Three-dimensional shift-invariant pattern recognition in digital holographic microscopy

被引：0
作者：
Wu, Ning [1 ]
Halliwell, Neil A. [1 ]
Coupland, Jeremy M. [1 ]
机构：
[1] Loughborough Univ Technol, Wolfson Sch Mech & Mfg Engn, Loughborough, Leics, England
来源：
BIOPHOTONICS AND NEW THERAPY FRONTIERS | 2006年 / 6191卷
关键词：
holography; image processing; microscopy; Fourier optics and optical signal processing; computer holography; pattern recognition and feature extraction; three-dimensional image processing; three-dimensional microscopy; synthetic discriminant function; optical correlators;
D O I：
10.1117/12.662439
中图分类号：
Q6 [生物物理学];
学科分类号：
071011 ;
摘要：
This paper reports a three-dimensional (3D) analysis of shift-invariant pattern recognition applied to holographic images reconstructed digitally from holographic microscopes. It is shown that the sequential application of a 2D filter to plane-by-plane reconstructions of an optical field is exactly equivalent to the application of a more general filter with a 3D impulse response. We show that any 3D filter with arbitrary impulse response can be implemented in this way. The process is illustrated (in 3D) by filtering a holographic image of different sized glass spheres suspended in water.
引用
收藏
页数：12
相关论文
共 50 条
  • [1] An experimental investigation of three-dimensional particle aggregation using digital holographic microscopy
    Tamrin, K. F.
    Rahmatullah, B.
    Samuri, S. M.
    OPTICS AND LASERS IN ENGINEERING, 2015, 68 : 93 - 103
  • [2] Review of digital holographic microscopy for three-dimensional profiling and tracking
    Yu, Xiao
    Hong, Jisoo
    Liu, Changgeng
    Kim, Myung K.
    OPTICAL ENGINEERING, 2014, 53 (11)
  • [3] Three-dimensional microscopy and measurement by phase-shifting digital holography
    Yamaguchi, I
    FIFTH INTERNATIONAL CONFERENCE ON CORRELATION OPTICS, 2001, 4607 : 153 - 160
  • [4] Automatic three-dimensional localization of micro-particles using digital holographic microscopy
    Antkowiak, Maciej
    Callens, Natacha
    Yourassowsky, Catherine
    Dubois, Frank
    Interferometry XIV: Applications, 2008, 7064
  • [5] Accurate three-dimensional detection of micro-particles by means of digital holographic microscopy
    Antkowiak, Maciej
    Callens, Natacha
    Schockaert, Cedric
    Yourassowsky, Catherine
    Dubois, Frank
    OPTICAL MICRO- AND NANOMETROLOGY IN MICROSYSTEMS TECHNOLOGY II, 2008, 6995
  • [6] Three-dimensional quantitative phase measurement by Common-path Digital Holographic Microscopy
    Xu Qiangsheng
    Qu Weijuan
    Choo, Chee Oi
    Asundi, Anand
    INTERNATIONAL CONFERENCE ON OPTICS IN PRECISION ENGINEERING AND NANOTECHNOLOGY (ICOPEN 2011), 2011, 19
  • [7] Compression of digital holograms for three-dimensional object recognition
    Naughton, TJ
    Frauel, Y
    Javidi, B
    Tajahuerce, E
    ALGORITHMS AND SYSTEMS FOR OPTICAL INFORMATION PROCESSING V, 2001, : 280 - 289
  • [8] Human red blood cell recognition enhancement with three-dimensional morphological features obtained by digital holographic imaging
    Jaferzadeh, Keyvan
    Moon, Inkyu
    JOURNAL OF BIOMEDICAL OPTICS, 2016, 21 (12)
  • [9] Three-dimensional pattern recognition: algorithms and systems
    Javidi, B
    Tajahuerce, E
    AUTOMATIC TARGET RECOGNITION XI, 2001, 4379 : 277 - 288
  • [10] Three-dimensional counting of morphologically normal human red blood cells via digital holographic microscopy
    Yi, Faliu
    Moon, Inkyu
    Lee, Yeon H.
    JOURNAL OF BIOMEDICAL OPTICS, 2015, 20 (01)
12345