Face expression recognition using Scaled-conjugate gradient Back-Propagation algorithm
Journal Title: International Journal of Modern Engineering Research (IJMER) - Year 2013, Vol 3, Issue 4
Abstract
Since decades, face recognition has become an active area of research in computer vision and psychology. The rapid developments of face recognition are being fueled by numerous advances in computer vision. An ongoing challenge in this field is to design an effective human-computer interaction (HCII). In this paper we will study the latest work done that has been done in the field of facial expression recognition and analysis. In our work we have recognized six different expressions using Cohn-kanade database and system is trained using scaled conjugate gradient back-propagation algorithm. In proposed methodology we have used MATLAB’s computer vision toolbox for face detection & cropping the images and neural network toolbox. In our work we have achieved 100% training accuracy and 87.2% overall testing accuracy of six different expressions
Authors and Affiliations
Harish Dogra
Keywords
Related Articles
- EP ID EP135896
- DOI -
- Views 101
- Downloads 0
Power Management in Optimized Link State Routing (OLSR) Protocol
Abstract: In most pioneering topics in computer communications is wireless networking. One area in wireless networking is mobile ad hoc networking. The concept of mobile ad hoc networking is based on the fact that...
Content Extraction with text mining using natural language processing for anatomy based topic summarization
Abstract: Inorder to get exact content for the web browsers when searching for some information we have combined two methods together.The first method is text mining using natural language processing and parse tree...
A Review on Factors Affecting the Sheet Metal Blanking Process
Metal blanking is a widely used process in high volume production of sheet metal components. The main objective of this paper is to present the study model to predict the shape of the cut side. The study invest...
Effect of Cryogenic Treatment on Mechanical Properties of Cold Work Tool Steels
Abstract: In this paper effect of cryogenic treatment on mechanical properties of cold work tool steels at various combination of heat treatment cycle (process sequence) are studied. The material selected for these...
Heavy Metals in Irrigated Crops along Tatsawarki River in Kano, Nigeria
Surface and ground irrigation water samples were collected from the three different farmlands along the Tatsawarki River. Control surface and ground water samples were collected from farmlands located away from awa...