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Spatial Pooling Strategies for Image Quality Assessment: Fixations and Human Prejudice
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Recent image quality assessment (IQA) metrics achieve high correla- tion with human perception of image quality. Naturally, it is of interest to produce even better results. One promising method is to weight image quality measurements by visual importance. To this end, we describe three strate- gies - visual fixation-based weighting, quality- based weighting and weighting based on distribution of local quality scores about the mean. By contrast with some prior studies we find that these strategies ca Recent image quality assessment (IQA) metrics achieve high correla- tion with human perception of image quality. Naturally, it is of interest to produce even better results. One promising method is to weight image quality measurements by visual importance. To this end, we describe three strate- gies - visual fixation-based weighting, quality- based weighting and weighting based on distribution of local quality scores about the mean. By contrast with some prior studies we find that these strategies can improve the correlations with subjective judgment significantly. We demonstrate improvements on the SSIM index in both its multi-scale and single-scale versions, using the LIVE database as a test-bed., [PU: VDM Verlag Dr. Müller, Saarbrücken]

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Spatial Pooling Strategies for Image Quality Assessment - Anush Moorthy
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[ED: Taschenbuch], [PU: VDM Verlag], Neuware - Recent image quality assessment (IQA) metrics achieve high correla- tion with human perception of image quality. Naturally, it is of interest to produce even better results. One promising method is to weight image quality measurements by visual importance. To this end, we describe three strate- gies - visual fixation-based weighting, quality- based weighting and weighting based on distribution of local quality scores about the mean. By contrast with some prior studies we find that these strategies can improve the correlations with subjective judgment significantly. We demonstrate improvements on the SSIM index in both its multi-scale and single-scale versions, using the LIVE database as a test-bed. - - Besorgungstitel - vorauss. Lieferzeit 3-5 Tage., [SC: 0.00], Neuware, gewerbliches Angebot, 220x150x4 mm, [GW: 106g]

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ISBN: 9783639288919

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Recent image quality assessment (IQA) metrics achieve high correla- tion with human perception of image quality. Naturally, it is of interest to produce even better results. One promising method is to weight image quality measurements by visual importance. To this end, we describe three strate- gies - visual fixation-based weighting, quality- based weighting and weighting based on distribution of local quality scores about the mean. By contrast with some prior studies we find that these strategies can improve the correlations with subjective judgment significantly. We demonstrate improvements on the SSIM index in both its multi-scale and single-scale versions, using the LIVE database as a test-bed. Bücher / Naturwissenschaften, Medizin, Informatik & Technik / Technik / Elektronik & Elektrotechnik, [PU: VDM Verlag Dr. Müller, Saarbrücken]

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Spatial Pooling Strategies for Image Quality Assessment: Fixations and Human Prejudice - Anush Moorthy
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Taschenbuch, [EAN: 9783639288919], VDM Verlag Dr. Müller, VDM Verlag Dr. Müller, Book, [PU: VDM Verlag Dr. Müller], VDM Verlag Dr. Müller, 60525011, Elektronik, 60516011, Elektrotechnik, 60448011, Ingenieurwesen & Technik, 60447011, Architektur, Technik & Ingenieurswesen, 54071011, Genres, 52044011, Fremdsprachige Bücher, 56441011, Technologie, 56447011, Erneuerbare Energien, 56448011, Innovationen, 1320311031, Nachschlagewerke, 56444011, Nanotechnologie, 56449011, Philosophie der Technologie, 56445011, Risiken, 56446011, Sicherheit & Gesundheit, 273011011, Soziale Aspekte, 54518011, Technisches Denken & Schreiben, 56451011, Technologie & Gesellschaft, 56211011, Technologiegeschichte, 56442011, Zukunftsforschung, 56047011, Wissenschaft, 54071011, Genres, 52044011, Fremdsprachige Bücher

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Spatial Pooling Strategies for Image Quality Assessment - Anush Moorthy
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Anush Moorthy:
Spatial Pooling Strategies for Image Quality Assessment - Taschenbuch

ISBN: 9783639288919

[ED: Taschenbuch], [PU: VDM Verlag], Neuware - Recent image quality assessment (IQA) metrics achieve high correla- tion with human perception of image quality. Naturally, it is of interest to produce even better results. One promising method is to weight image quality measurements by visual importance. To this end, we describe three strate- gies - visual fixation-based weighting, quality- based weighting and weighting based on distribution of local quality scores about the mean. By contrast with some prior studies we find that these strategies can improve the correlations with subjective judgment significantly. We demonstrate improvements on the SSIM index in both its multi-scale and single-scale versions, using the LIVE database as a test-bed. -, [SC: 0.00], Neuware, gewerbliches Angebot, 220x150x4 mm, [GW: 106g]

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Details zum Buch
Spatial Pooling Strategies for Image Quality Assessment
Autor:

Moorthy, Anush

Titel:

Spatial Pooling Strategies for Image Quality Assessment

ISBN-Nummer:

Recent image quality assessment (IQA) metrics achieve high correla- tion with human perception of image quality. Naturally, it is of interest to produce even better results. One promising method is to weight image quality measurements by visual importance. To this end, we describe three strate- gies - visual fixation-based weighting, quality- based weighting and weighting based on distribution of local quality scores about the mean. By contrast with some prior studies we find that these strategies can improve the correlations with subjective judgment significantly. We demonstrate improvements on the SSIM index in both its multi-scale and single-scale versions, using the LIVE database as a test-bed.

Detailangaben zum Buch - Spatial Pooling Strategies for Image Quality Assessment


EAN (ISBN-13): 9783639288919
ISBN (ISBN-10): 3639288912
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: VDM Verlag
60 Seiten
Gewicht: 0,106 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 24.06.2009 22:27:06
Buch zuletzt gefunden am 29.05.2017 09:22:57
ISBN/EAN: 9783639288919

ISBN - alternative Schreibweisen:
3-639-28891-2, 978-3-639-28891-9


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