Techniques for Generation of Random Fields for Image Segmentation

Language: English

Published by LAP LAMBERT Academic Publishing Dez 2020, 2020

6203199850 / 9786203199857

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This item is printed on demand - Print on Demand Titel. Neuware -The book consists of image processing in particular related to image segmentation. The book depicts four issues. These issues related to segmentation of low contrast images, removal of shadow in the images, reduction of high dimensional images, and computational complexity of segmentation techniques. To address these issues, the author proposed OT-FO, GRF-B, GORF-LLE-ML, and H-ML technique. The results demonstrated that the H-ML approach obtained an accurate segmentation outcome on low contrast, shadow, high dimensional images, and different kinds of noises with reduced computational time. In the study of the performance of the proposed methods, the author has conducted experiments using benchmark databases like Berkely dataset (BSD500), Semantic dataset and author own dataset, etc., and has made a study of mean, standard deviation, Jaccard index, correlation, dice coefficient, segmentation accuracy, and time complexityVDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 152 pp. Englisch.

Seller Inventory # 9786203199857

Title
Techniques for Generation of Random Fields for Image Segmentation
Author
Rambabu Pemula
Publisher
LAP LAMBERT Academic Publishing Dez 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
6203199850
ISBN 13
9786203199857
Item weight
244 grams
Dimensions
220x150x10 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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