the Newborns without Infection Risks Using Contactless Palmprints by Ramachandra, Raghavendra, B. Raja, Kiran, Venkatesh, Sushma, Hegde, Sneha, D. Dandappanavar, Shreedhar, Busch, Christoph

“…Verification of new-born babies utilizing the biometric characteristics has received an increased attention, especially in applications such as law…”
Get full text

Multifactor User Authentication with In-Air-Handwriting and Hand Geometry by Lu, Duo, Huang, Dijiang, Deng, Yuli, Alshamrani, Adel

“…On wearable and Virtual Reality (VR) platforms, user authentication is a basic function, but usually a keyboard or touchscreen cannot be provided to type a…”
Get full text

SSBC 2018: Sclera Segmentation Benchmarking Competition by Das, Abhijit, Pal, Umapada, Ferrer, Miguel A., Blumenstein, Michael, Stepec, Dejan, Rot, Peter, Emersic, Ziga, Peer, Peter, Struc, Vitomir

“…This paper summarises the results of the Sclera Segmentation Benchmarking Competition (SSBC 2018). It was organised in the context of the 11th IAPR…”
Get full text

Metadata-Based Feature Aggregation Network for Face Recognition by Sankaran, Nishant, Tulyakov, Sergey, Setlur, Srirangaraj, Govindaraju, Venu

“…This paper presents a novel approach to feature aggregation for template/set based face recognition by incorporating metadata regarding face images to evaluate…”
Get full text

Conformal Mapping of a 3D Face Representation onto a 2D Image for CNN Based Face Recognition by Kittler, Josef, Koppen, Paul, Kopp, Philipp, Huber, Patrik, Ratsch, Matthias

“…Fitting 3D Morphable Face Models (3DMM) to a 2D face image allows the separation of face shape from skin texture, as well as correction for face expression…”
Get full text

Shedding Light on the Veins - Reflected Light or Transillumination in Hand-Vein Recognition by Kauba, Christof, Uhl, Andreas

“…The near-infrared light source is a crucial part of a hand-vein scanner. Depending on its position there are two main illumination types: reflected light and…”
Get full text