1 April 2005 Depth measurement from integral images through viewpoint image extraction and a modified multibaseline disparity analysis algorithm
ChunHong Wu, Amar Aggoun, Malcolm McCormick, Sun-Yuan Kung
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Abstract
Integral imaging is a technique capable of displaying images with continuous parallax in full natural color. This paper presents a method of extracting depth map from integral images through viewpoint image extraction. The approach starts with the constructions of special viewpoint images from the integral image. Each viewpoint image contains a two-dimensional parallel recording of the three-dimensional scene. A new mathematical expression giving the relationship between object depth and the corresponding viewpoint image pair displacement is derived by geometrically analyzing the integral recording process. The depth can be calculated from the corresponding displacement between two viewpoint images. A modified multibaseline algorithm, where the baseline is defined as the sample distance between two viewpoint images, is further adopted to integrate the information from multiple extracted viewpoint images. The developed depth extraction method is validated and applied to both real photographic and computer generated unidirectional integral images. The depth measuring solution gives a precise description of the object thickness with an error of less than 0.3% from the photographic image in the example.
©(2005) Society of Photo-Optical Instrumentation Engineers (SPIE)
ChunHong Wu, Amar Aggoun, Malcolm McCormick, and Sun-Yuan Kung "Depth measurement from integral images through viewpoint image extraction and a modified multibaseline disparity analysis algorithm," Journal of Electronic Imaging 14(2), 023018 (1 April 2005). https://doi.org/10.1117/1.1902998
Published: 1 April 2005
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CITATIONS
Cited by 5 scholarly publications.
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KEYWORDS
Microlens

Image processing

Feature extraction

Integral imaging

3D image processing

Photography

3D modeling

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