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

Bhambri, Pankaj; Kaur, Amandeep

 
9783659331831: Novel Technique for Robust Image Segmentation: New Technique of Segmentation in Digital Image Processing

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Dr. Pankaj Bhambri ist in der IT-Abteilung des GNDEC in Ludhiana tätig.Dr. Manpreet Malhi ist derzeit als Data Scientist/BI-Entwickler/Business Analyst in Toronto, Kanada, tätig.Dr. Suresh Kumar ist in der CSE-Abteilung der Geeta University in Panipat tätig. Jeder der Autoren verfügt über mehr als 20 Jahre Berufserfahrung.

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