Mathematical analysis of wavelet-based multi-image compression in medical diagnostics

• DOI: 10.47974/jdmsc-1912
• Publication Date: 2024-04-15T06:05:03Z
• Authors: V. Dankan Gowda; Y. N. Sunitha; Sadashiva V. Chak...; K. D. V. Prasad; Parismita Sarma; Mirzanur Rahman
• Keywords: 0202 electrical engineering, electronic engineering, information engineering; 02 engineering and technology

Accurate diagnosis and well-informed treatment choices are only possible with the help of sophisticated medical imaging technology. The introduction digital methods has led to a dramatic rise in volume data associated images, which turn difficulties their storage, transmission, administration. It is crucial utilize effective image compression techniques address these challenges without compromising diagnostic integrity pictures. wavelet transform matured into potent method for striking good compromise between picture quality file size reduction while compressing. safe efficient transfer major concern today’s healthcare settings. In this academic investigation, we investigate how transform-based may be used enhance compression. proposed optimize ratios maintaining by making use transform’s multi-resolution frequency localization features. To unique given collections, various iterations investigated. Through series detailed tests involving several modalities, effectiveness technologies thoroughly evaluated, demonstrating achieving significant sacrificing clinical information.