New book - Advances in Heuristic Signal Processing and Applications
Forum 'Annonces' - Sujet créé le 2013-09-02
Advances in Heuristic Signal Processing and Applications
Amitava Chatterjee, Hadi Nobahari and Patrick Siarry (Eds)
SPRINGER
ISBN 978-3-642-37879-9. July 2013.
387 pp. Hardcover.
http://www.springer.com/computer/ai/book/978-3-642-37879-9
There have been significant developments in the design and application of algorithms for both one-dimensional signal processing and multidimensional signal processing, namely image and video processing, with the recent focus changing from a step-by-step procedure of designing the algorithm first and following up with in-depth analysis and
performance improvement to instead applying heuristic-based methods to solve signal processing problems.
In this book the contributing authors demonstrate both general-purpose algorithms and those aimed at solving specialized application problems, with a special emphasis on heuristic iterative optimization methods employing modern evolutionary and swarm intelligence based techniques. The applications considered are in domains such as
communications engineering, estimation and tracking, digital filter design, wireless sensor networks, bioelectric signal classification, image denoising, and image feature tracking.
The book presents interesting, state-of-the-art methodologies for solving real-world problems and it is a suitable reference for researchers and engineers in the areas of heuristics and signal processing.
Written for:
Engineers, researchers and graduate students in computer science and fields related to heuristics and signal processing.
Keywords:
Signal processing - image processing - heuristics - swarm intelligence - evolutionary algorithms - optimization.
Amitava Chatterjee, Hadi Nobahari and Patrick Siarry (Eds)
SPRINGER
ISBN 978-3-642-37879-9. July 2013.
387 pp. Hardcover.
http://www.springer.com/computer/ai/book/978-3-642-37879-9
There have been significant developments in the design and application of algorithms for both one-dimensional signal processing and multidimensional signal processing, namely image and video processing, with the recent focus changing from a step-by-step procedure of designing the algorithm first and following up with in-depth analysis and
performance improvement to instead applying heuristic-based methods to solve signal processing problems.
In this book the contributing authors demonstrate both general-purpose algorithms and those aimed at solving specialized application problems, with a special emphasis on heuristic iterative optimization methods employing modern evolutionary and swarm intelligence based techniques. The applications considered are in domains such as
communications engineering, estimation and tracking, digital filter design, wireless sensor networks, bioelectric signal classification, image denoising, and image feature tracking.
The book presents interesting, state-of-the-art methodologies for solving real-world problems and it is a suitable reference for researchers and engineers in the areas of heuristics and signal processing.
Written for:
Engineers, researchers and graduate students in computer science and fields related to heuristics and signal processing.
Keywords:
Signal processing - image processing - heuristics - swarm intelligence - evolutionary algorithms - optimization.