Название: Academic Press Library in Signal Processing, Volume 6 : Image and Video Processing and Analysis and Computer Vision
Автор: Rama Chellappa, Sergios Theodoridis
Издательство: Academic Press
Год: 2018
Страниц: 459
Язык: английский
Формат: pdf (true)
Размер: 36.7 MB
The last 5 years, although in a historical perspective appear to be a short period, in the context of science, engineering, and technology were very dense in terms of results and ideas. The availability of massive data, which we refer to as Big Data, together with advances in Machine Learning and affordable GPUs, has opened up new areas and opportunities. In particular, the application of deep learning networks to problems such as face/object detection, object recognition, face verification/recognition has demonstrated superior performance that was not thought possible just a few years back. We are at a time when “caffe,” the software for implementing deep networks, is probably used more than FFT! We take comfort that the basic module in caffe is convolution, the basic building block of signal and image processing.