In this digital era, image processing plays a significant role in wide range of real-time applications like sensing, automation, health care, industries etc. This book includes the papers presented in 2nd International Conference on Image Processing and Capsule Networks. A Survey of Machine Learning Techniques Applied for Automatic Traffic Light Recognition.- Machine Learning based Detection and Classification of Heart Abnormalities.- An Evaluation of Multiclass Leaf Classification using Transfer Learning Techniques.- Scene Generated with Text guidance(VAAB System).- Machine Learning Approaches for Image Quality Improvement.- Natural Disaster Prediction by using Image based Deep Learning and Machine Learning.- A Novel Multi-Objective Differential Evolution Algorithm for Clustering Data Streams.- An Algorithm for Pre-processing of Areca nut for Quality Classification.- An Effect of Binarization on Handwritten Digits Recognition by Hierarchical Neural Networks.- Deep Convolutional Neural Networks (CNNs) to Detect Abnormality in Musculoskeletal Radiographs.The material is balanced in theory and computation, following a solid theoretical analysis of model building and performance with computational implementation and numerical examples. The book is comprehensive and integrative, covering the four most powerful classes of mathematical tools in contemporary image analysis and processing while exploring their intrinsic connections and integration. The text is systematic and well organized: the geometric, functional, and atomic structures of images are investigated, before moving to a rigorous development and analysis of several image processors. The authors have integrated the diversity of modern image processing approaches by revealing the few common threads that connect them to Fourier and spectral analysis, the machinery that image processing has been traditionally built on. This book develops the mathematical foundation of modern image processing and low-level computer vision, bridging contemporary mathematics with state-of-the-art methodologies in modern image processing, whilst organizing contemporary literature into a coherent and logical structure.
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