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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
ZENODO
Book . 2024
Data sources: ZENODO
ZENODO
Book . 2024
Data sources: Datacite
ZENODO
Book . 2024
Data sources: Datacite
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Procesamiento Digital de Imágenes - Un Enfoque Práctico -

Authors: University of Antioquia;

Procesamiento Digital de Imágenes - Un Enfoque Práctico -

Abstract

The book titled "Digital Image Processing - A Practical Approach" by David Stephen Fernández Mc Cann provides a comprehensive introduction to the fundamental concepts and techniques in digital image processing. It is organized to guide readers through the historical development of image registration, starting from pictorial representations to the modern digital format. The book is divided into several chapters that cover a wide range of topics, including: 1. **Introduction** - Discusses the relationship between human perception, automation, and computer vision, setting the stage for the rest of the book. 2. **Image Registration** - Traces the evolution of image capture technologies from early photography and videography to the first digital images and portable digital cameras. 3. **Historical Background** - Explores the initial applications of image processing in fields like forensic science, medical imaging, military intelligence, and the formalization of image processing techniques in engineering. 4. **Definition and Processing of Images** - Defines what constitutes a digital image and introduces the basic processes involved in image processing. 5. **Image Capture** - Examines factors that influence image capture, such as scene size, resolution, light intensity, and the choice of cameras and sensors. 6. **Preprocessing** - Covers the preprocessing steps necessary to prepare images for analysis, including mathematical representations, operations between images, and geometric transformations. 7. **Segmentation** - Discusses methods for dividing an image into its constituent parts for further analysis, using techniques such as histograms, labeling, and advanced segmentation methods. 8. **Feature Extraction** - Focuses on how to extract meaningful features from images that can be used for further processing or analysis. 9. **Classification** - Introduces various classification techniques, including rule-based classification, supervised and unsupervised learning, and pattern recognition. 10. **Practical Exercises and Projects** - Offers practical exercises and projects that apply the concepts discussed in the book, such as motion detection, fruit classification, pavement irregularity detection, and melanoma diagnosis assistance. The book aims to be both a theoretical and practical guide, providing essential mathematical and computational tools for readers interested in digital image processing, especially those in engineering and related fields. It is a valuable resource for students, researchers, and professionals looking to deepen their understanding of the subject through practical applications.

Keywords

image processing

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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