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Advances In Soft Computing And Machine Learning In Image Processing - Research Book

Advances In Soft Computing And Machine Learning In Image Processing - Research Book

Interesting Research Book in Advances In Soft Computing And Machine Learning In Image Processing

Author(s) Name:  Aboul Ella Hassanien,Diego Alberto Oliva

About the Book:

   This book is a collection of the latest applications of methods from soft computing and machine learning in image processing. It explores different areas ranging from image segmentation to the object recognition using complex approaches, and includes the theory of the methodologies used to provide an overview of the application of these tools in image processing.
   The material has been compiled from a scientific perspective, and the book is primarily intended for undergraduate and postgraduate science, engineering, and computational mathematics students. It can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence, and is a valuable resource for researchers in the evolutionary computation, artificial intelligence and image processing communities.

Table of Contents

  • Color Spaces Advantages and Disadvantages in Image Color Clustering Segmentation
  • Multi-objective Whale Optimization Algorithm for Multilevel Thresholding Segmentation
  • Evaluating Swarm Optimization Algorithms for Segmentation of Liver Images
  • Thermal Image Segmentation Using Evolutionary Computation Techniques
  • News Videos Segmentation Using Dominant Colors Representation
  • Normalized Multiple Features Fusion Based on PCA and Multiple Classifiers Voting in CT Liver Tumor Recognition
  • Telemammography: A Novel Approach for Early Detection of Breast Cancer Through Wavelets Based Image Processing and Machine Learning Techniques
  • Automatic Detection and Quantification of Calcium Objects from Clinical Images for Risk Level Assessment of Coronary Disease
  • Suspicious and Violent Activity Detection of Humans Using HOG Features and SVM Classifier in Surveillance Videos
  • A Novel Secure Personal Authentication System with Finger in Face Watermarking Mechanism

    • ISBN:  978-3-319-63754-9

    Publisher:  Springer

    Year of Publication:  2018

    Book Link:  Home Page Url