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Advances in Soft Computing and Machine Learning in Image Processing

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Cover of 'Advances in Soft Computing and Machine Learning in Image Processing'

Table of Contents

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    Book Overview
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    Chapter 1 Color Spaces Advantages and Disadvantages in Image Color Clustering Segmentation
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    Chapter 2 Multi-objective Whale Optimization Algorithm for Multilevel Thresholding Segmentation
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    Chapter 3 Evaluating Swarm Optimization Algorithms for Segmentation of Liver Images
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    Chapter 4 Thermal Image Segmentation Using Evolutionary Computation Techniques
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    Chapter 5 News Videos Segmentation Using Dominant Colors Representation
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    Chapter 6 Normalized Multiple Features Fusion Based on PCA and Multiple Classifiers Voting in CT Liver Tumor Recognition
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    Chapter 7 Computer-Aided Acute Lymphoblastic Leukemia Diagnosis System Based on Image Analysis
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    Chapter 8 Telemammography: A Novel Approach for Early Detection of Breast Cancer Through Wavelets Based Image Processing and Machine Learning Techniques
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    Chapter 9 Image Processing in Biomedical Science
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    Chapter 10 Automatic Detection and Quantification of Calcium Objects from Clinical Images for Risk Level Assessment of Coronary Disease
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    Chapter 11 Semi-automated Method for the Glaucoma Monitoring
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    Chapter 12 Multimodal Biometric Personal Identification and Verification
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    Chapter 13 Suspicious and Violent Activity Detection of Humans Using HOG Features and SVM Classifier in Surveillance Videos
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    Chapter 14 Hybrid Rough Neural Network Model for Signature Recognition
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    Chapter 15 A Novel Secure Personal Authentication System with Finger in Face Watermarking Mechanism
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    Chapter 16 Activity Recognition Using Imagery for Smart Home Monitoring
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    Chapter 17 Compressive Sensing and Chaos-Based Image Compression Encryption
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    Chapter 18 Fingerprint Identification Using Hierarchical Matching and Topological Structures
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    Chapter 19 A Study of Action Recognition Problems: Dataset and Architectures Perspectives
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    Chapter 20 Importance of AADHAR-Based Smartcard System’s Implementation in Developing Countries
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    Chapter 21 A Nonlinear Appearance Model for Age Progression
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    Chapter 22 Efficient Schemes for Playout Latency Reduction in P2P-VoD Systems
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    Chapter 23 A SetpitextOFF Algorithm-Based Fast Image Projection Analysis
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    Chapter 24 Enhancing Visual Speech Recognition with Lip Protrusion Estimation
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    Chapter 25 Learning-Based Image Scaling Using Neural-Like Structure of Geometric Transformation Paradigm
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    Chapter 26 2D/3D Object Recognition and Categorization Approaches for Robotic Grasping
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    Chapter 27 A Distance Function for Comparing Straight-Edge Geometric Figures
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    Chapter 28 Rough Set Theory Based on Robust Image Watermarking
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    Chapter 29 $${\mathrm {CB_{p}F}}$$ -IQA: Using Contrast Band-Pass Filtering as Main Axis of Visual Image Quality Assessment
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    Chapter 30 Digital Image Watermarking Performance Improvement Using Bio-Inspired Algorithms
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    Chapter 31 Image Reconstruction Using Novel Two-Dimensional Fourier Transform
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Title
Advances in Soft Computing and Machine Learning in Image Processing
Published by
Springer International Publishing, January 2018
DOI 10.1007/978-3-319-63754-9
ISBNs
978-3-31-963754-9, 978-3-31-963753-2
Editors

Aboul Ella Hassanien, Diego Alberto Oliva

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 31 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 31 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 5 16%
Student > Master 4 13%
Student > Bachelor 3 10%
Student > Ph. D. Student 2 6%
Student > Postgraduate 2 6%
Other 4 13%
Unknown 11 35%
Readers by discipline Count As %
Computer Science 6 19%
Engineering 5 16%
Physics and Astronomy 3 10%
Agricultural and Biological Sciences 1 3%
Chemistry 1 3%
Other 1 3%
Unknown 14 45%