Advanced Computer Vision

by P.S. Jagadeesh Kumar, J. Tisa (Co-Author), J. Lepika

The goal of this book is to introduce computer vision, starting from basics and then turning to more modern deep learning models. The book covers both image and video recognition, including image classification and annotation, object recognition and image search, various object detection techniques, motion estimation, object tracking in video, human action recognition, and finally image stylization, editing, and new image generation. Students will learn how to build face recognition and manipulation system to understand the internal mechanics of this technology, probably the most renown and oftenly demonstrated in movies and TV-shows example of computer vision and AI.

341 pages, Hardcover

First published August 8, 2018