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author:

Yan, Tao (Yan, Tao.) [1] | Jiao, Jianbo (Jiao, Jianbo.) [2] | Liu, Wenxi (Liu, Wenxi.) [3] (Scholars:刘文犀) | Lau, Rynson W. H. (Lau, Rynson W. H..) [4]

Indexed by:

EI Scopus SCIE

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 low spatial resolution of light-field images captured using compact commercial light-field cameras, the disparity range of any two subaperture views is usually very small. We propose a method to control the disparity range of the target stereoscopic images with linear or nonlinear disparity scaling and properly resolve the disocclusion problem with the aid of a smooth energy term previously used for texture synthesis. The left and right views of the target stereoscopic image are simultaneously generated by a unified optimization framework, which preserves content coherence between the left and right views by a coherence energy term. The disparity range of the target stereoscopic image can be larger than that of the input light field image. This benefits many light field image-based applications, e.g., displaying light field images on various stereo display devices and generating stereoscopic panoramic images from a light field image montage. An extensive experimental evaluation demonstrates the effectiveness of our method.

Keyword:

Cameras disparity scaling Image synthesis Light field image processing Spatial resolution Stereo image processing stereoscopic image synthesis super-resolution Three-dimensional displays

Community:

  • [ 1 ] [Yan, Tao]Jiangnan Univ, Jiangsu Key Lab Media Design & Software Technol, Wuxi 214122, Jiangsu, Peoples R China
  • [ 2 ] [Jiao, Jianbo]Univ Oxford, VGG, Oxford OX1 3QR, England
  • [ 3 ] [Jiao, Jianbo]Univ Oxford, BioMedIA Labs, Oxford OX1 3QR, England
  • [ 4 ] [Liu, Wenxi]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Fujian, Peoples R China
  • [ 5 ] [Lau, Rynson W. H.]City Univ Hong Kong, Dept Comp Sci, Hong Kong, Peoples R China

Reprint 's Address:

  • [Yan, Tao]Jiangnan Univ, Jiangsu Key Lab Media Design & Software Technol, Wuxi 214122, Jiangsu, Peoples R China

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Source :

IEEE TRANSACTIONS ON IMAGE PROCESSING

ISSN: 1057-7149

Year: 2020

Volume: 29

Page: 1827-1842

1 0 . 8 5 6

JCR@2020

1 0 . 8 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:132

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count: 5

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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