Open perceptual binocular and monocular descriptors for stereoscopic 3D images and video characterization

Lebreton, Pierre; Raake, Alexander; Barkowsky, Marcus; Callet, Patrick Le

doi:10.1109/qomex.2015.7148153

2015 Seventh International Workshop on Quality of Multimedia Experience (QoMEX) 2015

DOI: 10.1109/qomex.2015.7148153

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Open perceptual binocular and monocular descriptors for stereoscopic 3D images and video characterization

Pierre Lebreton¹,

Alexander Raake²,

Marcus Barkowsky

et al.

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Cited by 2 publications

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“…research fields [1]- [5]. At the same time, we are also aware of the fact that all kinds of distortion types introduced during the process of transmission, processing and display will lead to the decrease of quality and great visual discomfort [6], [7]. Therefore designing an effective SIQA method is still a challenging area in image processing due to the complex and non-intuitive interactions of multiple 3D visual cues including depth perception, visual comfort and 2D-IQA related issues [8].…”

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confidence: 99%

Quality Index for Stereoscopic Images by Jointly Evaluating Cyclopean Amplitude and Cyclopean Phase

Lin

Yang

et al. 2017

IEEE J. Sel. Top. Signal Process.

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With widespread applications of 3D technology, measuring quality of experience (QoE) for 3D multimedia content plays an increasingly important role. In this paper, we propose a full reference stereo image quality assessment (SIQA) framework which focuses on the innovation of binocular visual properties and applications of low-level features. On one hand, based on the fact that human visual system (HVS) understands an image mainly according to its low-level features, local phase and local amplitude extracted from phase congruency (PC) measurement are employed as primary features. Considering the less prominent performance of amplitude in IQA, visual saliency is applied into the modification on amplitude. On the other hand, by fully considering binocular rivalry phenomena, we create the cyclopean amplitude map and cyclopean phase map. With this method, both image features and binocular visual properties are mutually combined with each other. Meanwhile, a novel binocular modulation function in spatial domain is also adopted into the overall quality prediction of amplitude and phase. Extensive experiments demonstrate that the proposed framework achieves higher consistency with subjective tests than relevant SIQA metrics. Index Terms-Stereo image quality assessment, Amplitude and phase, Phase congruency, Binocular visual properties, Human visual system I. INTRODUCTION T HE wave of 3D technology greatly enriches the way we perceive the world. With a large number of 3D films coming out and finally achieving commercial success, 3D technology has gained much more attention in creating a better psychological perception. The applications of 3D technology cover a wide range, including entertainments and scientific

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confidence: 99%

Quality Index for Stereoscopic Images by Jointly Evaluating Cyclopean Amplitude and Cyclopean Phase

Lin

Yang

et al. 2017

IEEE J. Sel. Top. Signal Process.

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Depth Perception Assessment of 3D Videos Based on Stereoscopic and Spatial Orientation Structural Features

Wan

Huang

Shang

et al. 2023

IEEE Trans. Circuits Syst. Video Technol.

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Open perceptual binocular and monocular descriptors for stereoscopic 3D images and video characterization

Cited by 2 publications

References 14 publications

Quality Index for Stereoscopic Images by Jointly Evaluating Cyclopean Amplitude and Cyclopean Phase

Quality Index for Stereoscopic Images by Jointly Evaluating Cyclopean Amplitude and Cyclopean Phase

Depth Perception Assessment of 3D Videos Based on Stereoscopic and Spatial Orientation Structural Features

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