Multimodal Person Recognition for Human-Vehicle Interaction

Authors:
Engin Erzin;Yucel Yemez;A. Murat Tekalp;Aytul Ercil;Hakan Erdogan;Huseyin Abut
Affiliations:
KoÇ University, Turkey;KoÇ University, Turkey;KoÇ University, Turkey;Sabanci University, Istanbul;Sabanci University, Istanbul;Sabanci University, Istanbul
Venue:
IEEE MultiMedia
Year:
2006

Citing 13
Cited 9

Face Recognition: The Problem of Compensating for Changes in Illumination Direction

IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition by Elastic Bunch Graph Matching

IEEE Transactions on Pattern Analysis and Machine Intelligence
On Combining Classifiers

IEEE Transactions on Pattern Analysis and Machine Intelligence
Information fusion in biometrics

Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Speech recognition in noisy environments

Speech recognition in noisy environments
Large-Scale Evaluation of Multimodal Biometric Authentication Using State-of-the-Art Systems

IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Processing: Advanced Modeling and Methods

Face Processing: Advanced Modeling and Methods
Information fusion and decision cascading for audio-visual speaker recognition based on time-varying stream reliability prediction

ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 3 (ICME '03) - Volume 03
Speaker identification via support vector classifiers

ICASSP '96 Proceedings of the Acoustics, Speech, and Signal Processing, 1996. on Conference Proceedings., 1996 IEEE International Conference - Volume 01
Towards automated classifier combination for pattern recognition

MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Multi-modal person recognition for vehicular applications

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Multimodal speaker identification using an adaptive classifier cascade based on modality reliability

IEEE Transactions on Multimedia
Discriminative Analysis of Lip Motion Features for Speaker Identification and Speech-Reading

IEEE Transactions on Image Processing

ISL Person Identification Systems in the CLEAR 2007 Evaluations

Multimodal Technologies for Perception of Humans
Human Lips as Emerging Biometrics Modality

ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Simulation Driven Experiment Control in Driver Assistance Assessment

DS-RT '08 Proceedings of the 2008 12th IEEE/ACM International Symposium on Distributed Simulation and Real-Time Applications
Lips Recognition for Biometrics

ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Face recognition in smart rooms

MLMI'07 Proceedings of the 4th international conference on Machine learning for multimodal interaction
Intelligent vehicle handling: steering and body postures while cornering

ARCS'08 Proceedings of the 21st international conference on Architecture of computing systems
Information fusion for robust 'context and driver aware' active vehicle safety systems

Information Fusion
In-vehicle driver recognition based on hand ECG signals

Proceedings of the 2012 ACM international conference on Intelligent User Interfaces
User identity verification via mouse dynamics

Information Sciences: an International Journal

Quantified Score

Hi-index	0.00

Visualization

Abstract

Next-generation vehicles will undoubtedly feature biometric person recognition as part of an effort to improve the driving experience. Today's technology prevents such systems from operating satisfactorily under adverse conditions. A proposed framework for achieving person recognition successfully combines different biometric modalities, borne out in two case studies.