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2019 | Buch

Digital Image Processing using SCILAB

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Über dieses Buch

This book provides basic theories and implementations using SCILAB open-source software for digital images. The book simplifies image processing theories and well as implementation of image processing algorithms, making it accessible to those with basic knowledge of image processing. This book includes many SCILAB programs at the end of each theory, which help in understanding concepts. The book includes more than sixty SCILAB programs of the image processing theory. In the appendix, readers will find a deeper glimpse into the research areas in the image processing.

Inhaltsverzeichnis

Frontmatter
Chapter 1. Introduction
Abstract
This chapter presents the background of the digital image. A basic overview of several types of signals and of image processing is given in this chapter. Elementary information on Scilab software and its image processing toolbox is also covered in this chapter.
Rohit M. Thanki, Ashish M. Kothari
Chapter 2. Image Enhancement in the Spatial Domain
Abstract
This chapter discusses basic image processing in the spatial domain. Information on several methods for image enhancement, the histogram of an image and its processing, various filters for image enhancement, and image enhancement using different arithmetic and logic operations are given in this chapter.
Rohit M. Thanki, Ashish M. Kothari
Chapter 3. Image Enhancement in the Frequency Domain
Abstract
This chapter provides information on basic image filtering in the frequency domain. Several types of image filters are discussed and SCILAB codes for these filters are provided.
Rohit M. Thanki, Ashish M. Kothari
Chapter 4. Image Restoration
Abstract
This chapter provides basic operations for image restoration and discusses several types of noise. We also provide SCILAB codes for various theories related to image restoration and reconstruction.
Rohit M. Thanki, Ashish M. Kothari
Chapter 5. Morphological Image Processing
Abstract
This chapter provides an overview of morphological image processing. Several methods for morphological image processing are discussed and their SCILAB codes are also given.
Rohit M. Thanki, Ashish M. Kothari
Chapter 6. Image Segmentation
Abstract
This chapter covers basic theories of image segmentation, including information on edge detection algorithms. SCILAB codes for these theories and example images are provided.
Rohit M. Thanki, Ashish M. Kothari
Chapter 7. Color Image Processing
Abstract
This chapter covers basic information on theories relating to color image processing. It also provides SCILAB codes for these theories and example images.
Rohit M. Thanki, Ashish M. Kothari
Chapter 8. Applications of Digital Image Processing
Abstract
This chapter provides information on various applications of digital image processing as well as some SCILAB codes for these applications.
Rohit M. Thanki, Ashish M. Kothari
Backmatter
Metadaten
Titel
Digital Image Processing using SCILAB
verfasst von
Dr. Rohit M. Thanki
Dr. Ashish M. Kothari
Copyright-Jahr
2019
Electronic ISBN
978-3-319-89533-8
Print ISBN
978-3-319-89532-1
DOI
https://doi.org/10.1007/978-3-319-89533-8

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