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August 3, 2020 | History

Computational intelligence in image processing

Computational intelligence based techniques have firmly established themselves as viable, alternate, mathematical tools for more than a decade. They have been extensively employed in many systems and application domains, among these signal processing, automatic control, industrial and consumer electronics, robotics, finance, manufacturing systems, electric power systems, and power electronics. Image processing is also an extremely potent area which has attracted the attention of many researchers who are interested in the development of new computational intelligence-based techniques and their suitable applications, in both research problems and in real-world problems. Part I of the book discusses several image preprocessing algorithms; Part II broadly covers image compression algorithms; Part III demonstrates how computational intelligence-based techniques can be effectively utilized for image analysis purposes; and Part IV shows how pattern recognition, classification and clustering-based techniques can be developed for the purpose of image inferencing. The book offers a unified view of the modern computational intelligence techniques required to solve real-world problems and it is suitable as a reference for engineers, researchers and graduate students.

Publish Date
Publisher
Springer
Language
English

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Edition Availability
Cover of: Computational Intelligence in Image Processing
Computational Intelligence in Image Processing
2014, Springer Berlin / Heidelberg
in English
Cover of: Computational intelligence in image processing
Computational intelligence in image processing
2013, Springer
electronic resource / in English

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Book Details


Table of Contents

Part 1.
Image Preprocessing Algorithms --
Improved Digital Image Enhancement Filters Based on Type-2 Neuro-Fuzzy Techniques -- Mehmet Emin Yüksel and Alper Baştürk
Locally-Equalized Image Contrast Enhancement Using PSO-Tuned Sectorized Equalization -- N. M. Kwok, D. Wang, Q. P. Ha, G. Fang and S. Y. Chen
Hybrid BBO-DE Algorithms for Fuzzy Entropy-Based Thresholding -- Ilhem Boussaïd, Amitava Chatterjee, Patrick Siarry and Mohamed Ahmed-Nacer
A Genetic Programming Approach for Image Segmentation -- Hugo Alberto Perlin and Heitor Silvério Lopes.
Part 2.
Image Compression Algorithms --
Fuzzy Clustering-Based Vector Quantization for Image Compression -- George E. Tsekouras and Dimitrios M. Tsolakis
Layers Image Compression and Reconstruction by Fuzzy Transforms -- Ferdinando Di Martino and Salvatore Sessa
Modified Bacterial Foraging Optimization Technique for Vector Quantization-Based Image Compression -- Nandita Sanyal, Amitava Chatterjee and Sugata Munshi.
Part 3.
Image Analysis Algorithms --
A Fuzzy Condition-Sensitive Hierarchical Algorithm for Approximate Template Matching in Dynamic Image Sequence -- Rajshree Mandal, Anisha Halder, Amit Konar and Atulya K Nagar
Digital Watermarking Strings with Images Compressed by Fuzzy Relation Equations -- Ferdinando Di Martino and Salvatore Sessa
Study on Human Brain Registration Process Using Mutual Information and Evolutionary Algorithms -- Mahua Bhattacharya and Arpita Das
Use of Stochastic Optimization Algorithms in Image Retrieval Problems -- Mattia Broilo and Francesco G. B. De Natale
A Cluster-Based Boosting Strategy for Red Eye Removal -- Sebastiano Battiato, Giovanni Maria Farinella, Daniele Ravì, Mirko Guarnera and Giuseppe Messina.
Part 4.
Image Inferencing Algorithms --
Classifying Pathological Prostate Images by Fractal Analysis -- Po-Whei Huang, Cheng-Hsiung Lee and Phen-Lan Lin
Multiobjective PSO for Hyperspectral Image Clustering -- Farid Melgani and Edoardo Pasolli
A Computational Intelligence Approach to Emotion Recognition from the Lip-Contour of a Subject -- Anisha Halder, Srishti Shaw, Kanika Orea, Pavel Bhowmik and Aruna Chakraborty, et al.
Part 1.
General Issues --
Aging Demographics and Anesthesia -- Michael C. Lewis
Ethical and Legal Considerations -- Kevin B. Gerold and Adrienne N. Dixon
The Anesthetic Regimen for the Elderly Patient -- Sheila Ryan Barnett
The Perioperative Geriatric Consultation -- Angela Georgia Catic.
Part 2.
Anesthesia Delivery --
Preoperative Assessment of the Elderly Patient -- Ruma Bose and Sheila Ryan Barnett
Analgesics and Sedatives -- Julia I. Metzner and G. Alec Rooke
General Anesthesia: Intravenous Induction Agents, Inhalational Agents, and Neuromuscular Blockers -- Yulia Ivashkov, Alexander A. Vitin and G. Alec Rooke
Regional Anesthesia and Joint Replacement Surgery -- Jacques E. Chelly, Anna Uskova, Qing Liu, Richa Wardhan and Uchenna O. Umeh
Fluid Management and Blood Transfusion -- Gerardo Rodriguez and Keith P. Lewis.
Part 3.
Perioperative Care --
Acute Pain Control in the Elderly -- Steve Lee and Angela Georgia Catic
Chronic Pain in Geriatric Patients -- Vijay Thillainathan, Adam Young and Asokumar Buvanendran
The Elderly Patient and the Intensive Care Unit -- Steven J. Schwartz and Frederick Sieber
Trauma and the Geriatric Patient -- Suresh Agarwal and Ruben J. Azocar.
Part 4.
Specialist Areas --
Cardiovascular Aging and Anesthesia -- John D. Mitchell
Pulmonary Issues in the Elderly Patient -- Anup Pamnani, Cynthia A. Lien and G. Alec Rooke
Vascular Surgery: Endovascular and Major Vascular Surgery -- Shamsuddin Akhtar
Spine Surgery: Choosing the Patient and Handling the Surgery -- Stacie Deiner
Anesthesia for Genitourinary Surgery in the Elderly Patient -- Christina M. Matadial and Jadelis Giquel
Anesthetic Management for ECT -- Punita Tripathi
Ophthalmologic Surgery and the Management of Diabetes -- Mary Ann Vann.
Part 5.
Common Geriatric Issues --
Postoperative Central Nervous System Changes in Elderly Surgical Patients -- Jeffrey H. Silverstein
Management of the Hip Fracture Patient -- Mark D. Neuman and Samir Mehta
Polypharmacy and Medicines to Avoid -- Lale E. Odekon
Dementia and Neurologic Syndromes: Distinctions Between Alzheimer's, Vascular Dementia, and Parkinson's -- Aaron LacKamp
Psychotropic Medications in the Elderly -- Jason Strauss.

Edition Notes

Includes bibliographical references and index.

Published in
Berlin, New York

Classifications

Dewey Decimal Class
006.60151
Library of Congress
TA1637 .C66 2013, Q342TK5102.9TA1637-1, Q342

The Physical Object

Format
[electronic resource] /
Pagination
1 online resource

ID Numbers

Open Library
OL27025782M
Internet Archive
computationalint00chat
ISBN 10
3642306217, 6613942898, 1283630443
ISBN 13
9783642306211, 9783642306204, 9786613942890, 9781283630443
OCLC/WorldCat
806458684

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August 3, 2020 Edited by ImportBot import existing book
June 29, 2019 Created by MARC Bot import new book