Overview
- Maximizes reader insights into local image description, both on classical methods and the state-of-the-art ones
- Broadens your understanding on the development of this area and supplies you the most promising new directions
- Reinforces basic principles with respect to designing robust and discriminative local image descriptors
- Explains how to use local image descriptors for various computer vision tasks
- Includes supplementary material: sn.pub/extras
Part of the book series: SpringerBriefs in Computer Science (BRIEFSCOMPUTER)
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (6 chapters)
Keywords
About this book
Authors and Affiliations
About the authors
Dr. Zhenhua Wang is a research fellow in the Rapid-Rich Object Search (ROSE) Lab, School of EEE, Nanyang Technological University, Singapore since 2014.8. He received his BS degree in software engineering from Sichuan University in 2008, and the PhD degree in pattern analysis and machine intelligence from the National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences. His research interests are in the fields of Computer Vision related topics, including feature detection, feature description, 3D reconstruction.
Prof. Fuchao Wu is a Professor in the National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences. Previously, he acted as a Lecturer and then as an Associate Professor in Anqing Teacher’s College from 1984 to 1994. From 1995 to 2000, he acted as a Professor in Anhui University. His research interests are now in computer vision, which includes multi-view geometry, 3D reconstruction, active vision, and image based modeling. He has published two books and over 100 papers in prestigious international journals and conferences such as IJCV, IEEE TPAMI, IEEE TIP, CVIU, PR, CVPR, ICCV, ECCV etc. He has received several honors and awards, including the Second Best Award of Natural Science of Anhui province in 2000.
Bibliographic Information
Book Title: Local Image Descriptor: Modern Approaches
Authors: Bin Fan, Zhenhua Wang, Fuchao Wu
Series Title: SpringerBriefs in Computer Science
DOI: https://doi.org/10.1007/978-3-662-49173-7
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Author(s) 2015
Softcover ISBN: 978-3-662-49171-3Published: 08 February 2016
eBook ISBN: 978-3-662-49173-7Published: 04 January 2016
Series ISSN: 2191-5768
Series E-ISSN: 2191-5776
Edition Number: 1
Number of Pages: XII, 99
Number of Illustrations: 26 b/w illustrations, 7 illustrations in colour
Topics: Image Processing and Computer Vision, Pattern Recognition, Artificial Intelligence