Facial Emotion Expressions Recognition with Brain Activites Using Kinect Sensor V2

نویسنده

  • Florica Moldoveanu
چکیده

One of the important non-verbal human communication along with other form like postures and gestures, is emotional facial expression. Facial expression, carries a huge amount of information which represent the emotional feelings of humanity, and by observing people’s facial expressions with its cunning and moment movements can help us to understand what the face tell us because its reflect an immediate indicator of affective dispositions in other people. All the action and the reaction in the human body is controlled by the brain, and because of the major emotional significance of facial expression, many studies have used emotional faces to identify neural substrates of emotional processing. These studies have found that brain areas generally involved in the processing of emotional information are also activated during the processing of facial emotion. Microsoft company provides a new device technology for image and video acquisition with great high resolution for capturing the facial expressions, this device helps us to analyze and recognize the true facial emotions in real time, also it can be useful in many real time applications and fields, like airports, security, hospitals (patient monitoring), law enforcement, trading (the feeling for customer's about a product), sport training, and others. In this paper, we present an approach to analyze and recognize the emotional facial expressions with brain activities for a patient through Microsoft Kinect for Windows sensor V2 device with its face tracking SDK to get the features in the face by using visual Studio 2013 (C++) and Matlab 2015 to recognize

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Real Time Facial Emotion Recognition using Kinect V2 Sensor

The emotional facial expression is an important element in human communication, along with other forms of non-verbal communication, such as gestures and postures. The human facial expression, with its cunning and moment movements, carries an amazing amount of information that can reflect emotional feelings. Observing people’s facial expressions can help a person understand their emotions. The n...

متن کامل

Conceiving Human Interaction by Visualising Depth Data of Head Pose Changes and Emotion Recognition via Facial Expressions

Affective computing in general and human activity and intention analysis in particular, is a rapidly growing field of research. Head pose and emotion changes, present serious challenges when applied to player’s training and ludology 1 experience in serious games or analysis of customer satisfaction regarding broadcast and web services or monitoring a driver’s attention. Given the increasing pro...

متن کامل

Bringing Depth Data Alive: Conceive Human Intention through Web Visualisations of Head Pose and Emotion Changes

Affective computing in general and human activity and intention analysis in particular, is a rapidly growing field of research. Head pose and emotion changes, present serious challenges when applied to player’s training and ludology 1 experience in serious games or analysis of customer satisfaction regarding broadcast and web services or monitoring a driver’s attention. Given the increasing pro...

متن کامل

Intelligent emotion recognition from facial and whole-body expressions using adaptive ensemble models

Automatic emotion recognition has been widely studied and applied to various computer vision tasks (e.g. health monitoring, driver state surveillance, personalized learning, and security monitoring). With the great potential provided by current advanced 3D scanners technology (e.g. the Kinect), we shed light on robust emotion recognition based one users’ facial and whole-body expressions. As re...

متن کامل

Educational Facial Emotion Recognition in Children With Autism Spectrum Disorder: A Clinical Trial Study

Objective: The disability to recognize facial emotions is one of the behavioral problems in autistic children. This study was designed to evaluate the effect of education on the promotion of face recognition. Methods: This single-blind clinical trial study was conducted on children with autism. The participants were allocated with random sampling to the two groups. Autistic children in the int...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015