Screen LibraryComputational 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 elect...
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| Corporate Authors: | |
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| Group Author: | ; |
| Published: |
Springer,
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| Publisher Address: | Berlin ; New York : |
| Publication Dates: | 2013. |
| Literature type: | eBook |
| Language: | English |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-642-30621-1 |
| Summary: |
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. |
| Carrier Form: | 1 online resource |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9783642306211 (electronic bk.) 3642306217 (electronic bk.) 6613942898 9786613942890 1283630443 9781283630443 |
| Index Number: | TA1637 |
| CLC: |
TP391.41 TN911.73 |
| Contents: |
Image Preprocessing Algorithms -- Improved Digital Image Enhancement Filters Based on Type-2 Neuro-Fuzzy Techniques / Locally-Equalized Image Contrast Enhancement Using PSO-Tuned Sectorized Equalization / Hybrid BBO-DE Algorithms for Fuzzy Entropy-Based Thresholding / A Genetic Programming Approach for Image Segmentation / Image Compression Algorithms -- Fuzzy Clustering-Based Vector Quantization for Image Compression / Layers Image Compression and Reconstruction by Fuzzy Transforms / Modified Bacterial Foraging Optimization Technique for Vector Quantization-Based Image Compression / Image Analysis Algorithms -- A Fuzzy Condition-Sensitive Hierarchical Algorithm for Approximate Template Matching in Dynamic Image Sequence / Digital Watermarking Strings with Images Compressed by Fuzzy Relation Equations / Study on Human Brain Registration Process Using Mutual Information and Evolutionary Algorithms / Use of Stochastic Optimization Algorithms in Image Retrieval Problems / A Cluster-Based Boosting Strategy for Red Eye Removal / Image Inferencing Algorithms -- Classifying Pathological Prostate Images by Fractal Analysis / Multiobjective PSO for Hyperspectral Image Clustering / A Computational Intelligence Approach to Emotion Recognition from the Lip-Contour of a Subject / General Issues -- Aging Demographics and Anesthesia / Ethical and Legal Considerations / The Anesthetic Regimen for the Elderly Patient / The Perioperative Geriatric Consultation / Anesthesia Delivery -- Preoperative Assessment of the Elderly Patient / Analgesics and Sedatives / General Anesthesia: Intravenous Induction Agents, Inhalational Agents, and Neuromuscular Blockers / Regional Anesthesia and Joint Replacement Surgery / Fluid Management and Blood Transfusion / Perioperative Care -- Acute Pain Control in the Elderly / Chronic Pain in Geriatric Patients / The Elderly Patient and the Intensive Care Unit / Trauma and the Geriatric Patient / Specialist Areas -- Cardiovascular Aging and Anesthesia / Pulmonary Issues in the Elderly Patient / Vascular Surgery: Endovascular and Major Vascular Surgery / Spine Surgery: Choosing the Patient and Handling the Surgery / Anesthesia for Genitourinary Surgery in the Elderly Patient / Anesthetic Management for ECT / Ophthalmologic Surgery and the Management of Diabetes / Common Geriatric Issues -- Postoperative Central Nervous System Changes in Elderly Surgical Patients / Management of the Hip Fracture Patient / Polypharmacy and Medicines to Avoid / Dementia and Neurologic Syndromes: Distinctions Between Alzheimer's, Vascular Dementia, and Parkinson's / Psychotropic Medications in the Elderly / |