Lossless Compression of Mammographic Images by Chronological Sifting of Prediction Errors
Abbas Neekabadi, Shadrokh Samavi, Nader Karimi, Ebrahim Nasr-Esfahani, Seyed Ali Razavi, Shahram Shirani · 2007
Mammography is a low dose x-ray technique that's used to create an image of the breast. It is an efficient way for early detection of any cancerous changes and malignancy of lumps. Mammographic images are usually archived and in many cases are transferred on internet. Therefore, compression of these images has attracted the attention of many researchers. In this paper an efficient method is proposed for lossless compression of mammographic images. Gradual compression of prediction errors in an iterative manner is the basic idea of the proposed method. The simulation results were compared with standard image compression routines such as JPEG-LS, JPEG2000, JBIG and PNG. The superiority of the proposed method was shown for compression of mammographic images.