Signal and image processing for remote sensing [Elektronisk resurs] / [edited by] C. H. Chen.

• Part I Signal Processing for Remote Sensing -- Chapter 1 On the Normalized Hilbert Transform and Its Applications to Remote Sensing / Steven R. Long and Norden E. Huang -- Chapter 2 Nyquist Pulse-Based Empirical Mode Decomposition and Its Application to Remote Sensing Problems / Arnab Roy and John F. Doherty -- Chapter 3 Hydroacoustic Signal Classification Using Support Vector Machines / Matthias Tuma, Christian Igel, and Mark Prior -- Chapter 4 Huygens Construction and the Doppler Effect in Remote Detection / Enders A. Robinson -- Chapter 5 Compressed Remote Sensing / Jianwei Ma, A. Shaharyar Khwaja, and M. Yousuff Hussaini -- Chapter 6 Context-Dependent Classification: An Approach for Achieving Robust Remote Sensing Performance in Changing Conditions / Christopher R. Ratto, Kenneth D. Morton, Jr., Leslie M. Collins, and Peter A. Torrione -- Chapter 7 NMF and NTF for Sea Ice SAR Feature Extraction and Classification / Juha Karvonen -- Chapter 8 Relating Time Series of Meteorological and Remote Sensing Indices to Monitor Vegetation Moisture Dynamics / Jan Verbesselt, P. Jönsson, S. Lhermitte, I. Jonckheere, J. van Aardt, and P. Coppin -- Chapter 9 Use of a Prediction-Error Filter in Merging High- and Low-Resolution Images / Sang-Ho Yun and Howard Zebker -- Chapter 10 Hyperspectral Microwave Atmospheric Sounding Using Neural Networks / William J. Blackwell -- Chapter 11 Satellite Passive Millimeter-Wave Retrieval of Global Precipitation / Chinnawat “Pop” Surussavadee and David H. Staelin. 
• Part II Image Processing for Remote Sensing -- Chapter 12 On SAR Image Processing: From Focusing to Target Recognition / Kun-Shan Chen and Yu-Chang Tzeng -- Chapter 13 Polarimetric SAR Techniques for Remote Sensing of the Ocean Surface / Dale L. Schuler, Jong-Sen Lee, and Dayalan Kasilingam -- Chapter 14 An ISAR Technique for Refocusing Moving Targets in SAR Images / Marco Martorella, Elisa Giusti, Fabrizio Berizzi, Alessio Bacci, and Enzo Dalle Mese -- Chapter 15 Active Learning Methods in Classification of Remote Sensing Images / Lorenzo Bruzzone, Claudio Persello, and Begüm Demir -- Chapter 16 Crater Detection Based on Marked Point Processes / Giulia Troglio, Jon Atli Benediktsson, Gabriele Moser, and Sebastiano Bruno Serpico -- Chapter 17 Probability Density Function Estimation for Classification of High-Resolution SAR Images / Vladimir A. Krylov, Gabriele Moser, Sebastiano Bruno Serpico, and Josiane Zerubia -- Chapter 18 Random Forest Classification of Remote Sensing Data / Björn Waske, Jon Atli Benediktsson, and Johannes R. Sveinsson -- Chapter 19 Sparse Representation for Target Detection and Classification in Hyperspectral Imagery / Yi Chen, Trac D. Tran, and Nasser M. Nasrabdi -- Chapter 20 Integration of Full and Mixed Pixel Techniques to Obtain Thematic Maps with a Refined Resolution / Alberto Villa, Jon Atli Benediktsson, Jocelyn Chanussot, and Christian Jutten -- Chapter 21 Signal Subspace Identification in Hyperspectral Imagery / José M. P. Nascimento and José M. Bioucas-Dias -- Chapter 22 Image Classification and Object Detection Using Spatial Contextual Constraints / Selim Aksoy, R. Gökberk Cinbis, and H. Gökhan Akçay -- Chapter 23 Data Fusion for Remote-Sensing Applications / Anne H. S. Solberg -- Chapter 24 Image Fusion in Remote Sensing with the Steered Hermite Transform / Boris Escalante-Ramírez and Alejandra A. López-Caloca -- Chapter 25 Wavelet-Based Multi/Hyperspectral Image Restoration and Fusion / Paul Scheunders, Arno Duijster, and Yifan Zhang -- Chapter 26 Land Cover Estimation with Satellite Image Using Neural Network / Yuta Tsuchida, Michifumi Yoshioka, Sigeru Omatu, and Toru Fujinaka -- Chapter 27 Twenty-Five Years of Pansharpening: A Critical Review and New Developments / Bruno Aiazzi, Luciano Alparone, Stefano Baronti, Andrea Garzelli, and Massimo Selva. 

• Continuing in the footsteps of the pioneering first edition, Signal and Image Processing for Remote Sensing, Second Edition explores the most up-to-date signal and image processing methods for dealing with remote sensing problems. Although most data from satellites are in image form, signal processing can contribute significantly in extracting information from remotely sensed waveforms or time series data. This book combines both, providing a unique balance between the role of signal processing and image processing. Featuring contributions from worldwide experts, this book continues to emphasi 

Ämnesord

Bildanalys (datorbehandling)  (sao)

Fjärranalys  (sao)

Signalbehandling  (sao)

Databehandling  (sao)

Image processing. 

Signal processing. 

Remote sensing  -- Data processing.

Image analysis  (LCSH)

Data processing  (LCSH)

Remote sensing  (LCSH)

Signal processing  (LCSH)

Genre

Electronic books.  (LCSH)

Klassifikation

G70.4 .S535 2007 (LCC)

621.3678 (DDC)

Pab (kssb/8 (machine generated))