Available, 2010. ,
Bimodal System for Emotion Recognition from Facial Expressions and Physiological Signals Using Feature-Level Fusion, 2011 UKSim 5th European Symposium on Computer Modeling and Simulation, pp.24-29, 2011. ,
DOI : 10.1109/EMS.2011.21
Heart rate and interbeat interval computation to diagnose stress using ecg sensor signal, MRTC Report, 2010. ,
Evaluation of the physiological data indicating the dynamic stress level of drivers. Scientific research and essays, pp.430-439, 2011. ,
Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review, Journal of Biomedical Informatics, vol.59, pp.49-75, 2016. ,
DOI : 10.1016/j.jbi.2015.11.007
URL : https://hal.archives-ouvertes.fr/hal-01272036
UPTIME: Ubiquitous pedestrian tracking using mobile phones, 2012 IEEE Wireless Communications and Networking Conference (WCNC), pp.3204-3209, 2012. ,
DOI : 10.1109/WCNC.2012.6214359
Prosody-based automatic detection of annoyance and frustration in human-computer dialog, INTERSPEECH. Citeseer, 2002. ,
A digital architecture for support vector machines: theory, algorithm, and fpga implementation, IEEE Transactions on Neural Networks, vol.14, issue.5, pp.993-1009, 2003. ,
DOI : 10.1109/TNN.2003.816033
Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine, International Workshop on Ambient Assisted Living, pp.216-223, 2012. ,
DOI : 10.1007/978-3-642-35395-6_30
An FPGA Based Arrhythmia Recognition System for Wearable Applications, 2009 Ninth International Conference on Intelligent Systems Design and Applications, pp.660-664, 2009. ,
DOI : 10.1109/ISDA.2009.246
Realization of area efficient QR factorization using unified division, square root, and inverse square root hardware, 2009 IEEE International Conference on Electro/Information Technology, pp.245-250, 2009. ,
DOI : 10.1109/EIT.2009.5189620
Selective attention and performance in dangerous environments, British journal of psychology, vol.63, issue.4, pp.537-546, 1972. ,
What's Your Current Stress Level? Detection of Stress Patterns from GSR Sensor Data, 2011 IEEE 11th International Conference on Data Mining Workshops, pp.573-580, 2011. ,
DOI : 10.1109/ICDMW.2011.178
Small Multiplier-Based Multiplication and Division Operators for Virtex-II Devices, International Conference on Field Programmable Logic and Applications, pp.513-522, 2002. ,
DOI : 10.1007/3-540-46117-5_54
URL : https://hal.archives-ouvertes.fr/inria-00072094
Relationships between mood states and performances in reaction time, psychomotor ability, and mental efficiency during a 31-day gradual decompression in a hypobaric chamber from sea level to 8848 m equivalent altitude, Physiology & Behavior, vol.71, issue.5, pp.71469-476, 2000. ,
DOI : 10.1016/S0031-9384(00)00362-0
Remote assessment of the Heart Rate Variability to detect mental stress, Proceedings of the ICTs for improving Patients Rehabilitation Research Techniques ,
DOI : 10.4108/icst.pervasivehealth.2013.252181
URL : https://hal.archives-ouvertes.fr/hal-01379403
The International affective digitized sounds (IADS)[: stimuli, instruction manual and affective ratings. NIMH Center for the Study of Emotion and Attention, 1999. ,
Apnea MedAssist: Real-time Sleep Apnea Monitor Using Single-Lead ECG, IEEE Transactions on Information Technology in Biomedicine, vol.15, issue.3, pp.416-427, 2011. ,
DOI : 10.1109/TITB.2010.2087386
URL : http://www.utdallas.edu/~hxm025000/MBsoul_MTCIHC_10.pdf
SHIMMER??? ??? A Wireless Sensor Platform for Noninvasive Biomedical Research, IEEE Sensors Journal, vol.10, issue.9, pp.1527-1534, 2010. ,
DOI : 10.1109/JSEN.2010.2045498
Inferring psychological significance from physiological signals, American Psychologist, vol.45, issue.1, p.16, 1990. ,
Wavelet Transforms That Map Integers to Integers, Applied and Computational Harmonic Analysis, vol.5, issue.3, pp.332-369, 1998. ,
DOI : 10.1006/acha.1997.0238
Chronic stress at work and the metabolic syndrome: prospective study, BMJ, vol.332, issue.7540, pp.521-525, 2006. ,
DOI : 10.1136/bmj.38693.435301.80
LIBSVM, ACM Transactions on Intelligent Systems and Technology, vol.2, issue.3, p.27, 2011. ,
DOI : 10.1145/1961189.1961199
Multimodal human emotion/expression recognition, Automatic Face and Gesture Recognition Proceedings. Third IEEE International Conference on, pp.366-371, 1998. ,
A Global Measure of Perceived Stress, Journal of Health and Social Behavior, vol.24, issue.4, pp.385-396, 1983. ,
DOI : 10.2307/2136404
Workplace stress: Etiology and consequences, Journal of workplace behavioral health, vol.21, issue.2, pp.89-97, 2006. ,
Attentional control theory: Anxiety, emotion, and motor planning, Journal of Anxiety Disorders, vol.23, issue.8, pp.1072-1079, 2009. ,
Support-vector networks, Machine Learning, vol.1, issue.3, pp.273-297, 1995. ,
DOI : 10.1007/BF00994018
Interactive and cumulative effects of multiple human stressors in marine systems, Ecology Letters, vol.104, issue.12, pp.1304-1315, 2008. ,
DOI : 10.4319/lo.2000.45.5.1144
Stressor categorization: acute physical and psychological stressors elicit distinctive recruitment patterns in the amygdala and in medullary noradrenergic cell groups, European Journal of Neuroscience, vol.14, issue.7, pp.1143-1152, 2001. ,
Bimodal emotion recognition, Automatic Face and Gesture Recognition Proceedings. Fourth IEEE International Conference on, pp.332-335, 2000. ,
Analysis of computer games player stress level using eeg data, 2007. ,
Optical computer recognition of facial expressions associated with stress induced by performance demands, Aviation, space, and environmental medicine, issue.6, pp.76-172, 2005. ,
Elimination of electrocardiogram contamination from electromyogram signals: an evaluation of currently used removal techniques, Journal of electromyography and kinesiology, vol.16, issue.2, pp.175-187, 2006. ,
Modeling drivers??? speech under stress, Speech Communication, vol.40, issue.1-2, pp.145-159, 2003. ,
DOI : 10.1016/S0167-6393(02)00080-8
icalm: Wearable sensor and network architecture for wirelessly communicating and logging autonomic activity, Information Technology in Biomedicine IEEE Transactions on, vol.14, issue.2, pp.215-223, 2010. ,
Activity Recognition with Mobile Phones, Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp.630-633, 2011. ,
DOI : 10.1007/11748625_1
The emotions: Studies in emotion and social interaction, 1986. ,
Android application for ambulant ecg monitoring, International Journal of Advanced Research in Computer and Communication Engineering, vol.3, issue.5, pp.6465-6468, 2014. ,
Conception and Experimentation of a Communication Device with Adaptive Scanning, ACM Transactions on Accessible Computing, vol.1, issue.3, p.14, 2009. ,
DOI : 10.1145/1497302.1497304
URL : https://hal.archives-ouvertes.fr/hal-01313007
Mars: a personalised mobile activity recognition system, 2012 IEEE 13th International Conference on Mobile Data Management, pp.316-319, 2012. ,
On the effect of stress on certain modulation parameters of speech, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221), pp.101-104, 2001. ,
DOI : 10.1109/ICASSP.2001.940777
Aided navigation for disabled people: route recognition with augmented hmms, 8th Conf. for the Advancement of Assistive Technology, 2005. ,
Detecting stress using eye blinks and brain activity from eeg signals. Proceeding of the 1st driver car interaction and interface, pp.35-60, 2008. ,
Effects of Mood States and Anxiety as Induced by the Video-Recorded Stroop Color-Word Interference Test in Simple Response Time Tasks on Reaction Time and Movement Time, Perceptual and Motor Skills, vol.20, issue.3, pp.721-729, 2005. ,
DOI : 10.1002/cne.920180503
Objective model assessment for short-term anxiety recognition from blood volume pulse signal, Biomedical Signal Processing and Control, vol.14, pp.217-227, 2014. ,
DOI : 10.1016/j.bspc.2014.07.008
URL : https://hal.archives-ouvertes.fr/hal-01323831
Speech under stress: Analysis, modeling and recognition, Speaker classification I, pp.108-137, 2007. ,
Detecting stress during real-world driving tasks using physiological sensors. Intelligent Transportation Systems, IEEE Transactions on, vol.6, issue.2, pp.156-166, 2005. ,
Call Center Stress Recognition with Person-Specific Models, International Conference on Affective Computing and Intelligent Interaction, pp.125-134, 2011. ,
DOI : 10.1109/TITB.2009.2036164
Brain training against stress: Theory, methods and results from an outcome study, Stress Report, vol.4, issue.2, pp.1-24, 2005. ,
Evaluation of voice stress analysis technology, System Sciences, 2005. HICSS'05. Proceedings of the 38th Annual Hawaii International Conference on, pp.20-20, 2005. ,
Emotional stress recognition using a new fusion link between electroencephalogram and peripheral signals, Iranian journal of neurology, vol.14, issue.3, p.142, 2015. ,
Assessment of surgical stress during general anaesthesia, British Journal of Anaesthesia, vol.98, issue.4, pp.447-455, 2007. ,
DOI : 10.1093/bja/aem004
A Hardware Efficient Support Vector Machine Architecture for FPGA, 2008 16th International Symposium on Field-Programmable Custom Computing Machines, pp.304-305, 2008. ,
DOI : 10.1109/FCCM.2008.40
Facial expression analysis for predicting unsafe driving behavior, IEEE Pervasive Computing, vol.10, issue.4, pp.84-95, 2011. ,
DOI : 10.1109/MPRV.2010.46
Emotion recognition through ans responses evoked by negative emotions, The Fifth International Conference on Advances in Computer-Human Interactions (ACHI), pp.218-223, 2012. ,
Stress monitoring using a distributed wireless intelligent sensor system, IEEE Engineering in Medicine and Biology Magazine, vol.22, issue.3, pp.2249-55, 2003. ,
DOI : 10.1109/MEMB.2003.1213626
Wide and high accessible mobile healthcare system in IP-based wireless sensor networks, 2013 IEEE SENSORS, pp.1-4, 2013. ,
DOI : 10.1109/ICSENS.2013.6688326
Novel simple decision stage of pan & tompkins qrs detector and its fpga-based implementation, Innovative Computing Technology (INTECH), 2012 Second International Conference on, pp.331-336, 2012. ,
Local Vote Decision Fusion for Target Detection in Wireless Sensor Networks, IEEE Transactions on Signal Processing, vol.56, issue.1, pp.329-338, 2008. ,
DOI : 10.1109/TSP.2007.900165
Intrepid, a biosignal-based system for the monitoring of patients with anxiety disorders, Information Technology and Applications in Biomedicine 9th International Conference on, pp.1-6, 2009. ,
Vlsi implementation of telemonitoring system for high risk cardiac patients, Indian Journal of Science and Technology, vol.7, issue.5, p.571, 2014. ,
Emotion recognition based on physiological changes in music listening. Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol.30, issue.12, pp.2067-2083, 2008. ,
Online human activity recognition on smart phones, Workshop on Mobile Sensing: From Smartphones and Wearables to Big Data, pp.11-15, 2012. ,
Activity recognition using cell phone accelerometers, ACM SigKDD Explorations Newsletter, vol.12, issue.2, pp.74-82, 2011. ,
Application of majority voting to pattern recognition: an analysis of its behavior and performance, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, vol.27, issue.5, pp.553-568, 1997. ,
DOI : 10.1109/3468.618255
Improved small multiplier based multiplication, squaring and division, 11th Annual IEEE Symposium on Field-Programmable Custom Computing Machines, 2003. FCCM 2003., pp.91-97, 2003. ,
DOI : 10.1109/FPGA.2003.1227245
Stress detection and classification of laying hens by sound analysis. Asian- Australasian journal of animal sciences, pp.592-598, 2015. ,
Recognizing Stress Using Semantics and Modulation of Speech and Gestures, IEEE Transactions on Affective Computing, vol.7, issue.2, pp.162-175, 2016. ,
DOI : 10.1109/TAFFC.2015.2451622
Facial expressions of emotion reveal neuroendocrine and cardiovascular stress responses, Biological psychiatry, vol.61, issue.2, pp.253-260, 2007. ,
A real-time human stress monitoring system using dynamic bayesian network, Computer Vision and Pattern Recognition-Workshops, 2005. CVPR Workshops. IEEE Computer Society Conference on, pp.70-70, 2005. ,
Quantifying mental relaxation with eeg for use in computer games, International conference on internet computing, pp.409-415, 2006. ,
Modeling and prediction of human driver behavior, Intl. Conference on HCI, 2001. ,
A theory for multiresolution signal decomposition: the wavelet representation, IEEE transactions on pattern analysis and machine intelligence, vol.11, issue.7, pp.674-693, 1989. ,
FPGA Implementation of Support Vector Machine Based Isolated Digit Recognition System, 2009 22nd International Conference on VLSI Design, pp.347-352, 2009. ,
DOI : 10.1109/VLSI.Design.2009.23
Effects of electrocardiography contamination and comparison of ecg removal methods on upper trapezius electromyography recordings, Journal of Electromyography and Kinesiology, vol.24, issue.6, pp.902-909, 2014. ,
Fusion de classifieurs pour la classification d'images sonar. arXiv preprint arXiv:0806, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-00286591
EmoSense: An Ambulatory Device for the Assessment of ANS Activity???Application in the Objective Evaluation of Stress With the Blind, IEEE Sensors Journal, vol.12, issue.3, pp.543-551, 2012. ,
DOI : 10.1109/JSEN.2011.2132703
Measures of emotion: A review, Cognition and emotion, vol.23, issue.2, pp.209-237, 2009. ,
Health psychology: A psychobiological perspective, 2013. ,
Assessment of Mental, Emotional and Physical Stress through Analysis of Physiological Signals Using Smartphones, Sensors, vol.31, issue.10, pp.1525607-25627, 2015. ,
DOI : 10.1016/j.bspc.2013.01.007
FPGA Design Methodology for Industrial Control Systems???A Review, IEEE Transactions on Industrial Electronics, vol.54, issue.4, pp.1824-1842, 2007. ,
DOI : 10.1109/TIE.2007.898281
Chronic pain and electrodermal activity, Douleur et Analg??sie, vol.21, issue.2, pp.81-85, 2008. ,
DOI : 10.1007/s11724-008-0085-4
Activation of the arousal response and impairment of performance increase with anxiety and stressor intensity, Journal of Applied Physiology, vol.20, issue.5, pp.2093-2101, 2001. ,
DOI : 10.1080/00222895.1978.10735150
Eeg and vep signal processing, Cybernetics, Faculty of Electrical Eng, pp.50-53, 2004. ,
Speech emotion recognition using hidden markov models, Speech communication, vol.41, issue.4, pp.603-623, 2003. ,
Open source java-based ecg analysis software and android app for atrial fibrillation screening, Computing in Cardiology 2013, pp.731-734, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01737144
A Real-Time QRS Detection Algorithm, IEEE Transactions on Biomedical Engineering, vol.32, issue.3, pp.230-236, 1985. ,
DOI : 10.1109/TBME.1985.325532
Toward an affect-sensitive multimodal humancomputer interaction, Proceedings of the IEEE, pp.1370-1390, 2003. ,
A scalable FPGA architecture for non-linear SVM training, 2008 International Conference on Field-Programmable Technology, pp.337-340, 2008. ,
DOI : 10.1109/FPT.2008.4762412
A novel FPGA-based SVM classifier, 2010 International Conference on Field-Programmable Technology, pp.283-286, 2010. ,
DOI : 10.1109/FPT.2010.5681485
Pupil size variation as an indication of affective processing, International Journal of Human-Computer Studies, vol.59, issue.1-2, pp.185-198, 2003. ,
DOI : 10.1016/S1071-5819(03)00017-X
Real time ecg feature extraction and arrhythmia detection on a mobile platform, Int. J. Comput. Appl, issue.23, pp.4440-4485, 2012. ,
Hardware implementation of pan & tompkins qrs detection algorithm, Proceedings of the EMBEC05 Conference. Citeseer, 2005. ,
Pupil size, information overload, and performance differences, Psychophysiology, vol.11, issue.5, pp.559-566, 1974. ,
Modeling and Prediction of Human Behavior, Neural Computation, vol.83, issue.1, pp.229-242, 1999. ,
DOI : 10.1109/3468.553220
Toward machine emotional intelligence: Analysis of affective physiological state. Pattern Analysis and Machine Intelligence, IEEE Transactions on, vol.23, issue.10, pp.1175-1191, 2001. ,
12 fast training of support vector machines using sequential minimal optimization Advances in kernel methods, pp.185-208, 1999. ,
Real-Time Correction of Heart Interbeat Intervals, IEEE Transactions on Biomedical Engineering, vol.54, issue.5, pp.946-950, 2007. ,
DOI : 10.1109/TBME.2007.893491
Online stress detection using psychophysiological signals for implicit human-robot cooperation, Robotica, vol.20, issue.06, pp.673-685, 2002. ,
DOI : 10.1017/S0263574702004484
Nhtsa driver distraction research: Past, present, and future, Driver distraction internet forum, 2000. ,
Measurement of physiological stress, Proceedings of the IEEE 23rd Northeast Bioengineering Conference, pp.21-23, 1997. ,
DOI : 10.1109/NEBC.1997.594939
Heart on the road, Proceedings of the 1st International Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI '09, pp.99-106, 2009. ,
DOI : 10.1145/1620509.1620529
Panagiota Bougia, and Dimitrios I Fotiadis. Towards driver's state recognition on real driving conditions, International Journal of Vehicular Technology, 2011. ,
AmbientSense: A real-time ambient sound recognition system for smartphones, 2013 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), pp.230-235, 2013. ,
DOI : 10.1109/PerComW.2013.6529487
Voice stress analysis, International conference on text, speech and dialogue, pp.449-456, 2004. ,
An image multiresolution representation for lossless and lossy compression, IEEE Transactions on Image Processing, vol.5, issue.9, pp.1303-1310, 1996. ,
DOI : 10.1109/83.535842
Detection of acute stress by heart rate variability (hrv) using a prototype mobile ecg sensor, International Conference on Hybrid Information Technology (ICHiT/06), pp.453-459, 2006. ,
Friedhelm Schwenker, and Günther Palm. Emotion recognition from speech: Stress experiment, LREC, 2008. ,
The stress of life, 1956. ,
Objective measures, sensors and computational techniques for stress recognition and classification: A survey. Computer methods and programs in biomedicine, pp.1287-1301, 2012. ,
Recognizing Human Activities User-independently on Smartphones Based on Accelerometer Data, International Journal of Interactive Multimedia and Artificial Intelligence, vol.1, issue.5, pp.38-45, 2012. ,
DOI : 10.9781/ijimai.2012.155
Constraints for emotion specificity in fear and anger: The context counts, Psychophysiology, vol.38, issue.2, pp.275-291, 2001. ,
DOI : 10.1111/1469-8986.3820275
A fpga system for qrs complex detection based on integer wavelet transform, Measurement Science Review, vol.11, issue.4, pp.131-138, 2011. ,
Studies of interference in serial verbal reactions, Journal of experimental psychology, vol.18, issue.6, p.643, 1935. ,
Statistical learning theory, 1998. ,
Smartphone application for fault recognition, Sensing Technology (ICST), 2012 Sixth International Conference on, pp.1-6, 2012. ,
Performancebased and physiological measures of situational awareness, Aviation, Space, and Environmental Medicine, 1994. ,
Sensing stress: stress detection from physiological variables in controlled and uncontrolled conditions, 2014. ,
Voice monitoring to measure emotional load during short-term stress, European Journal of Applied Physiology, vol.87, issue.3, pp.278-282, 2002. ,
DOI : 10.1007/s00421-002-0625-1
A Novel Line Space Voting Method for Vanishing-Point Detection of General Road Images, Sensors, vol.32, issue.7, p.948, 2016. ,
DOI : 10.1109/TPAMI.2008.300
Effect of sensor fusion for recognition of emotional states using voice, face image and thermal image of face, Proceedings 9th IEEE International Workshop on Robot and Human Interactive Communication. IEEE RO-MAN 2000 (Cat. No.00TH8499), pp.178-183, 2000. ,
DOI : 10.1109/ROMAN.2000.892491
Audio-Visual Affect Recognition, IEEE Transactions on Multimedia, vol.9, issue.2, pp.424-428, 2007. ,
DOI : 10.1109/TMM.2006.886310
Stress recognition using non-invasive technology, FLAIRS Conference, pp.395-401, 2006. ,