Computer Vision Algorithms and Applications /

• Main Author: Szeliski, Richard (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London, 2011.
• Series: Texts in Computer Science,
• Subjects: Computer science.; Image processing.; Computer Science.; Image Processing and Computer Vision.

Humans perceive the three-dimensional structure of the world with apparent ease. However, despite all of the recent advances in computer vision research, the dream of having a computer interpret an image at the same level as a two-year old remains elusive. Why is computer vision such a challenging p...

Table of Contents:

• Introduction
• Image Formation
• Image Processing
• Feature Detection and Matching
• Segmentation
• Feature-based Alignment
• Structure from Motion
• Dense Motion Estimation
• Image Stitching
• Computational Photography
• Stereo Correspondence
• 3D Reconstruction
• Image-based Rendering
• Recognition.