Region of Interest Based Lossless and near Lossless Image Compression

Image compression is a method through which we can reduce the storage space of images, videos which will helpful to increase storage and transmission process's performance. In image compression, we do not only concentrate on reducing size but also concentrate on doing it without losing quality and information of image. Image compression may be lossy and lossless. In lossless compression the exact original data to be reconstructed from the compressed data. Lossless is in contrast to lossy data compression, which only allows constructing an approximation of the original data, in exchange for better compression rates. This research is about the image compression based upon the wavelet compressions, and use both lossless and near lossless compression. In this research a Fuzzy Measure based classifiers are specified to classify image dataset for image compression.