A Beginner’s Guide to Multilevel Image Thresholding

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.

List of contents

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

Summary

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.

Product details

• Authors: Nilanjan Dey, Dey Nilanjan, Nadaradjane Sri Madhava Raja, Venkatesan Rajinikanth
• Publisher: Taylor and Francis
• Languages: English
• Product format: Paperback / Softback
• Released: 07.10.2024
• EAN: 9780367503178
• ISBN: 978-0-367-50317-8
• No. of pages: 104
• Weight: 180 g
• Illustrations: schwarz-weiss Illustrationen, Tabellen, schwarz-weiss
• Series: Intelligent Signal Processing and Data Analysis
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; COMPUTERS / Computer Science, TECHNOLOGY & ENGINEERING / Electronics / General, TECHNOLOGY & ENGINEERING / Electrical, TECHNOLOGY & ENGINEERING / Imaging Systems, computer science, Electrical Engineering, Imaging systems & technology, Electronics engineering, Graphical & digital media applications, Graphical and digital media applications, COMPUTERS / Design, Graphics & Media / Graphics Tools, Imaging systems and technology