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Research On Driving Behavior Based On Emotional Computing

Posted on:2015-03-16Degree:MasterType:Thesis
Country:ChinaCandidate:Q W LinFull Text:PDF
GTID:2252330428497123Subject:Mechanical engineering
Abstract/Summary:PDF Full Text Request
Artificial Emotional Computing as an emerging technology in a representative of a discipline, we propose to melt into human-computer interaction technology applications, conduct applied research on human mental and emotional calculate car driving behavior, thus preventing aggressive driving and other bad driving behavior, will promote the development of safe driving.The paper is divided into five chapters. The first chapter introduces the concept of human emotions, expounded at home and abroad for research projects in the mood to calculate the status quo and development trend, explores several methods on emotion recognition, including recognition from the physiological aspects of voice identification and facial expression recognition.Chapter2analyzes the driving behavior, especially aggressive driving behavior under anger, and were working to analyze the causes of aggressive driving behavior from physiological, psychological, personality factors and social factors of the driver’s environment, and proposed based on vehicle operating status monitoring method based on emotion and driving characteristics of the driver.Chapter3integrated different types of driving factors, including operating the accelerator and brake pedal, steering wheel rotation frequency, switching lights and siren frequency index evaluation frequency and other factors, the use of Matlab established a BP neural network model and design parameters on the weights and thresholds for training.Chapter4, starting from the image processing to identify a driver’s face, with a median filter, histogram equalization, image corrosion and location tracking algorithms, such as swelling of face images using Adaboost cascade classifier trained to locate human eye, with ASM and AAM extract facial expression, boldly proposed the concept of driving and driving calm tension degree.Chapter5, experimental testing program designed for driving and driving calm tension degrees were modeled and fitted using matlab programming and mathematical functions tension driving driving calm degree, and eventually got a mathematical formula to drive sentiment.
Keywords/Search Tags:Driving behavior, emotional computing, machine vision, integration ofcomputing
PDF Full Text Request
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