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Optical Remote Sensing
Saurabh Prasad
Lori M. Bruce
Jocelyn Chanussot
其他書名
Advances in Signal Processing and Exploitation Techniques
出版
Springer Berlin Heidelberg
, 2011-04-07
主題
Technology & Engineering / Electronics / General
Computers / Artificial Intelligence / Computer Vision & Pattern Recognition
Technology & Engineering / Microwaves
Technology & Engineering / Imaging Systems
Computers / Optical Data Processing
ISBN
3642142133
9783642142130
URL
http://books.google.com.hk/books?id=mckOswEACAAJ&hl=&source=gbs_api
註釋
Optical remote sensing relies on exploiting multispectral and hyper spectral imagery possessing high spatial and spectral resolutions respectively. These modalities, although useful for most remote sensing tasks, often present challenges that must be addressed for their effective exploitation. This book presents current state-of-the-art algorithms that address the following key challenges encountered in representation and analysis of such optical remotely sensed data. Challenges in pre-processing images, storing and representing high dimensional data, fusing different sensor modalities, pattern classification and target recognition, visualization of high dimensional imagery.