3D multispectral imaging system for contamination detection

被引:3
作者
Zhang, Chen [1 ]
Rosenberger, Maik [1 ]
Notni, Gunther [1 ,2 ]
机构
[1] Tech Univ Ilmenau, Gustav Kirchhoff Pl 2, D-98693 Ilmenau, Germany
[2] Fraunhofer Inst Appl Opt & Precis Engn, Albert Einstein Str 7, D-07743 Jena, Germany
来源
OPTICAL MEASUREMENT SYSTEMS FOR INDUSTRIAL INSPECTION XI | 2019年 / 11056卷
关键词
multimodal imaging; 3D imaging; multispectral imaging; contamination detection; specular reflection; SEGMENTATION;
D O I
10.1117/12.2525903
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The 3D multispectral imaging system proposed in this contribution realizes simultaneous detection of contaminants and 3D localization. The imaging system is composed of a digital pattern projector, a stereo-vision setup of two multispectral filter wheel cameras, and an external light source. A calibration procedure is developed to estimate simultaneously stereo camera parameters and light source parameters. For an acceleration of image acquisition, the entire spectral range is split into two parts which are captured from two different camera views and merged using structured light. The usefulness of the proposed system is demonstrated with an example of cutting oil detection. For this the fluorescence effect is utilized, and specular reflections are filtered out based on the estimation of illumination geometry. Experimental results show that the surface areas with cutting oil could be reliably distinguished from workpieces using the proposed algorithms.
引用
收藏
页数:9
相关论文
共 50 条
[41]   3D Membrane Imaging and Porosity Visualization [J].
Sundaramoorthi, Ganesh ;
Hadwiger, Markus ;
Ben-Romdhane, Mohamed ;
Behzad, Ali R. ;
Madhavan, Poornima ;
Nunes, Suzana P. .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2016, 55 (12) :3689-3695
[42]   Real-time 3D face modeling based on 3D face imaging [J].
Zhan, Shu ;
Chang, Lele ;
Zhao, Jingjing ;
Kurihara, Toru ;
Du, Hao ;
Tang, Yucheng ;
Cheng, Jun .
NEUROCOMPUTING, 2017, 252 :42-48
[43]   ADT-3D Tumor Detection Assistant in 3D [J].
Garcia Castellot, Jaime ;
Lazcano Bello, Jaime .
INTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE, 2008, 1 (01) :6-15
[44]   3D Anatomical Investigation of Achilles Tendon Using a Freehand Ultrasound Imaging System [J].
Gao, Fan .
2010 4TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING (ICBBE 2010), 2010,
[45]   Dyslexia detection using 3D convolutional neural networks and functional magnetic resonance imaging [J].
Zahia, Sofia ;
Garcia-Zapirain, Begonya ;
Saralegui, Ibone ;
Fernandez-Ruanova, Begona .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2020, 197
[46]   Deep learning based tumor detection and segmentation for automated 3D breast ultrasound imaging [J].
Barkhof, Francien ;
Abbring, Silvia ;
Pardasani, Rohit ;
Awasthi, Navchetan .
PROCEEDINGS OF THE 2024 IEEE SOUTH ASIAN ULTRASONICS SYMPOSIUM, SAUS 2024, 2024,
[47]   Multispectral imaging system by compact compound optics [J].
Shogenji, R ;
Kitamura, Y ;
Yamada, K ;
Miyatake, S ;
Tanida, J .
NANO-AND MICRO-OPTICS FOR INFORMATION SYSTEMS, 2003, 5225 :93-100
[48]   3D ultrasound biomicroscopy (3D-UBM) imaging of the eye for unique 3D assessment of ciliary body [J].
Minhaz, Ahmed Tahseen ;
Wu, Hao ;
Helms, Richard W. ;
Sevgi, Duriye Damla ;
Kim, Alvin ;
Kwak, Sunwoo ;
Orge, Faruk H. ;
Wilson, David L. .
MEDICAL IMAGING 2020: ULTRASONIC IMAGING AND TOMOGRAPHY, 2020, 11319
[49]   Robust and convenient characterization for a multispectral imaging system [J].
Yoo, Hyunjin ;
Lee, Kwan H. .
IEICE ELECTRONICS EXPRESS, 2010, 7 (21) :1608-1614
[50]   A Multispectral Imaging System to Assess Meat Quality [J].
Bandara, W. G. C. ;
Prabhath, G. W. K. ;
Dissanayake, D. W. S. C. B. ;
Herath, H. M. V. R. ;
Godaliyadda, G. M. R. I. ;
Ekanayake, M. P. B. ;
Vithana, S. S. P. ;
Demini, S. M. D. ;
Madhujith, T. .
2018 IEEE REGION 10 HUMANITARIAN TECHNOLOGY CONFERENCE (R10-HTC), 2018,