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TUTCRIS

Analysis of HVS-metrics’ properties using color image database TID2013

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Yksityiskohdat

AlkuperäiskieliEnglanti
OtsikkoAdvanced Concepts for Intelligent Vision Systems
Alaotsikko16th International Conference, ACIVS 2015, Catania, Italy, October 26-29, 2015. Proceedings
KustantajaSpringer Verlag
Sivut613-624
Sivumäärä12
ISBN (elektroninen)978-3-319-25903-1
ISBN (painettu)978-3-319-25902-4
DOI - pysyväislinkit
TilaJulkaistu - 2015
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS -
Kesto: 1 tammikuuta 1900 → …

Julkaisusarja

NimiLecture Notes in Computer Science
Vuosikerta9386
ISSN (painettu)0302-9743
ISSN (elektroninen)1611-3349

Conference

ConferenceADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS
Ajanjakso1/01/00 → …

Tiivistelmä

Various full-reference (FR) image quality metrics (indices) that take into account peculiarities of human vision system (HVS) have been proposed during last decade. Most of them have been already tested on several image databases including TID2013, a recently proposed database of distorted color images. Metrics performance is usually characterized by the rank order correlation coefficients of the considered metric and a mean opinion score (MOS). In this paper, we characterize HVS-metrics from another practically important viewpoint. We determine and analyze image statistics such as mean and standard deviation for several state of the art quality metrics on classes of images with multiple or particular types of distortions. This allows setting threshold value(s) for a given metric and application.

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