Medical Image Compression using Wavelet Decomposition for Prediction Method

Details Medical Image Compression using Wavelet Decomposition for Prediction Method Medical Image Compression using Wavelet Decomposition for Prediction Method

2010-02-11

arxiv.org/abs/1002.2418v1

International Journal of Computer Science and Information Security, IJCSIS, Vol. 7, No. 1, pp. 262-265, January 2010, USA

Computer Science

Computer Vision and Pattern Recognition

IEEE format, International Journal of Computer Science and Information Security, IJCSIS January 2010, ISSN 1947 5500, http:/

Scientific paper

In this paper offers a simple and lossless compression method for compression of medical images. Method is based on wavelet decomposition of the medical images followed by the correlation analysis of coefficients. The correlation analyses are the basis of prediction equation for each sub band. Predictor variable selection is performed through coefficient graphic method to avoid multicollinearity problem and to achieve high prediction accuracy and compression rate. The method is applied on MRI and CT images. Results show that the proposed approach gives a high compression rate for MRI and CT images comparing with state of the art methods.

Affiliated with

Also associated with

No associations

Rating

Medical Image Compression using Wavelet Decomposition for Prediction Method does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Medical Image Compression using Wavelet Decomposition for Prediction Method, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Medical Image Compression using Wavelet Decomposition for Prediction Method will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-418986