×

Uh-oh, it looks like your Internet Explorer is out of date.

For a better shopping experience, please upgrade now.

Robust And Efficient 3-D Optical Flow Computing Framework
     

Robust And Efficient 3-D Optical Flow Computing Framework

5.0 1
by Chang-Ming Tsai
 
This book presents a framework that improves the robustness and accuracy in computing dense optical-flow fields. We propose a global formulation with a regularization term that can handle the 3D
flow patterns, such as rotation, zoom, and their combinations,
induced by a 3D rigid-body motion.

The movitation of this book is that the traditional optical flow

Overview

This book presents a framework that improves the robustness and accuracy in computing dense optical-flow fields. We propose a global formulation with a regularization term that can handle the 3D
flow patterns, such as rotation, zoom, and their combinations,
induced by a 3D rigid-body motion.

The movitation of this book is that the traditional optical flow regularizers incorrectly penalize the above 3D flow patterns and result in biased estimates. Hence, the purpose of this work is to derive a new suite of regularization expressions that treat all valid flow patterns resulting from a 3D rigid-body motion equally, without unfairly penalizing any of them.

Furthermore, we develop a framework of optical flow computation and flow model inference method. The proposed framework can fully utilize the power of the proposed
3D rigid body motion regularizers. The proposed framework is well suited for implementing real-time and high accuracy image and video processing applications.

Product Details

ISBN-13:
9783639173000
Publisher:
VDM Verlag
Publication date:
07/05/2009
Pages:
152
Product dimensions:
0.35(w) x 6.00(h) x 9.00(d)

Customer Reviews

Average Review:

Post to your social network

     

Most Helpful Customer Reviews

See all customer reviews

Robust And Efficient 3-D Optical Flow Computing Framework 5 out of 5 based on 0 ratings. 1 reviews.
Anonymous More than 1 year ago