On Data Analysis and Modeling in Imaging Systems

Abstract

A new approach to data analysis and modeling of images and video information is introduced using a vector-quantization database. According to the proposed approach, data from previous images or frames of a video sequences is used to encode present frames based on similarity modeling. The results indicate an efficient handling and processing of the data, leading to significant savings in the required multimedia data with high quality of the perceived images.