Title :
Light field image editing by 4D patch synthesis
Author :
Ke-Wei Chen ; Ming-Hsu Chang ; Yung-Yu Chuang
Author_Institution :
Nat. Taiwan Univ., Taipei, Taiwan
fDate :
June 29 2015-July 3 2015
Abstract :
This paper presents a patch-based synthesis framework for lightfield image editing. The core of the proposed method builds upon a patch-based optimization approach. The main contribution of the paper is to extend the versatile patch-based image editing framework to 4D lightfield images and enable many editing applications for them. Specifically, the paper introduces a novel 4D lightfield patch consistency measure for avoiding synthesis of inconsistent patches into the edited lightfield images. Combining with a joint 4D patch search, our method is able to maintain the correlation among views and render a consistent interpretation of the scene. The proposed method offers patch-based solutions to a wide variety of lightfield image editing problems, including inpainting, retargeting and reshuffling.
Keywords :
image processing; 4D lightfield images; 4D lightfield patch consistency measure; 4D patch synthesis; joint 4D patch search; lightfield image editing; patch-based optimization approach; Cameras; Computer vision; Conferences; Image color analysis; Indexes; Pattern recognition; Stereo image processing; Lightfield images; image editing; patch synthesis;
Conference_Titel :
Multimedia and Expo (ICME), 2015 IEEE International Conference on
Conference_Location :
Turin
DOI :
10.1109/ICME.2015.7177447