Title :
Affective states asessment system based on heart rate and facial expressions using LabVIEW
Author :
Kiryukhin, Anton ; Aleksey, Alpatov
Author_Institution :
Dept. of Biomed. & Semicond. Electron., State Radio Eng. Univ., Ryazan, Russia
Abstract :
The purpose of this article consists in development of the system for affective states assessment, according to pulsometry and facial expressions of the men. The system design comprises the problem of the hardware realization of signal detection block, data recording and analysis. The advantages of LabVIEW are well observed in terms of the synchronous recording and analysis of the different types of signals, such as pulse and video. The sequence of virtual instrument construction for recording the pulse wave using a DAQ device NI USB-6008 is presented in detail. Much attention is given to the use of libraries and functions for operating with video images. The features of the window method for the analysis of heart rate variability using fluctuation analysis are briefly described. The patterns of the block diagrams design and the peculiarities of the specific libraries and functions usage are given. This article is the concern of the physicians, engineers of medical equipment and specialists occupied in the areas of human activity where the information about the men´s emotional state increases the work safety.
Keywords :
cardiology; emotion recognition; video signal processing; virtual instrumentation; DAQ device NI USB-6008; LabVIEW; affective states assessment system; block diagrams design; data analysis; data recording; facial expressions; fluctuation analysis; heart rate; human activity; pulse wave recording; pulsometry; signal detection block; video images; virtual instrument construction; window method; Cameras; Data acquisition; Hardware; Heart rate; Instruments; Nickel; Physiology; IMAQ-functions; LabVIEW; VLC-player; affective state; block diagram; data acquisition; heart rate variability; pulse; video facial; virtual instrument;
Conference_Titel :
Control and Communications (SIBCON), 2015 International Siberian Conference on
Conference_Location :
Omsk
Print_ISBN :
978-1-4799-7102-2
DOI :
10.1109/SIBCON.2015.7147321