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The Image Processing Handbook, Sixth Edition
The Image Processing Handbook, Sixth Edition

Image processing is used in a wide variety of applications, for two somewhat different purposes:

1. improving the visual appearance of images to a human observer, including their printing and transmission, and

2. preparing images for the measurement of the features and structures which they reveal.

The...

Visual Analytics and Interactive Technologies: Data, Text and Web Mining Applications (Premier Reference Source)
Visual Analytics and Interactive Technologies: Data, Text and Web Mining Applications (Premier Reference Source)

Large volumes of data and complex problems inspire research in computing and data, text, and web mining. However, analyzing data is not sufficient, as it has to be presented visually with analytical capabilities, i.e., a chart/diagram/image illustration that enables humans to perceive, relate, and conclude in the knowledge discovery...

Advances in Knowledge Discovery and Data Mining: 15th Pacific-Asia Conference, PAKDD 2011
Advances in Knowledge Discovery and Data Mining: 15th Pacific-Asia Conference, PAKDD 2011

PAKDD has been recognized as a major international conference in the areas of data mining (DM) and knowledge discovery in databases (KDD). It provides an international forum for researchers and industry practitioners to share their new ideas, original research results and practical development experiences from all KDD-related areas...

Methods for Mining and Summarizing Text Conversations (Synthesis Lecture on Data Management)
Methods for Mining and Summarizing Text Conversations (Synthesis Lecture on Data Management)

Before the invention of the Internet and the creation of the Web, the vast majority of human conversations were in spoken form, with the only notable, but extremely limited, exception being epistolary exchanges. Some important spoken conversations, such as criminal trials and political debates (e.g., Hansard, the transcripts of...

Group Theoretical Methods in Image Processing (Lecture Notes in Computer Science)
Group Theoretical Methods in Image Processing (Lecture Notes in Computer Science)

These Lecture Notes are based on a series of lectures I gave at the Linkoping University Department of Electrical Engineering in 1988. In these lectures 1 tried to give an overview of the theory of representation of compact groups and some applications in the fields of image science and pattern recognition.

The participants...

Computability In Context: Computation and Logic in the Real World
Computability In Context: Computation and Logic in the Real World

Computability has played a crucial role in mathematics and computer science – leading to the discovery, understanding and classification of decidable/ undecidable problems, paving the way to the modern computer era and affecting deeply our view of the world. Recent new paradigms of computation, based on biological and physical...

Computational Intelligence: The Experts Speak
Computational Intelligence: The Experts Speak

The definitive survey of computational intelligence from luminaries in the field

Computational intelligence is a fast-moving, multidisciplinary field - the nexus of diverse technical interest areas that include neural networks, fuzzy logic, and evolutionary computation. Keeping up with computational intelligence means understanding...

Guide to ILDJIT (SpringerBriefs in Computer Science)
Guide to ILDJIT (SpringerBriefs in Computer Science)

We are all familiar with the time-honored idea of a Virtual Machine that is neutral with respect to computer architecture and can be used to execute a high-level language, after its translation to the VM byte-code. This approach can be found in several successful mono-language systems, that support popular languages such as Java or...

Speech Processing and Soft Computing
Speech Processing and Soft Computing

Soft Computing (SC) techniques have been recognized nowadays as attractive solutions for modeling highly nonlinear or partially defined complex systems and processes. These techniques resemble biological processes more closely than conventional (more formal) techniques. However, despite its increasing popularity, soft computing lacks...

Knowledge-Based Intelligent System Advancements: Systemic and Cybernetic Approaches
Knowledge-Based Intelligent System Advancements: Systemic and Cybernetic Approaches

Since the first part of the twentieth century, cybernetics and systems research have been developed as scientific disciplines. Investigations, launched in the area of cybernetics, previously dealt with control and information processing. In a more narrow sense, they consisted in the consideration of analogies of the control and the...

Computer Algebra: Symbolic and Algebraic Computation (Computing Supplementa)
Computer Algebra: Symbolic and Algebraic Computation (Computing Supplementa)

The journal Computing has established a series of supplement volumes the fourth of which appears this year. Its purpose is to provide a coherent presentation of a new topic in a single volume. The previous subjects were Computer Arithmetic 1977, Fundamentals of Numerical Computation 1980, and Parallel Processes and Related Automata...

Machine Learning and Statistical Modeling Approaches to Image Retrieval (The Information Retrieval Series)
Machine Learning and Statistical Modeling Approaches to Image Retrieval (The Information Retrieval Series)

In the early 1990s, the establishment of the Internet brought forth a revolutionary viewpoint of information storage, distribution, and processing: the World-Wide Web is becoming an enormous and expanding distributed digital library. Along with the development of the Web, image indexing and retrieval have grown into research areas...

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