Artificial Intelligence and Machine Learning Techniques in Image Processing and Computer Vision

Cover
Half Title
Title Page
Copyright Page
Series Page
About the Editors
Table of Contents
Contributors
Abbreviations
Preface
Part I: Health Care Systems
	1. Machine Learning Model-Based Detection of Sperm Head Abnormalities from Stained Microscopic Images
	2. Smart Healthcare System for Reliable Diagnosis of Polycystic Ovary Syndrome
	3. Classification of Breast Histopathological Images using Semi-Supervised Generative Adversarial Networks
	4. A Systematic Review for the Classification and Segmentation of Diabetic Retinopathy Lesion from Fundus
	5. Critical Analysis of Various Supervised Machine Learning Algorithms for Detecting Diabetic Retinopathy in Images
Part II: Image and Video Processing
	6. Artificial Bee Colony Optimization Technique-Based Video Copyright Protection in DWT-PCA Domain
	7. Gray Tone Spatial Dependence Matrix: Texture Feature for Image Classification
	8. Image Colorization and Restoration Using Deep Learning
	9. Determining Image Scale in Real-World Units Using Natural Objects Present in Image
	10. Image Segmentation Using Metaheuristic
Part III: Advanced Machine Learning
	11. A Computer Vision Use Case: Detecting the Changes in Amazon Rainforest Over Time
	12. Using CNN and Image Processing Approaches in the Preservation of Sea Turtles
	13. Deep Learning-Based Semantic Segmentation Techniques and Their Applications in Remote Sensing
	14. Deep Convolutional Neural Network-Based Single Image Superresolution
	15 A Review of Machine Learning Techniques for Vision-Established Human Action Recognition
Index