Hyperspectral data compression / edited by Giovanni Motta, Francesco Rizzo, James A. Storer.

Format:

Book

Contributor:

Motta, Giovanni.

Rizzo, Francesco.

Storer, James A. (James Andrew), 1953-

Language:

English

Subjects (All):

Image compression.

Remote sensing.

Multispectral imaging.

Physical Description:

xi, 417 pages : illustrations ; 25 cm

Place of Publication:

New York : Springer Science+Business Media, [2006]

Summary:

Hyperspectral Data Compression presents the most recent results in the field of compression of remote sensing 3D data, with a focus on multispectral and hyperspectral imagery. This book is essential for researchers working across related fields including: multi-dimensional data compression, multispectral and hyperspectral data archives, remote sensing, scientific image processing, military and aerospace image processing, image segmentation, image classification, and target detection.

Contents:

Chapter 1 "An Architecture for the Compression of Hyperspectral Imagery" / Mark R. Pickering, Michael J. Ryan 1

Chapter 2 "Lossless Predictive Compression of Hyperspectral Images" / Honqiang Wang, Khalid Sayood 35

Chapter 3 "Lossless Hyperspectral Image Compression via Linear Prediction" / Jarno Mielikainen, Pekka Toivanen 57

Chapter 4 "Lossless Compression of Ultraspectral Sounder Data" / Bormin Huang, Alok Ahuja, Hung-Lung Huang 75

Chapter 5 "Locally Optimal Partitioned Vector Quantization of Hyperspectral Data" / Giovanni Motta, Francesco Rizzo, James A. Storer 107

Chapter 6 "Near-Lossless Compression of Hyperspectral Imagery Through Crisp/Fuzzy Adaptive DPCM" / Bruno Aiazzi, Luciano Alparone, Stefano Baronti, Cinzia Lastri, Leonardo Santurri 147

Chapter 7 "Joint Classification and Compression of Hyperspectral Images" / Gregoire Mercier, Marc Lennon 179

Chapter 8 "Predictive Coding of Hyperspectral Images" / Agnieszka Miguel, Richard Ladner, Eve Riskin, Scott Hauck, Dane Barney, Amanda Askew, Alexander Chang 197

Chapter 9 "Coding of Hyperspectral Imagery with Trellis-Coded Quantization" / Glen P. Abousleman 233

Chapter 10 "Three-Dimensional Wavelet-Based Compression of Hyperspectral Images" / Xiaoli Tang, William A. Pearlman 273

Chapter 11 "Spectral/Spatial Hyperspectral Image Compression" / Bharath Ramakrishna, Antonio J. Plaza, Chein-I Chang, Hsuan Ren, Qian Du, Chein-Chi Chang 309

Chapter 12 "Compression of Earth Science Data with JPEG2000" / Prajit Kulkarni, Ali Bilgin, Michael W. Marcellin, Joseph C, Dagher, James H. Kasner, Thomas J. Flohr, Janet C. Rountree 347

Chapter 13 "Spectral Ringing Artifacts in Hyperspectral Image Data Compression" / Mattew Klimesh, Aaron Kiely, Hua Xie, Nazeeh Aranki 379.

Notes:

Includes bibliographical references and index.

ISBN:

0387285792

0387286004

OCLC:

61303503