FUSION-BASED DIGITAL IMAGE CORRELATION FRAMEWORK FOR STRAIN MEASUREMENT

被引:1
作者
Shi, Laixi [1 ]
Liu, Dehong [2 ]
Umeda, Masaki [3 ]
Hana, Norihiko [3 ]
机构
[1] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA
[2] Mitsubishi Elect Res Labs MERL, Cambridge, MA USA
[3] Mitsubishi Elect, Tokyo, Japan
来源
2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021) | 2021年
关键词
blind deconvolution; digital image correlation (DIC); image fusion and stitching; perspective-n-point (PnP); METHODOLOGY; ACCURATE;
D O I
10.1109/ICASSP39728.2021.9414987
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
We address the problem of enabling two-dimensional digital image correlation (DIC) for strain measurement on large three-dimensional objects with curved surfaces. It is challenging to acquire full-field qualified images of the surface required by DIC due to geometric distortion and the narrow visual field of the surface that a single image can cover. To overcome this issue, we propose an end-to-end DIC framework incorporating the image fusion principle to achieve full-field strain measurement over the curved surface. With a sequence of blurry images as inputs, we first recover sharp images using blind deconvolution, then project recovered sharp images to the curved surface using camera poses estimated by our proposed perspective-n-point (PnP) method called RRWLM. Images on the curved surface are stitched and then unfolded for strain analysis using DIC. Numerical experiments are conducted to validate our framework using RRWLM with comparisons to existing methods.
引用
收藏
页码:1400 / 1404
页数:5
相关论文
共 30 条
  • [1] Cluster approach based multi-camera digital image correlation: Methodology and its application in large area high temperature measurement
    Chen, Xu
    Yang, Lianxiang
    Xu, Nan
    Xie, Xin
    Sia, Bernard
    Xu, Roger
    [J]. OPTICS AND LASER TECHNOLOGY, 2014, 57 : 318 - 326
  • [2] Dawicke D.S., 1993, Crack-Tip-Opening Angle Measurements and Crack Tunneling Under Stable Tearing in Thin Sheet 2024-T3 Aluminum Alloy
  • [3] Very Fast Solution to the PnP Problem with Algebraic Outlier Rejection
    Ferraz, Luis
    Binefa, Xavier
    Moreno-Noguer, Francesc
    [J]. 2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2014, : 501 - 508
  • [4] Gavin H.P., 2019, LEVENBURG MARQURDT A, P1
  • [5] Gonzales Rafael C, 2002, DIGITAL IMAGE PROCES
  • [6] Camera calibration and 3D surface reconstruction for multi-camera semi-circular DIC system
    Hwang, Chi-Hung
    Wang, Wei-Chung
    Chen, Yung-Hsiang
    [J]. INTERNATIONAL CONFERENCE ON OPTICS IN PRECISION ENGINEERING AND NANOTECHNOLOGY (ICOPEN2013), 2013, 8769
  • [7] Kelly P., 2013, CREATIVE COMMONS ATT, V94042
  • [8] Krishnan D, 2011, PROC CVPR IEEE, P233, DOI 10.1109/CVPR.2011.5995521
  • [9] LeBlanc B., 2012, 30 IMAC C STRUCT DYN, V6, P277, DOI 10.1007/978-1
  • [10] Damage detection and full surface characterization of a wind turbine blade using three-dimensional digital image correlation
    LeBlanc, Bruce
    Niezrecki, Christopher
    Avitabile, Peter
    Chen, Julie
    Sherwood, James
    [J]. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2013, 12 (5-6): : 430 - 439