Four Diseases of the Apple


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Handbook of Research on Deep Learning-Based Image Analysis Under Constrained and Unconstrained Environments


Book Description

Recent advancements in imaging techniques and image analysis has broadened the horizons for their applications in various domains. Image analysis has become an influential technique in medical image analysis, optical character recognition, geology, remote sensing, and more. However, analysis of images under constrained and unconstrained environments require efficient representation of the data and complex models for accurate interpretation and classification of data. Deep learning methods, with their hierarchical/multilayered architecture, allow the systems to learn complex mathematical models to provide improved performance in the required task. The Handbook of Research on Deep Learning-Based Image Analysis Under Constrained and Unconstrained Environments provides a critical examination of the latest advancements, developments, methods, systems, futuristic approaches, and algorithms for image analysis and addresses its challenges. Highlighting concepts, methods, and tools including convolutional neural networks, edge enhancement, image segmentation, machine learning, and image processing, the book is an essential and comprehensive reference work for engineers, academicians, researchers, and students.







Some Apple Diseases


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Apple Scab


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Using stunning computer animation blended with real-life in-field footage, this educational video impressively illustrates the life cycle of the apple scab fungus Venturia inaequalis. Students and extension audiences will gain a clear understanding of the development and epidemiological spread of this disease and how it can be controlled using integrated pest management (IPM) practices. Apple Scab Venturia inaequalis is an authoritative presentation of a disease that is found in most of the world's apple-growing regions.This video is dedicated to Professor Dr. Dr. h.c. Günter Martin Hoffmann (1923-2013), one of the fathers of Integrated Pest Management. He was a full professor of plant pathology at the Technical University of Munich-Weihenstephan, Germany. His research and teaching focused on the epidemiology of fungal pathogens of major crops and their integrated control by developing several IPM prognosis models. Professor Hoffmann was an enthusiastic apple grower.PowerPoint Lets You Add Specific Video Segments to Your Lectures and Talks from the Video Using: Video TrimFull length videos can be trimmed for use in PowerPoint presentations. Trim this video to highlight specific sections for classroom demonstrations or use the full video to build an entire lecture.This video was produced by STUMM-FILM media, our award-winning partner in Ludwigsburg, Germany.