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Bayesian Reasoning and Machine Learning
Cambridge University Press 2012; US$ 72.00A practical introduction perfect for final-year undergraduate and graduate students without a solid background in linear algebra and calculus. more...
The Making of a Neuromorphic Visual System
Springer 2005; US$ 129.99The reader is presented an approach to the construction of a visual system, which is behaviorally, computationally and neurally motivated. The central goal is to characterize the process of visual categorization and to find a suitable representation format that can successfully deal with the structural variability existent within visual categories.... more...
Symbol Spotting in Digital Libraries
Springer 2010; US$ 79.99The specific problem of symbol recognition in graphical documents requires additional techniques to those developed for character recognition. The most well-known obstacle is the so-called Sayre paradox: correct recognition requires good segmentation, yet improvement in segmentation is achieved using information provided by the recognition process.... more...
Machine Learning
Springer 2008; US$ 139.99Machine Learning - Modeling Data Locally and Globally presents a novel and unified theory that tries to seamlessly integrate different algorithms. Specifically, the book distinguishes the inner nature of machine learning algorithms as either "local learning"or "global learning."This theory not only connects previous machine learning... more...
Sequence Comparison
Springer 2008; US$ 94.99Biomolecular sequence comparison is the origin of bioinformatics. This book covers the spectrum of the field - from alignment methods to the theory of scoring matrices and alignment score statistics. It focuses on algorithms and techniques, as well as discusses the theory. It examines alignment methods and techniques. more...
Tensors in Image Processing and Computer Vision
Springer 2009; US$ 119.99Tensor signal processing is an emerging field with important applications to computer vision and image processing. This book presents the developments in this branch of signal processing, offering research and discussions by experts in the area. It is suitable for advanced students working in the area of computer vision and image processing. more...
Multimedia Techniques for Device and Ambient Intelligence
Springer 2009; US$ 79.99Focuses on the research on technologies used to improve the intelligence capability of multimedia devices for imaging, image processing and computer vision. This work also focuses on developments in digital signal processing, including evolutions in audiovisual signal processing, analysis, coding and authentication, and retrieval techniques. more...
Information Theory in Computer Vision and Pattern Recognition
Springer 2009; US$ 99.99Researchers are bringing information theory elements to the computer vision and pattern recognition (CVPR) arena. Among these elements there are measures (entropy, mutual information), principles (maximum entropy, minimax entropy) and theories (rate distortion theory, method of types). This book explores the latter elements. more...
Mobile Robot Navigation with Intelligent Infrared Image Interpretation
Springer 2009; US$ 99.99Describes an alternative to GPS navigation: a physics-based adaptive Bayesian pattern classification model that uses a passive thermal infrared imaging system to automatically characterize non-heat generating objects in unstructured outdoor environments for mobile robots. more...
Object Categorization
Cambridge University Press 2009; US$ 121.00A unique multidisciplinary perspective on the problem of visual object categorization. more...









