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E-raamat: Beginner's Guide to Multilevel Image Thresholding

(St. Josephs College of Engineering, Chennai), (JIS University, Kolkata), (St. Josephs College of Engineering, Chennai)
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This book emphasizes various image thresholding methods that are necessary for image pre-processing and initial level enhancement. It presents a detailed evaluation, such as choosing the threshold function, need for the heuristic algorithm, choice of objective function, and evaluation of the outcome along with real-time applications in detail.

A Beginner’s Guide to Image Multi-Level Thresholding emphasizes various image thresholding methods that are necessary for image pre-processing and initial level enhancement.

  • Explains basic concepts and the implementation of Image Multi-Level Thresholding (grayscale and RGB images)

  • Presents a detailed evaluation in real-time application, including the need for heuristic algorithm, the choice of objective and threshold function, and the evaluation of the outcome

  • Describes how the image thresholding acts as a pre-processing technique and how the region of interest in a medical image is enhanced with thresholding

  • Illustrates integration of the thresholding technique with bio-inspired algorithms

  • Includes current findings and future directions of image multi-level thresholding and its practical implementation

  • Emphasizes the need for multi-level thresholding with suitable examples

The book is aimed at graduate students and researchers in image processing, electronics engineering, computer sciences and engineering.

1. Introduction
2. Thresholding Approaches
3. Grayscale and RGB-scale Image Examination
4. Heuristic Algorithm Assisted Thresholding
5. Objective Function and Image Quality Measures
6. Assessment of Images with Constraints
7. Thresholding of Benchmark Images
8. Thresholding of Biomedical Images
9. Thresholding of Plant-Weed images
10. Conclusion
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Püsilink: https://www.kriso.ee/db/97810002284586e.html
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