Precise Photogrammetric Reconstruction Using Model-Based Image Fitting for 3D Beam Deformation Monitoring

被引:39
|
作者
Kwak, Eunju [1 ]
Detchev, Ivan [1 ]
Habib, Ayman [1 ]
El-Badry, Mamdouh [2 ]
Hughes, Christine [3 ]
机构
[1] Univ Calgary, Dept Geomat Engn, Calgary, AB T2N 1N4, Canada
[2] Univ Calgary, Dept Civil Engn, Calgary, AB T2N 1N4, Canada
[3] Univ Calgary, Dept Mech & Mfg Engn, Calgary, AB T2N 1N4, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Photogrammetry; Deformation; Monitoring; Deflection; Displacement; Infrastructure; Structural health monitoring; 3D reconstruction; Deformation monitoring; Vertical deflections; Planimetric displacements; LASER; CALIBRATION; STABILITY; RECTANGLE;
D O I
10.1061/(ASCE)SU.1943-5428.0000105
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Periodic structural health monitoring of infrastructure systems is important to avoid economic losses and human casualties. Traditionally, deformation monitoring has been done through surveying techniques. Recently, with the increased availability of inexpensive off-the-shelf cameras, photogrammetry has become a viable noncontact alternative for complete three-dimensional reconstruction of the object or surface of interest. This paper aims at combining two methodologies of photogrammetric reconstructionimage-matching-based reconstruction and model-based image fittingto achieve submillimeter precision for the estimation of both vertical deflections and horizontal displacements. The proposed methodology was tested with data collected using a photogrammetric system at a structures laboratory where a concrete beam was subjected to different loading conditions by a hydraulic actuator. The experimental results showed that the photogrammetric system was capable of monitoring both static and dynamic deformations. The methodology used exhibited a high level of automation and the final results yielded a root-mean-square error (RMSE) of half a millimeter.
引用
收藏
页码:143 / 155
页数:13
相关论文
共 50 条
  • [1] Advances in Model-Based 3D Image Reconstruction
    Chen, G.
    Pan, X.
    Stayman, J.
    Samei, E.
    [J]. MEDICAL PHYSICS, 2014, 41 (06) : 416 - 417
  • [2] Model-based normalization for iterative 3D PET image reconstruction
    Bai, B
    Li, Q
    Holdsworth, CH
    Asma, E
    Tai, YC
    Chatziioannou, A
    Leahy, RM
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2002, 47 (15): : 2773 - 2784
  • [3] Model-based 3D SAR Reconstruction
    Knight, Chad
    Gunther, Jake
    Moon, Todd
    [J]. ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY XXI, 2014, 9093
  • [4] Stochastic Backprojection for Accelerated Model-Based Iterative 3D Image Reconstruction
    Sisniega, A.
    Stayman, J.
    Capostagno, S.
    Weiss, C.
    Ehtiati, T.
    Siewerdsen, J.
    [J]. MEDICAL PHYSICS, 2020, 47 (06) : E554 - E554
  • [5] 3D reconstruction of organ surfaces using model-based snakes
    Tolxdorff, T
    Derz, C
    [J]. MEDICINE MEETS VIRTUAL REALITY 11: NEXTMED: HEALTH HORIZON, 2003, 94 : 360 - 366
  • [6] Model-based Offline Vehicle Tracking in Automotive Applications Using a Precise 3D Model
    Ye, Egon
    Althoff, Matthias
    [J]. 2019 IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE (ITSC), 2019, : 1128 - 1135
  • [7] Photogrammetric 3D reconstruction using mobile imaging
    Fritsch, Dieter
    Syll, Miguel
    [J]. MOBILE DEVICES AND MULTIMEDIA: ENABLING TECHNOLOGIES, ALGORITHMS, AND APPLICATIONS 2015, 2015, 9411
  • [8] Accelerated Model-Based Iterative 3D Image Reconstruction Using a Multi-Level Morphological Pyramid
    Sisniega, A.
    Stayman, J. W.
    Capostagno, S.
    Weiss, C. R.
    Ehtiati, T.
    Siewerdsen, J. H.
    [J]. MEDICAL PHYSICS, 2019, 46 (06) : E222 - E223
  • [9] A 3D MODEL-BASED APPROACH FOR FITTING MASKS TO FACES IN THE WILD
    Hong, Je Hyeong
    Kim, Hanjo
    Kim, Minsoo
    Nam, Gi Pyo
    Cho, Junghyun
    Ko, Hyeong-Seok
    Kim, Ig-Jae
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2021, : 235 - 239
  • [10] Photogrammetric approach for precise correction of camera misalignment for 3D image generation
    Kim, Jae-In
    Kim, HyeYeon
    Lee, Taeyoon
    Kim, Taejung
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2012, : 396 - 397