Novel Technique for Robust Image Segmentation: New Technique of Segmentation in Digital Image Processing - Softcover

Bhambri, Pankaj; Kaur, Amandeep

Softcover

ISBN 10: 365933183X ISBN 13: 9783659331831

Publisher: LAP LAMBERT Academic Publishing, 2013

Synopsis

The goal of segmentation is to simplify and change the representation of an image into something that is more meaningful and easier to analyze. Image segmentation is typically used to locate objects and boundaries in images. More precisely, image segmentation is the process of assigning a label to every pixel in an image such that pixels with the same label share certain visual characteristics. The result of image segmentation is a set of segments that collectively covers the entire image, or a set of contours extracted from the image. Each of the pixels in a region are similar with respect to some characteristics or computed properly, such as color, intensity or texture. Adjacent regions are significantly different with respect to same characteristics. The technique usually adopted for improving the quality of the images by segmenting the images into various regions. Many segmentation algorithms have been developed over the years. The proposed algorithm has been implemented on a set of different JPEG images. In the proposed algorithm, firstly an image is selected and then it is segmented and then the segmented image is compared with the original image.

About this title

About the Author

Er. Pankaj Bhambri paased his B.E. (Information Technology) with HONORS from Dr. Bhim Rao Ambedkar University, Agra. He Completed his M.Tech. (Computer Science and Engineering) from Punjab Technical University, Kapurthala at Guru Nanak Dev Engineering College, Ludhiana. He has more than 09 years of Teaching Experience. He is now pursuing Ph.D.(CSE)

Edition details

• Publisher: LAP LAMBERT Academic Publishing
• Publication date: 2013
• Language: English
• ISBN 10: 365933183X
• ISBN 13: 9783659331831
• Binding: Paperback
• Number of pages: 64