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Digital Image Processing Using Python by Dr. Manish Kashyap

Digital Image Processing Using Python

by Dr. Manish Kashyap
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Book cover type: Paperback
  • ISBN13: 9789365898910
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Bpb Publications
  • Publisher Imprint: Bpb Publications
  • Publication Date:
  • Pages: 420
  • Original Price: INR 999.0
  • Language: English
  • Edition: N/A
  • Item Weight: 717 grams
  • BISAC Subject(s): Languages / Python

“Digital Image Processing Using Python" offers a comprehensive guide to mastering image processing techniques through practical Python implementations. It equips you with the essential tools and knowledge to manipulate, analyze, and transform digital images using the powerful programming language, Python.

This book offers a comprehensive exploration of digital image processing, combining theoretical foundations with practical applications. Starting with fundamental concepts like image representation and pixel neighborhoods, the book teaches Python programming and essential libraries for image manipulation. It covers a wide range of techniques, including spatial and frequency domain filtering, non-linear processing, noise reduction, wavelet transforms, and binary morphology. Advanced topics such as phase-based processing, multi-resolution analysis, and morphological operations are also explored in depth. The book provides practical examples and exercises to reinforce learning and equip readers with the skills needed to effectively process and analyze digital images for various applications.

By integrating Python code with visual examples, you will gain practical experience and insights that are directly applicable to your work. This approach ensures that you not only learn theoretical concepts but also understand how to implement them effectively in real-world situations.

KEY FEATURES

* Builds a strong foundation in digital image processing, covering essential topics from basics to advanced techniques.
* Includes practical exercises to master Python programming and essential libraries like OpenCV and NumPy for image manipulation tasks.
* Applies concepts to real-world scenarios like image restoration, object detection, and medical imaging.

WHAT YOU WILL LEARN

* Implement image processing techniques using Python libraries and tools.
* Understand core concepts like filtering, segmentation, and enhancement.
* Apply practical Python code to real-world image processing tasks.
* Develop skills to analyze and manipulate digital images effectively.
* Create and visualize image processing algorithms with hands-on examples.

WHO THIS BOOK IS FOR

This book is perfect for undergraduate and master's level students seeking to grasp image processing concepts or professionals working in fields like computer vision, artificial intelligence, or medical imaging.

Dr. Manish Kashyap is an Assistant Professor at Maulana Azad National Institute of Technology Bhopal (NIT Bhopal). He received his Ph.D. in image processing in 2017 from the Indian Institute of Information Technology and Management Gwalior (IIIT Gwalior). Dr. Kashyap completed his M.Tech and B.Tech in Electronics and Communication Engineering from Jaypee Institute of Information Technology, NOIDA in 2013 and 2009, respectively. He has authored a good number of research papers in Scientific Citation Indexed and SCOPUS-indexed journals and conferences. His primary objective is to make technical subjects more accessible and understandable for students and readers through his lectures, research papers, articles, and books.

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