Demosaicing images from colour cameras for digital image correlation

被引:26
作者
Forsey, A. [1 ]
Gungor, S. [1 ]
机构
[1] Open Univ, Milton Keynes MK7 6AA, Bucks, England
关键词
Digital image correlation; Demosaicing; Colour filter array; Colour camera; DISPLACEMENT MEASUREMENT;
D O I
10.1016/j.optlaseng.2016.05.006
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Digital image correlation is not the intended use for consumer colour cameras, but with care they can be successfully employed in such a role. The main obstacle is the sparsely sampled colour data caused by the use of a colour filter array (CFA) to separate the colour channels. It is shown that the method used to convert consumer camera raw files into a monochrome image suitable for digital image correlation (DIC) can have a significant effect on the DIC output. A number of widely available software packages and two in-house methods are evaluated in terms of their performance when used with DIC. Using an in-plane rotating disc to produce a highly constrained displacement field, it was found that the bicubic spline based in-house demosaicing method outperformed the other methods in terms of accuracy and aliasing suppression. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:20 / 28
页数:9
相关论文
共 25 条
  • [1] [Anonymous], 2000, Pyramidal implementation of the lucas kanade feature tracker description of the algorithm
  • [2] Bayer B., 1975, COLOUR IMAGING ARRAY
  • [3] Bouchard PJ, 2014, P 3 INT ECCC CREEP F
  • [4] Chang E, P SPIE 1999
  • [5] Corel Corporation, 2012, COR PHOT PAINT X6
  • [6] Frequency-domain methods for demosaicking of Bayer-sampled color images
    Dubois, E
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2005, 12 (12) : 847 - 850
  • [7] Low cost, high resolution DPIV for measurement of turbulent fluid flow
    Fincham, AM
    Spedding, GR
    [J]. EXPERIMENTS IN FLUIDS, 1997, 23 (06) : 449 - 462
  • [8] Fleet D, 2006, HANDBOOK OF MATHEMATICAL MODELS IN COMPUTER VISION, P239
  • [9] Goidi J, 2010, DCB DEMOSAICING ALGO
  • [10] Demosaicking: Color filter array interpolation
    Gunturk, BK
    Glotzbach, J
    Altunbasak, Y
    Schafer, RW
    Mersereau, RM
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2005, 22 (01) : 44 - 54