Computer Vision: Detection, Recognition and Reconstruction

By Giovanni Maria Farinella, Roberto Cipolla, Sebastiano Battiato

Book Overview

Is Human Vision Any Good?.- Knowing a Good Feature When You See It: Ground Truth and Methodology to Evaluate Local Features for Recognition.- Dynamic Graph Cuts and Their Applications in Computer Vision.- Discriminative Graphical Models for Context-Based Classification.- From the Subspace Methods to the Mutual Subspace Method.- What, Where and Who? Telling the Story of an Image by Activity Classification, Scene Recognition and Object Categorization.- Semantic Texton Forests.- Multi-view Object Categorization and Pose Estimation.- A Vision-Based Remote Control.- Multi-view Multi-object Detection and Tracking.- Shape from Photographs: A Multi-view Stereo Pipeline.- Practical 3D Reconstruction Based on Photometric Stereo.

• Format: Paperback
• Language: English
• ISBN: 3662505568
• ISBN13: 9783662505564
• Release Date: August 2016
• Publisher: Springer
• Length: 350 Pages
• Weight: 1.16 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"