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author:

Yan, Tao (Yan, Tao.) [1] | Mao, Yiming (Mao, Yiming.) [2] | Wang, Jianming (Wang, Jianming.) [3] | Liu, Wenxi (Liu, Wenxi.) [4] (Scholars:刘文犀) | Qian, Xiaohua (Qian, Xiaohua.) [5] | Lau, Rynson W. H. (Lau, Rynson W. H..) [6]

Indexed by:

EI Scopus SCIE

Abstract:

With the advances in commercial light field cameras, light field image processing has attracted considerable attention from researchers. In this paper, we propose a novel method for generating stereoscopic images from a light field image pair with flexible control over the convergence of the virtual stereo cameras. We have developed a light field image-capturing prototype that consists of two horizontally arranged light field cameras (i.e., with their optical axes being parallel to each other). When using our proposed device for image/video capture, stereo photographers can concentrate on how to capture the desired visual experience without being frequently disturbed by having to manipulate the stereo camera parameters, i.e., the convergence angle of a stereo camera. During postprocessing, our method estimates accurate disparity maps for the light field image pair and then generates the target stereoscopic images that satisfy the desired stereo camera convergence requirements by adopting a novel view synthesis method for light field images. We have conducted extensive experiments to demonstrate the effectiveness of our proposed method.

Keyword:

Cameras Convergence Estimation image view synthesis Light field image Optical imaging Optimization stereo camera convergence Stereo image processing stereoscopic image Three-dimensional displays

Community:

  • [ 1 ] [Yan, Tao]Jiangnan Univ, Jiangsu Key Lab Media Design & Software Technol, Wuxi 214122, Jiangsu, Peoples R China
  • [ 2 ] [Mao, Yiming]Jiangnan Univ, Jiangsu Key Lab Media Design & Software Technol, Wuxi 214122, Jiangsu, Peoples R China
  • [ 3 ] [Wang, Jianming]Jiangnan Univ, Jiangsu Key Lab Media Design & Software Technol, Wuxi 214122, Jiangsu, Peoples R China
  • [ 4 ] [Liu, Wenxi]Fuzhou Univ, Coll Math & Comp Sci, Dept Comp Sci, Fujian 350108, Peoples R China
  • [ 5 ] [Qian, Xiaohua]Shanghai Jiao Tong Univ, Inst Med Imaging Technol, Sch Biomed Engn, Shanghai 200030, Peoples R China
  • [ 6 ] [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 CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

ISSN: 1051-8215

Year: 2020

Issue: 5

Volume: 30

Page: 1435-1450

4 . 6 8 5

JCR@2020

8 . 3 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: 4

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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