High Performance Computing in Remote Sensing - Brossura

Brossura

ISBN 10: 0367388472 ISBN 13: 9780367388478

Casa editrice: Routledge, 2019

Riassunto

Solutions for Time-Critical Remote Sensing Applications

The recent use of latest-generation sensors in airborne and satellite platforms is producing a nearly continual stream of high-dimensional data, which, in turn, is creating new processing challenges. To address the computational requirements of time-critical applications, researchers have begun incorporating high performance computing (HPC) models in remote sensing missions. High Performance Computing in Remote Sensing is one of the first volumes to explore state-of-the-art HPC techniques in the context of remote sensing problems. It focuses on the computational complexity of algorithms that are designed for parallel computing and processing.

A Diverse Collection of Parallel Computing Techniques and Architectures

The book first addresses key computing concepts and developments in remote sensing. It also covers application areas not necessarily related to remote sensing, such as multimedia and video processing. Each subsequent chapter illustrates a specific parallel computing paradigm, including multiprocessor (cluster-based) systems, large-scale and heterogeneous networks of computers, grid computing platforms, and specialized hardware architectures for remotely sensed data analysis and interpretation.

An Interdisciplinary Forum to Encourage Novel Ideas

The extensive reviews of current and future developments combined with thoughtful perspectives on the potential challenges of adapting HPC paradigms to remote sensing problems will undoubtedly foster collaboration and development among many fields.

Su questo libro

Informazioni sull'autore

Antonio J. Plaza, Chein-I Chang

Dalla quarta di copertina

One of the first volumes to explore state-of-the-art HPC techniques in the context of remote sensing problems, this book focuses on the computational complexity of algorithms that are designed for parallel computing and processing. It addresses key computing concepts and developments in remote sensing and covers application areas not necessarily related to remote sensing, such as multimedia and video processing. Each chapter illustrates a specific parallel computing paradigm, including multiprocessor (cluster-based) systems, large-scale and heterogeneous networks of computers, grid computing platforms, and specialized hardware architectures for remotely sensed data analysis and interpretation.

Dettagli dell'edizione

• Editore: Routledge
• Data di pubblicazione: 2019
• Lingua: Inglese
• ISBN 10: 0367388472
• ISBN 13: 9780367388478
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 496
• Redattore: Plaza Antonio J., Chang Chein-I
• Contatto del produttore: Taylor and Francis, GPSR Taylor and Francis; gpsr@taylorandfrancis.com; ; Taylor & Francis Verlag GmbH, Kaufingerstraße 24; München; 80331; Germania