Reconstructing 3D light microscopic images using the EM algorithm

被引：5
|
作者：
Vitria, J
Llacer, J
机构：
[1] UNIV AUTONOMA BARCELONA,COMP VIS CTR,BELLATERRA 08193,BARCELONA,SPAIN
[2] UNIV CALIF BERKELEY,LAWRENCE BERKELEY LAB,BERKELEY,CA
来源：
PATTERN RECOGNITION LETTERS | 1996年 / 17卷 / 14期
关键词：
EM algorithm; depth from focus; optical microscopy; image restoration;
D O I：
10.1016/S0167-8655(96)00104-3
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
An iterative method to recover perfectly focused images from a set of light microscopic images is proposed. The method is based on the EM algorithm, and it assumes a prior knowledge about the Point Spread Function of the optical system, as well as about the optical parameter settings of the acquisition system. The method is applied to the visualization of integrated circuit samples through an optical microscope and to the recovery of their depth information.
引用
收藏
页码：1491 / 1498
页数：8
相关论文
共 50 条
  • [1] RECONSTRUCTION OF 3D LIGHT MICROSCOPIC IMAGES
    ZINSER, G
    ERHARDT, A
    [J]. PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS, 1984, 504 : 352 - 357
  • [2] Algorithm for Reconstructing a 3D Model of the Aortic Root Using Uniform Crushing of CT Images
    Klyshnikov, K. U.
    Ovcharenko, E. A.
    Ganyukov, V. I.
    Tarasov, R. S.
    Kokov, A. N.
    Barbarash, L. S.
    [J]. SOVREMENNYE TEHNOLOGII V MEDICINE, 2018, 10 (04) : 7 - 13
  • [3] Estimating the directions to light sources using images of eye for reconstructing 3D human face
    Tsumura, N
    Dang, MN
    Makino, T
    Miyake, Y
    [J]. ELEVENTH COLOR IMAGING CONFERENCE: COLOR SCIENCE AND ENGINEERING - SYSTEMS, TECHNOLOGIES, APPLICATIONS, 2003, : 77 - 81
  • [4] RECONSTRUCTING 3-D LIGHT-MICROSCOPIC IMAGES BY DIGITAL IMAGE-PROCESSING
    ERHARDT, A
    ZINSER, G
    KOMITOWSKI, D
    BILLE, J
    [J]. APPLIED OPTICS, 1985, 24 (02): : 194 - 200
  • [5] Reconstructing 3D garment from Still Images
    Zhong, Yueqi
    [J]. 2009 IEEE 10TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED INDUSTRIAL DESIGN & CONCEPTUAL DESIGN, VOLS 1-3: E-BUSINESS, CREATIVE DESIGN, MANUFACTURING - CAID&CD'2009, 2009, : 1900 - 1905
  • [6] Visualization and Analysis of 3D Microscopic Images
    Long, Fuhui
    Zhou, Jianlong
    Peng, Hanchuan
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2012, 8 (06)
  • [7] Reconstructing a 3D model from range images using radial flow model
    da Silva, RM
    Wu, ST
    [J]. SIBGRAPI '98 - INTERNATIONAL SYMPOSIUM ON COMPUTER GRAPHICS, IMAGE PROCESSING, AND VISION, PROCEEDINGS, 1998, : 54 - 61
  • [8] Reconstructing and resizing 3D images from DICOM files
    Fajar, Aziz
    Sarno, Riyanarto
    Fatichah, Chastine
    Fahmi, Achmad
    [J]. JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2022, 34 (06) : 3517 - 3526
  • [9] 3D IMAGE SEGMENTATION IMPLEMENTATION ON FPGA USING THE EM/MPM ALGORITHM
    Sun, Yan
    Christopher, Lauren A.
    [J]. 2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2010, : 670 - 673
  • [10] IMPLEMENTATION AND EVALUATION OF THE EM ALGORITHM FOR 3D PET
    GUERRERO, TM
    LEVIN, CS
    HUANG, SC
    DAHLBOM, M
    CHERRY, SR
    HOFFMAN, EJ
    [J]. JOURNAL OF NUCLEAR MEDICINE, 1994, 35 (05) : P187 - P187
12345