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Applied Soft Computing Techniques
Soft computing techniques have the ability to handle complex, uncertain, and imprecise information to create usable solutions to convoluted problems, or those just too time-consuming to solve with current hardware. This new book details the use and applications of soft computing technology in several fields, exploring the use of these techniques in biomedical applications, communication technologies, data analytics and applications, image processing, and natural language processing. The chapters in the section on biomedical applications explore soft computing techniques for cancer data analysis, depression and mental health analysis, heart disease detection, etc. The editors go on to discuss soft computing in communication systems, looking at graphs, design processes, and mapping techniques, as well as the integration of IoT devices, drone technology, etc. The volume also details how soft computing methodologies can assist in tackling the obstacles associated with signal processing, network optimization, quality of service, and beyond. Several chapters discuss the use of soft computing techniques in data compression, handling of large-scaled heterogenous databases, visualization techniques, etc. Applications of soft computing in image processing are also discussed and cover human face recognition, casualty detection, traffic sign recognition, and predicting soil features using satellite imagery. Soft computing techniques in natural language processing consider text-to-speech signal conversion, NLP and speech recognition, speech emotion recognition, and more. This volume will help to facilitate the amalgamation of theoretical principles and practical applications, bringing forth possible solutions to complex problems in various domains. The book is a welcome resource for researchers, students, professionals, and even for individuals looking for knowledge on soft computing. Applied Soft Computing Techniques: Theoretical Principles and Practical Applications will help to facilitate the amalgamation of theoretical principles and practical applications, bringing forth possible solutions to complex problems in various domains. The book is a welcome resource for researchers, students, professionals, and even for individuals looking for knowledge on soft computing.
Digital Image Quality in Medicine
Author: Oleg S. Pianykh
language: en
Publisher: Springer Science & Business Media
Release Date: 2013-10-21
Making a good diagnostic image is only the beginning; keeping it good and diagnostically sound is a much more difficult proposition, one that is often neglected or forgotten by clinical practitioners. With anything digital, the assumption of persistent original quality opens a Pandora’s box of medical fiascos. Poorly selected image interpolation, thoughtlessly used compression, confused image enhancement options and the like can transform a good original into a useless clutter of pixels. This book is dedicated to learning better options. Intended for physicians, clinical practitioners and applications specialists, it provides a well-rounded introduction to meaningful diagnostic image housekeeping. The book presents the most important aspects of safe digital image workflows, starting from the basic practical implications and gradually uncovering the underlying concepts and algorithms. With an easy-to-follow, down-to-earth presentation style, the text helps you to optimize your diagnostic imaging projects and connect the dots of medical informatics.
Guide to Computer Animation
Any questions you have about 2D or 3D animation in this new digital age are answered in this comprehensive guide for all budding digital animators, games artists and media production students. It is lavishly illustrated with inspirational colour throughout to show you what you can achieve. Whether you want to create moving digital imagery for TV, computer games, or new media you need to understand the production and creative processes, the constraints of each and how they fit together. Ensure you have all you need at your fingertips to compete in this fast-moving arena with this unique book and web package. www.guide2computeranimation.com provides the moving imagery outcomes of some of the animation discussed in the case studies chapter, where top FrameStore-CRC and 3 Ring Circus creatives give you their invaluable behind the scenes perspectives. In addition there are non-software specific 3D tutorials and direct links to a comprehensive range of related websites with further downloadable resources to make sure you stay up-to-date. Marcia Kuperberg is Deputy Head of the School of Media, Arts & Technology, West Herts College, UK. Contributions are also included from Martin Bowman, Rob Manton and Alan Peacock.