No Reference Image Quality Metric - An Integrated Approach - Softcover

De, Indrajit

Softcover

ISBN 10: 6200222460 ISBN 13: 9786200222466

Verlag: LAP LAMBERT Academic Publishing, 2020

Inhaltsangabe

Image quality assessment becomes a standard practice in different image related applications because quality of the images play significant role to infer accurate decision. There are different approaches to assessing quality of images out of which most efficient one is developed based on human judgment, which don't require any reference image. Human judgment is usually expressed by linguistic variables, reflecting perception of human visual system regarding quality of an image.The aim of the dissertation work is to provide a computing platform to model human perception on assessing image quality without any reference image using fuzzy based methods. The work successfully deals with various issues and challenges towards development of an automated no reference image quality assessment method and designing quality metric comparable with state of the art quality metrics. In the course of the development process, several shortcomings of existing methods are addressed and solutions are proposed to achieve better and more promising performance.

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Über die Autorin bzw. den Autor

Dr Indrajit De is a Ph.D(Engg) in Computer Science and Technology and M.Tech in Information Technology. He passed his graduation in Engineering in 1997. He has over six years of Research Experience in Fuzzy Systems applications in Image Processing. He has over thirteen International Publications in his credit.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2020
• Sprache: Englisch
• ISBN 10: 6200222460
• ISBN 13: 9786200222466
• Einband: Taschenbuch
• Anzahl der Seiten: 200
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Editions Muse; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland