Adaptive pattern recognition and neural networks
Adaptive pattern recognition and neural networks
Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
Training neural nets through stochastic minimization
Neural Networks
Stochastic minimization with adaptive memory
Journal of Computational and Applied Mathematics
Computer Vision
Face Recognition: Features Versus Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Estimation of Pose and Illuminant Direction for Face Processing
Estimation of Pose and Illuminant Direction for Face Processing
Integrating Faces and Fingerprints for Personal Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gravity-Center Template Based Human Face Feature Detection
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
Hybrid Biometric Person Authentication Using Face and Voice Features
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Information Fusion in Biometrics
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Post-processing of Classifier Outputs in Multiple Classifier Systems
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
A Face Verification Algorithm Integrating Geometrical and Template Features
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Undesirable effects of output normalization in multiple classifier systems
Pattern Recognition Letters
Information fusion in biometrics
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Advances in Robust Multimodal Interface Design
IEEE Computer Graphics and Applications
Multi-Modal 2D and 3D Biometrics for Face Recognition
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Biometric identification systems
Signal Processing
Communications of the ACM - Multimodal interfaces that flex, adapt, and persist
Person identification using automatic integration of speech, lip, and face experts
WBMA '03 Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications
Large-Scale Evaluation of Multimodal Biometric Authentication Using State-of-the-Art Systems
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Biometric Identification System Based on Eigenpalm and Eigenfinger Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining Matching Scores in Identification Model
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Adapted user-dependent multimodal biometric authentication exploiting general information
Pattern Recognition Letters
Soft biometrics-combining body weight and fat measurements with fingerprint biometrics
Pattern Recognition Letters
Robust target detection and tracking through integration of motion, color, and geometry
Computer Vision and Image Understanding
Multiscale Fusion of Visible and Thermal IR Images for Illumination-Invariant Face Recognition
International Journal of Computer Vision
Usability evaluation of multi-modal biometric verification systems
Interacting with Computers
Multimodal speaker/speech recognition using lip motion, lip texture and audio
Signal Processing - Special section: Multimodal human-computer interfaces
Recognition of Pornographic Web Pages by Classifying Texts and Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Audio-visual person authentication using lip-motion from orientation maps
Pattern Recognition Letters
Evaluation and analysis of a face and voice outdoor multi-biometric system
Pattern Recognition Letters
A probabilistic fusion methodology for face recognition
EURASIP Journal on Applied Signal Processing
Real-time Stereo Face Recognition by Fusing Appearance and Depth Fisherfaces
Journal of VLSI Signal Processing Systems
The Biometrics Grid: A Solution to Biometric Technologies
IEEE Distributed Systems Online
Synergy of Lip-Motion and Acoustic Features in Biometric Speech and Speaker Recognition
IEEE Transactions on Computers
Journal on Image and Video Processing
Robust face-voice based speaker identity verification using multilevel fusion
Image and Vision Computing
Privacy-preserving multimodal person and object identification
Proceedings of the 10th ACM workshop on Multimedia and security
Multimodal authentication based on random projections and source coding
Proceedings of the 10th ACM workshop on Multimedia and security
Reliability score based multimodal fusion for biometric person authentication
MATH'08 Proceedings of the American Conference on Applied Mathematics
ISL Person Identification Systems in the CLEAR 2007 Evaluations
Multimodal Technologies for Perception of Humans
Cognitive security for personal devices
Proceedings of the 1st ACM workshop on Workshop on AISec
POLYBIO: Multimodal Biometric Data Acquisition Platform and Security System
Biometrics and Identity Management
McPAD: A multiple classifier system for accurate payload-based anomaly detection
Computer Networks: The International Journal of Computer and Telecommunications Networking
Personal identity verification by serial fusion of fingerprint and face matchers
Pattern Recognition
Noisy Iris Verification: A Modified Version of Local Intensity Variation Method
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A method towards biometric feature fusion
International Journal of Biometrics
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Knowledge-Based Systems
Biometric Recognition: When Is Evidence Fusion Advantageous?
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
Score normalization in multimodal biometric systems
Pattern Recognition
A decision fusion system across time and classifiers for audio-visual person identification
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
Audio, video and multimodal person identification in a smart room
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
An algorithm testbed for the biometrics grid
GPC'07 Proceedings of the 2nd international conference on Advances in grid and pervasive computing
Audio-visual speaker identification based on the use of dynamic audio and visual features
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
A comparative evaluation of fusion strategies for multimodal biometric verification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Lip biometrics for digit recognition
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Person identification using lip motion sequence
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Audio visual speaker verification based on hybrid fusion of cross modal features
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Bimodal biometric person identification system under perturbations
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
A novel finger-vein recognition method with feature combination
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Elastic block set reconstruction for face recognition
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Implicit authentication for mobile devices
HotSec'09 Proceedings of the 4th USENIX conference on Hot topics in security
Likelihood ratio based features for a trained biometric score fusion
Expert Systems with Applications: An International Journal
Multimedia sensor fusion for retrieving identity in biometric access control systems
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Multimodal biometric human recognition for perceptual human-computer interaction
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Fusion of covariance matrices of PCA and FLD
Pattern Recognition Letters
An integrated authentication framework based on multi-tier biometrics
International Journal of Biometrics
Identity retrieval in biometric access control systems using multimedia fusion
ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II
Implicit authentication through learning user behavior
ISC'10 Proceedings of the 13th international conference on Information security
Information fusion and person authentication using face and fingerprint data
CONTROL'05 Proceedings of the 2005 WSEAS international conference on Dynamical systems and control
Personal identification based on finger-vein features
Computers in Human Behavior
Interpreting dynamic meanings by integrating gesture and posture recognition system
ACCV'10 Proceedings of the 2010 international conference on Computer vision - Volume Part I
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Color-Based classification of natural rock images using classifier combinations
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Multi-biometrics 2d and 3d ear recognition
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Multimodal speaker verification using ear image features extracted by PCA and ICA
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Fusion of appearance and depth information for face recognition
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Combining biometric evidence for person authentication
ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
Classification of natural images using supervised and unsupervised classifier combinations
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
3D face matching using the surface interpenetration measure
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Some issues pertaining to adaptive multimodal biometric authentication
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Finger-Vein recognition based on a bank of gabor filters
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
Coupling adaboost and random subspace for diversified fisher linear discriminant
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
International Journal of Biometrics
Touch me once and i know it's you!: implicit authentication based on touch screen patterns
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Speaker and digit recognition by audio-visual lip biometrics
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Multibiometric human recognition using 3D ear and face features
Pattern Recognition
Multimodal biometric system based on hand geometry, palmprint and signature
Proceedings of the 5th ACM COMPUTE Conference: Intelligent & scalable system technologies
Applied Computational Intelligence and Soft Computing
Biometric fusion by simulated annealing
International Journal of Knowledge-based and Intelligent Engineering Systems
Improving fusion with optimal weight selection in Face Recognition
Integrated Computer-Aided Engineering
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This paper presents a person identification system based on acoustic and visual features. The system is organized as a set of non-homogeneous classifiers whose outputs are integrated after a normalization step. In particular, two classifiers based on acoustic features and three based on visual ones provide data for an integration module whose performance is evaluated. A novel technique for the integration of multiple classifiers at an hybrid rank/measurement level is introduced using HyperBF networks. Two different methods for the rejection of an unknown person are introduced. The performance of the integrated system is shown to be superior to that of the acoustic and visual subsystems. The resulting identification system can be used to log personal access and, with minor modifications, as an identity verification system.