December 2018
Intermediate to advanced
193 pages
6h 37m
English
Amit Adate and B. K. Tripathy*
Amit Adate, VIT University
*Corresponding author: B. K. Tripathy, VIT University
Abstract: Most techniques in image processing involve algorithms that are custom built and lack flexibility, making them different to the data being processed. In this chapter we elaborate upon various methodologies within the domain of image processing. We chronologically demonstrate the role of learning techniques involved in image super resolution, image upsampling, image quality assessment and parallel computing techniques. Further, an in-depth explanation is provided of the involvement of deep neural architectures as an impressive tool for solving multiple image processing problems. ...