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Adaptive image processing is one of the most important techniques in visual information processing, especially in early vision such as image restoration, filtering, enhancement, and segmentation. While existing books present some important aspects of the issue, there is not a single book that treats this problem from a viewpoint that is directly linked to human perception - until now. This reference treats adaptive image processing from a computational intelligence viewpoint, systematically and successfully, from theory to applications, using the synergies of neural networks, fuzzy logic, and evolutionary computation. Based on the fundamentals of human perception, this book gives a detailed account of computational intelligence methods and algorithms for adaptive image processing in regularization, edge detection, and early vision.Adaptive Image Processing: A Computational Intelligence Perspective consists of 8 chapters:Chapter 1 - Provides material of an introductory nature to describe the basic concepts and current state-of-the-art in the field of computational intelligence for image restoration and edge detectionChapter 2 - Gives a mathematical description of the restoration problem from the neural network perspective, and describes current algorithms based on this methodChapter 3 - Extends the algorithm presented in chapter 2 to implement adaptive constraint restoration methods for both spatially invariant and spatially variant degradationsChapter 4 - Utilizes a perceptually motivated image error measure to introduce novel restoration algorithmsChapter 5 - Examines how model-based neural networks can be used to solve image restoration problemsChapter 6 - Probes image restoration algorithms, making use of the principles of evolutionary computationChapter 7 - Explores the difficult concept of image restoration when insufficient knowledge of the degrading function is availableChapter 8 - Studies the subject of edge detection and characterization using model-based neural networksThe first to treat adaptive image processing from a computational intelligence perspective, this work provides an excellent reference in RD practice to researchers and IT technologists, is most suitable for teaching image processing and applied neural network courses, and will be of equal value for technical managers and executives in industries where intelligent visual information processing is required. Current Issue International Journal of Pharmacy and ... International Journal of Pharmacy and Technology (IJPT) is an intentional online Journal in English quarterly publishing journal. This Journal publish original ... Publications Page - Cambridge Machine Learning Group [ full BibTeX file] 2017. Jan-Peter Calliess. Lipschitz optimisation for Lipschitz interpolation. In 2017 American Control Conference (ACC 2017) Seattle WA USA ... Embodied cognition - Wikipedia One embodied cognition study shows that action intention can affect processing in visual search with more orientation errors for pointing than for grasping ... ICBDACI 2017 Computational Intelligence . Fuzzy Logic Non-standard fuzzy sets Granular computing Computing with words Aggregation/fusion Fuzzy sets and statistics Publications - ImageNet Citations and publications Presentation and Slides. L. Fei-Fei and O. Russakovsky Analysis of Large-Scale Visual Recognition Bay Area Vision Meeting October 2013 ... Robotics Institute: Courses Course schedules; The schedule for current and upcoming Robotics courses is maintained at the University level. Choose "Search By Department" and select Robotics. Artificial intelligence - Wikipedia Artificial intelligence (AI) is intelligence exhibited by machines. In computer science the field of AI research defines itself as the study of "intelligent agents ... Comparison of Multiobjective Evolutionary Algorithms ... In this paper we provide a systematic comparison of various evolutionary approaches to multiobjective optimization using six carefully chosen test functions. Each ... Computer Vision Source Code - CMU Computer Science List of software libraries and toolkits for image processing. Books IGI Global Publish with IGI Global Share your research as a full book chapter or article Research Videos Learn more about IGI Global's research videos Newsroom Latest news ...
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