Emotion Detector
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2020, Vol 5, Issue 1
Abstract
This project is a method of recognition in real time that traces the human mood itself and to map out the human behaviour traits with their physiological features. Recognition of emotion is the phase of human emotion identification. In recognising the emotions of others, people vary widely in their precision. Usage of this technology is to help people with emotion recognition is a relatively nascent research area. In general, if several modalities are used in connection, the technology performs better. Most work has been performed to date to automate the identification of video facial expressions, audio spoken expressions, written text expressions, and physiology as measured by wearables. A real time recognition framework was built in this project that traces the very mood of the individual using some of the libraries such as Keras, OpenCV, Tensor flow, SciPy, The Python Alternative To Matlab, etc. HOF and SVM were used to tackle the problem of recognition. At each point, optical flows calculate the rotation between two frames relative to an observer. For image recognition, the Deep Convolutional Neural Networks were used. It was concluded that the application of the proposed strategy was accurate and effective. Ashish Jobson | Dr. A. Rengarajan "Emotion Detector" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-1 , December 2020, URL: https://www.ijtsrd.com/papers/ijtsrd38245.pdf Paper URL : https://www.ijtsrd.com/computer-science/artificial-intelligence/38245/emotion-detector/ashish-jobson
Authors and Affiliations
Ashish Jobson | Dr. A. Rengarajan
Keywords
Related Articles
- EP ID EP692420
- DOI -
- Views 121
- Downloads 0
Examining the Impact of the Slate and Stylus as the Lone Response Accommodation on the Academic Achievement of Candidates with Visual Impairment (VI) in the General Certificate of Education
The assessment of learners with disabilities in high stakes examinations has always been a weak link in all inclusive practices. This is even more a confounding challenge in countries that do not have a long history of i...
Analysis of Technological Schemes for Producing Bars by Forging on Radial Crimping Machines
This article examines the analysis of technological schemes for the production of rods by forging on radial swaging machines that allows you to select the structural material and geometric dimensions of the workpiece and...
Wireless Student Attendance System using Fingerprint Sensor
Nowadays accurate personal identification is becoming more and more important. Usual means smart cards, passwords… have shown their limits. Currently fingerprint recognition is the most widely used technique for person...
A Study to Assess the Effectiveness of Information Booklet on Knowledge Regarding HIV Infection among Auto Rickshaw Drivers at Selected Areas of Lucknow
Wireless sensor networks are attracting more and more coverage. A number of surveillance, regulation, and tracking systems have been developed for different scenarios in recent years. Wireless Sensor Network WSN is an em...
IoT based Automated petrol system
Current days fuel stations are operated manually. These fuel pumps are time- consuming and require more man-power. To place fuel stations in distant area it very costly to provide excellent facility to the consumers All...