No-reference stereoscopic image quality assessment based on cyclopean image and enhanced image
Sign Up to like & getrecommendations! Published in 2020 at "Signal, Image and Video Processing"
DOI: 10.1007/s11760-019-01582-6
Abstract: In order to effectively evaluate the quality of stereoscopic images, we propose a no-reference stereoscopic image quality assessment (SIQA) method. Firstly, considering the characteristics of binocular fusion, binocular rivalry, and binocular suppression of human visual… read more here.
Keywords: quality; cyclopean image; image; enhanced image ... See more keywords
Seam Manipulator: Leveraging Pixel Fusion for Depth-Adjustable Stereoscopic Image Retargeting
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2896918
Abstract: To enhance the depth perception for stereoscopic image retargeting, this paper presents a depth-adjustable stereoscopic image retargeting method via pixel fusion technique. The traditional methods enforce the depth-preserving constraint on the left and right images… read more here.
Keywords: image retargeting; adjustable stereoscopic; depth adjustable; stereoscopic image ... See more keywords
Stereoscopic Image Saliency Detection Optimization: A Multi-Cue-Driven Approach
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DOI: 10.1109/access.2019.2897404
Abstract: Numerous stereoscopic image saliency detection algorithms have been presented to detect the salient objects in a stereoscopic image. However, they typically fail to uniformly highlight all the objects when the image contains multiple objects or… read more here.
Keywords: image saliency; image; stereoscopic image; saliency ... See more keywords
Adaptive Viewpoint Feature Enhancement-Based Binocular Stereoscopic Image Saliency Detection
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3171563
Abstract: Modeling 3D visual saliency has received great attention due to the development of emerging 3D display technologies. Traditional methods relying on low-level features may not be efficient in interpreting 3D visual content from high-level semantic… read more here.
Keywords: saliency; stereoscopic; saliency detection; stereoscopic image ... See more keywords
Dual-Stream Interactive Networks for No-Reference Stereoscopic Image Quality Assessment
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2019.2902831
Abstract: The goal of objective stereoscopic image quality assessment (SIQA) is to predict the human perceptual quality of stereoscopic/3D images automatically and accurately. Compared with traditional 2D image quality assessment, the quality assessment of stereoscopic images… read more here.
Keywords: quality; quality assessment; image; stereoscopic image ... See more keywords
Stereoscopic Image Generation From Light Field With Disparity Scaling and Super-Resolution
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2019.2944519
Abstract: In this paper, we propose a novel method to generate stereoscopic images from light-field images with the intended depth range and simultaneously perform image super-resolution. Subject to the small baseline of neighboring subaperture views and… read more here.
Keywords: resolution; field; light field; stereoscopic image ... See more keywords
Stereoscopic Image Stitching via Disparity-Constrained Warping and Blending
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2019.2932573
Abstract: As a significant branch of virtual reality, stereoscopic image stitching aims to generating wide perspectives and natural-looking scenes. Existing 2D image stitching methods cannot be successfully applied to the stereoscopic images without considering the disparity… read more here.
Keywords: image stitching; stereoscopic image; constrained warping; disparity constrained ... See more keywords
Blind Stereoscopic Image Quality Evaluator based on Binocular Semantic and Quality Channels
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3064240
Abstract: Human beings always evaluate the perceptual quality of an image coupled with identifying the semantic content of images. This paper addresses the correlation issue between stereoscopic image quality assessment (SIQA) and semantic recognition. In contrast… read more here.
Keywords: quality; image; image quality; siqa ... See more keywords