Image Compression Using Back Propagation Neural Network

Neha Jaiswal

Abstract: Image compression technique is used to reduce the number of bits required in representing image, which helps to reduce the storage space and transmission cost. In the present research work back propagation neural network training algorithm has been used. Back propagation neural network algorithm helps to increase the performance of the system and to decrease the convergence time for the training of the neural network. The proposed scheme has been demonstrated through several experiments including cameraman and very promising results in compression as well as in reconstructed image over convectional neural network based technique.

Keywords: Neural Networks, Image Compression, Image Deompression, MATLAB