At the outset, it gives an immense pleasure to thank the Almighty God, my university, colleagues, family and parents. Due to the lurking nature of the growing demands in the Information Industry, Learning and pursuing an image plays a major role in different arenas. To Begin with our brain perceives everything in the form of pixels. Hence, Perceiving and Processing of an image takes a major part in understanding the behaviour of the brain as well as computers. Due to the rapid growth in the field of Imaging and Machine Vision, It is highly important to know some of the basic fundamental concepts in image processing such as Acquisition of an Image, Sharpening, Smoothening, Equalizing, blurring, de-blurring and so on. Especially in the field of medical science imaging plays a huge role in the area of image segmentation and to our surprise this made into a bigger emerging science as Machine Learning and Artificial Intelligence wherein one can treat and diagnose the patients using image processing techniques and computers. The book provides a clear cut idea with crisp explanation and practical code that enables the students to learn easy and effectively in a practical way.