Dirty coins require machine cleaning frequently. The variations in images obtained between new and old coins are also discussed. Coin recognition process has been divided into seven steps. * Acquire RGB Coin Image, Generate Pattern Averaged Image, Remove Shadow from Image, Crop and Trim the Image, Convert RGB Image to Gray scale, Generate Feature Vector and p ass it as, Input to Trained NN, Give Appropriate Result according, to the, Output of NN. In this project, we propose a method to design a neural network(NN). And also, in order to demonstrate the effectiveness of the proposed scheme, we apply the proposed scheme to coin recognition. In general, as a problem becomes complex and large-scale, the number of operations increases and hard-ware implementation to real systems using NNs becomes difficult. Therefore, we propose the method which makes a small-sized NN system to achieve a cost reduction and to simplify hardware implementation to the real machines.
Image Processing, MATLAB, Mathworks, Linpack, Neural Network, Neurofuzzy, Classifier, SVM, Ann, Recognition, Classification, Matching, Optimization, Decision Making, Computer vision, Image Acquistion, Soft Computing
Matlab Basics and Image Processing And GUI Development
Image processing usually refers to digital image processing, but optical and analog also are possible. image processing is any form of signal processing for which the input is an image, such as a photograph or video frame; the output of image processing may be either an image or a set of characteristics or parameters related to the image. MATLAB allows you to deal easily with images and video, audio then any other software. Graphical user interface (GUI) is an application provided by MATLAB, with help of which bank end and front end work is simplified. It is a graphical interface between the user and the coder. Algorithm development is central to image processing and computer vision because each situation is unique, and good solutions require multiple design iterations. GUI provides a comprehensive environment to gain insight into your image and video data, develop algorithms, and explore implementation tradeoffs. It is having easy introduction to images. It is used in form making, pRead More