Perceptual Full-Reference Quality Assessment of Stereoscopic Images by Considering Binocular Visual Characteristics (Článek, 2013) [WorldCat.org]
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Perceptual Full-Reference Quality Assessment of Stereoscopic Images by Considering Binocular Visual Characteristics
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Perceptual Full-Reference Quality Assessment of Stereoscopic Images by Considering Binocular Visual Characteristics

Autor Feng Shao Pracoviště: Fac. of Inf. Sci. & Eng., Ningbo Univ., Ningbo, China; Weisi Lin Pracoviště: Centre for Multimedia & Network Technol., Nanyang Technol. Univ., Singapore, Singapore; Shanbo Gu Pracoviště: Fac. of Inf. Sci. & Eng., Ningbo Univ., Ningbo, China; Gangyi Jiang Pracoviště: Fac. of Inf. Sci. & Eng., Ningbo Univ., Ningbo, China; T Srikanthan Pracoviště: Centre for High Performance Embedded Syst., Nanyang Technol. Univ., Singapore, Singapore
Vydání/formát: Článek Článek
Zdroj:IEEE Transactions on Image Processing, v22 n5 (201305): 1940-1953
Jiné databáze: WorldCatWorldCatWorldCat
Shrnutí:
Perceptual quality assessment is a challenging issue in 3D signal processing research. It is important to study 3D signal directly instead of studying simple extension of the 2D metrics directly to the 3D case as in some previous studies. In this paper, we propose a new perceptual full-reference quality assessment metric of stereoscopic images by considering the binocular visual characteristics. The major technical  Přečíst více...
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Detaily

Typ dokumentu Článek
Všichni autoři/tvůrci: Feng Shao Pracoviště: Fac. of Inf. Sci. & Eng., Ningbo Univ., Ningbo, China; Weisi Lin Pracoviště: Centre for Multimedia & Network Technol., Nanyang Technol. Univ., Singapore, Singapore; Shanbo Gu Pracoviště: Fac. of Inf. Sci. & Eng., Ningbo Univ., Ningbo, China; Gangyi Jiang Pracoviště: Fac. of Inf. Sci. & Eng., Ningbo Univ., Ningbo, China; T Srikanthan Pracoviště: Centre for High Performance Embedded Syst., Nanyang Technol. Univ., Singapore, Singapore
ISSN:1057-7149
Jednoznačný identifikátor: 5872810352
Ocenění:

Anotace:

Perceptual quality assessment is a challenging issue in 3D signal processing research. It is important to study 3D signal directly instead of studying simple extension of the 2D metrics directly to the 3D case as in some previous studies. In this paper, we propose a new perceptual full-reference quality assessment metric of stereoscopic images by considering the binocular visual characteristics. The major technical contribution of this paper is that the binocular perception and combination properties are considered in quality assessment. To be more specific, we first perform left-right consistency checks and compare matching error between the corresponding pixels in binocular disparity calculation, and classify the stereoscopic images into non-corresponding, binocular fusion, and binocular suppression regions. Also, local phase and local amplitude maps are extracted from the original and distorted stereoscopic images as features in quality assessment. Then, each region is evaluated independently by considering its binocular perception property, and all evaluation results are integrated into an overall score. Besides, a binocular just noticeable difference model is used to reflect the visual sensitivity for the binocular fusion and suppression regions. Experimental results show that compared with the relevant existing metrics, the proposed metric can achieve higher consistency with subjective assessment of stereoscopic images.

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