D-CIS Publication Database

Datcu, Dragos    

Firstname:Dragos 
Surname:Datcu 
Initials:D. 
Email:D.Datcu@ewi.tudelft.nl 
Institute:Delft University of Technology 
Homepage: 

27 publications

53 Keywords relate to this author

AAM
Active Appearance Models
AdaBoost
Automatic emotion recognition
Automatic surveillance
Bi-modal emotion recognition
Classifiers
Corner detection
Crisis management
Crisis management systems
Data fusion
Driver safety
Emotion recognition
Evolutionary Search
Face detection
Facial characteristic point extraction
Facial expression analysis
Facial expression classification
Facial expression recognition
Facial expression recognition.
Facial expressions
Facial expressions recognition
Facial feature extraction
Facial recognition
GentleBoost
Human computer interaction
Human-Computer Interfaces
Hybrid projection
Icon language
Machine learning
Micro sleeps
Micro-sleeps prediction
Mobile ad-hoc networks
Multimodal
Multimodal Fusion
Multimodal interaction
Multimodal workbench
Pattern recognition
RVM
Relevance vector machine
Remote Processing
Remote Processing.
SVM
Speech analysis
Speech processing
Stress assessment
Support Vector Machines
Tracking
Travel assistant
Vector machines
Video and Speech Processing
Visual language
WEB lectures




Publications as Author



2009

Datcu, Dragos and Rothkrantz, Leon, Multimodal recognition of emotions in car environments, in: Driver Car Interaction & Interface 2009, 2009.
 

2008

Datcu, Dragos and Rothkrantz, Leon, Semantic audio-visual data fusion for automatic emotion recognition, in: Euromedia'2008, pages 58-65, EUROSIS-ETI, Porto, 2008.
 
Datcu, Dragos and Rothkrantz, Leon, Automatic bi-modal emotion recognition system based on fusion of facial expressions and emotion extraction from speech, in: Proceedings of the IEEE Face and Gesture Conference FG2008, 2008.
 
Datcu, Dragos, Recognition of facial expressions, TU Delft, 2008.
 

2007

Fitrianie, Siska, Poppe, Ronald, Bui, Trung H., Chitu, Alin, Datcu, Dragos, Dor, Ramon, Hofs, Dennis, Wiggers, Pascal, Willems, Don, Poel, Mannes, Rothkrantz, Leon, Vuurpijl, Louis and Zwiers, Job, A multimodal human-computer interaction framework for research into crisis management, in: Proceedings of the fourth international conference on information systems for crisis management, ISCRAM 2007, pages 149-158, Academic and Scientific Publishers NV, Delft, The Netherlands, 2007.
 
Fitrianie, Siska, Datcu, Dragos and Rothkrantz, Leon, Human Communication based on Icons in Crisis Environments, in: Usability and Internationalization. Global and Local User Interfaces, pages 57-66, Springer, ISBN 978-3-540-73288-4, 2007. [DOI]
 
Datcu, Dragos and Rothkrantz, Leon, Emotion Recognition from speech. Support for WEB Lectures, in: Journal of Communication and Cognition, number 40, pages 203-214, 2007.
 
Datcu, Dragos and Rothkrantz, Leon, Facial Expression Recognition in still pictures and videos using Active Appearance Models. A comparison approach, in: CompSysTech'07, pages VI.13-1-VI.13-6, Rousse, Bugaria, 2007.
 
Datcu, Dragos and Rothkrantz, Leon, Multimodal Web based system for human emotion recognition, in: Proceedings ISC2007, pages 91-98, EUROSIS-ETI, 2007.
 
Datcu, Dragos and Rothkrantz, Leon, The use of Active Appearance Model for facial expression recognition in crisis environments, in: Proceedings ISCRAM2007, pages 515-524, 2007.
 
Datcu, Dragos, Yang, Zhenke and Rothkrantz, Leon, A Multimodal Workbench for Automatic Surveillance, in: Multimodal Surveillance: Sensors, Algorithms, and Systems, pages 311-338, Artech House Publishers, ISBN 1596931841, 2007.
 
Datcu, Dragos, Yang, Zhenke and Rothkrantz, Leon, Multimodal workbench for automatic surveillance applications, in: IEEE Workshop on Multimodal Sentient Computing: Sensors, Algorithms and Systems; WMSC2007 - CVPR 2007, 2007.
 

2006

Wong, W.S., Chan, W., Datcu, Dragos and Rothkrantz, Leon, Using a sparse learning relevance vector machine in facial expression recognition, in: Proceedings of EUROMEDIA 2006, pages 33-37, University of Ghent, 2006.
 
Fitrianie, Siska, Datcu, Dragos and Rothkrantz, Leon, Constructing Knowledge of the World in Crisis Situations using Visual Language, in: IEEE International Conference on Systems, Man, and Cybernetics, 2006.
 
Datcu, Dragos and Rothkrantz, Leon, The recognition of emotions from speech using GentleBoost Classifier, in: CompSysTech'06, 2006.
 

2005

Rothkrantz, Leon, van Velden, Marcel and Datcu, Dragos, A Location based Approach for Distributed World-Knowledge in Mobile Ad-Hoc Networks, in: Proceedings of the International Conference on Computer Systems and Technologies (ComSysTech 05), 2005.
 
Rothkrantz, Leon, Datcu, Dragos and Beelen, Martijn, Personal Intelligent Travel Assistant - A distributed approach, in: Proceedings of the ICAI 05, pages 24-30, CSREA Press, 2005.
 
Rothkrantz, Leon, Datcu, Dragos, Fitrianie, Siska and Tatomir, Bogdan, Personal Mobile Support for Crisis Management Using Ad-Hoc Networks, in: The 11th International Conference on Human-Computer Interaction, 2005.
 
Datcu, Dragos and Rothkrantz, Leon, Facial Expression Recognition with Relevance Vector Machines, in: IEEE International Conference on Multimedia & Expo (ICME05), pages 193-196, 2005.
 
Datcu, Dragos and Rothkrantz, Leon, AI techniques for face detection, in: Proceedings of the 17th Belgian-Dutch Conference on Artificial Intelligence (BNAIC 2005), pages 415-416, 2005.
 
Datcu, Dragos and Rothkrantz, Leon, Machine learning techniques for face analysis, in: Proceedings of EUROMEDIA 2005, pages 105-109, 2005.
 
Datcu, Dragos and Rothkrantz, Leon, Facial Expressions Recognition with Relevance Vector Machines, in: Proceedings of the IEEE International Conference on Multimedia & Expo (ICME05), 2005.
 

2004

Rothkrantz, Leon, van Vark, Robert and Datcu, Dragos, Multi-medial Stress Assessment, in: Proceedings of IEEE SMC 2004, pages 3781-3786, 2004.
 
Dikkers, H. J., Spaans, M. A., Datcu, Dragos, Novak, M. and Rothkrantz, Leon, Facial Recognition System for Driver Vigilance Monitoring, in: Proceedings of the 2004 IEEE International Conference on Systems, Man and Cybernetics (SMC 2004), pages 3787-3792, 2004.
 
Datcu, Dragos and Rothkrantz, Leon, A multimodal workbench for automatic surveillance, in: Proceedings of EUROMEDIA 2004, pages 108-112, 2004.
 
Datcu, Dragos and Rothkrantz, Leon, A multimodal workbench for automatic surveillance, in: Proceedings of ASCI 2004, pages 45-50, 2004.
 
Datcu, Dragos and Rothkrantz, Leon, Automatic recognition of facial expressions using Bayesian Belief Networks, in: Proceedings of IEEE SMC 2004, pages 2209-2214, 2004.