Digital Image Processing By Abhishek Yadav, Poonam Yadav

Digital Image Processing By Abhishek Yadav, Poonam Yadav
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Digital Image Processing By Abhishek Yadav, Poonam Yadav

Publisher: Laxmi Publications
ISBN: 9788131805244

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PREFACE Digital Image Processing is now-a-days a demanding and interesting field. It is a core subject for Electronics and Communication and Computer Engineering. On the other hand it is the interdisciplinary subject that is a part of different branches of engineering. This shows the importance of the subject. But the deficiency of this area is that there are very few books available in the market for a general Indian student. I have tried here to represent all the fundamentals of Digital Image Processing in an easy way. Here we start the discussion with the chapter 1 that deals with Fundamentals of Image Processing. Here we will discuss some familiar examples of Image Processing, Components of Image Processing System and Generation of Digital Image. Chapters 2 and 3 deal with Image Enhancement Techniques in Spatial Domain and Frequency Domain respectively. Image Enhancement is the most demanding field and mostly applicable area of Image Processing. In the next chapter, we discuss Image Restoration. The image is degraded due to noise that is to be restored at the receiver side by using different filtering methods. Till this chapter, we have discussed the gray level image. In chapter 5, these concepts of Gray Images are explained for Color Image. Next chapter deals with Morphological Image Processing. From this chapter onwards, we consider the features and attributes of an Image. Chapter Registration deals with transformation of image at different planes for different purposes. In next chapter, we discuss the Image Segmentation that is very important and fundamental step of image processing. By the chapter Data Compression, we become familiar with the data compression techniques that will help us to save the bandwidth and space. Now we got the features and attributes of an image, but these are not ready for the use. Chapter Feature Extraction and Description deals with the way to represent and describe these features and attributes of an image for the use in computer and other applications. In the last chapter Object Recognition, I conclude with final representation, description and comparing of image features and attributes for different applications. I definitely must not say that I have explained any extraordinary and new area of Image Processing in this book. But I have tried to explain all the best and recent ideas of this field at a place. I explained all those areas in which the students feel uneasy. I feel grateful if this book helps to all the respected faculty members and my dear students to study this subject with interest. I have put my best efforts in bringing this book to you. Any suggestion regarding the improvement of this book will be appreciated. I will feel happy to get the suggestions and queries of all and try to solve them as early as possible. Author
ACKNOWLEDGEMENT I pay my all regards to Dr. S.S. Pattnaik, Professor Head, Electronics Communication Department, NITTTR Chandigarh through this book who always inspired me to do hard and honest work. I am also thankful to Dr. L.N. Paliwal Presently Director of ITS Engineering College, Greater Noida for his great support and encouragement. I am grateful to Mrs. Swapna Devi, Assistant Professor, Electronics Communication Department, NITTTR Chandigarh who firstly introduced me to the deep fundamentals of Digital Image Processing with great interest. I am thankful to Mr. Rabi Narayan Panda, Assistant Professor, KIET, Ghaziabad who always suggested me during the preparation of the book. I should be grateful to Mr. Subash Chandra Arya, Lecturer, GIIT Greater Noida for his suggestion and great support. I am thankful to my dear son Mr. Krishnabhishek and daughter Kr. Divyankasksha who always fill my life with great happiness. I am really humble respect to my wife for her great patience during the preparation of this book. I am thankful to my parents and almighty God as they gave me opportunity to serve the field of technical education. Author