Inhaltsangabe
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 complexity
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Über die Autorin bzw. den Autor
Dr. Rambabu Pemula working as an Assistant Professor in the Department of CSE at RISE Krishna Sai Prakasam Group of Institutions, Ongole.Dr. S. Vijaya Kumar working as an Associate Professor in the Department of CSE at RGMCET, Nandyal. Prof. C. Nagaraju working as a Professor in the Department of CSE at YSR Engineering College of YVU, Proddatur.
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Techniques for Generation of Random Fields for Image Segmentation
Verlag:
LAP LAMBERT Academic Publishing Dez 2020, 2020
ISBN 10: 6203199850
ISBN 13: 9786203199857
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - 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 complexity 152 pp. Englisch. Bestandsnummer des Verkäufers 9786203199857
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Techniques for Generation of Random Fields for Image Segmentation
Verlag:
LAP LAMBERT Academic Publishing, 2020
ISBN 10: 6203199850
ISBN 13: 9786203199857
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Techniques for Generation of Random Fields for Image Segmentation
Verlag:
LAP LAMBERT Academic Publishing Dez 2020, 2020
ISBN 10: 6203199850
ISBN 13: 9786203199857
Neu
Taschenbuch
Anbieter: buchversandmimpf2000, Emtmannsberg, BAYE, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Taschenbuch. Zustand: Neu. 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. Bestandsnummer des Verkäufers 9786203199857
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Techniques for Generation of Random Fields for Image Segmentation | and Image Analysis
Verlag:
LAP LAMBERT Academic Publishing, 2020
ISBN 10: 6203199850
ISBN 13: 9786203199857
Neu
Taschenbuch
Anbieter: preigu, Osnabrück, Deutschland
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Taschenbuch. Zustand: Neu. Techniques for Generation of Random Fields for Image Segmentation | and Image Analysis | Rambabu Pemula (u. a.) | Taschenbuch | Englisch | 2020 | LAP LAMBERT Academic Publishing | EAN 9786203199857 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Bestandsnummer des Verkäufers 119587668
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Techniques for Generation of Random Fields for Image Segmentation : and Image Analysis
Verlag:
LAP LAMBERT Academic Publishing, 2020
ISBN 10: 6203199850
ISBN 13: 9786203199857
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Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland
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Taschenbuch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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 complexity. Bestandsnummer des Verkäufers 9786203199857
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Techniques for Generation of Random Fields for Image Segmentation
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ISBN 10: 6203199850
ISBN 13: 9786203199857
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paperback. Zustand: New. NEW. SHIPS FROM MULTIPLE LOCATIONS. book. Bestandsnummer des Verkäufers ERICA82362031998506
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