Image fusion techniques for robust inspection of specular surfaces

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5099, Issue , 2003, Pages 77-86

  León, Fernando Puente ^a   Kammel, Sören ^b  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

^b UNIVERSITY OF KARLSRUHE   (Germany)

Author keywords

Automated visual inspection; Bayesian fusion theory; Car body parts; Illumination; Image fusion; Machined surfaces; Painted surfaces; Smooth surfaces; Specular surfaces; Structured surfaces

Indexed keywords

ALGORITHMS; AUTOMOBILE BODIES; IMAGE PROCESSING; IMAGE RECORDING; INSPECTION; LIGHT EMITTING DIODES; LIGHTING; PROBABILITY; SURFACES; VIDEO CAMERAS;

AUTOMATED VISUAL INSPECTION; BAYESIAN FUSION THEORY; IMAGE FUSION; MACHINED SURFACES; PAINTED SURFACES; SMOOTH SURFACES; SPECULAR SURFACES; STRUCTURED SURFACES;

SENSOR DATA FUSION;

EID: 0041325062     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.485689     Document Type: Conference Paper

References (14)

1. J. Beyerer and F. Puente León, "Suppression of inhomogeneities in images of textured surfaces," Optical Engineering 36 (1), pp. 85-93, 1997.
2. F. E. Nicodemus, J. C. Richmond, J. J. Hsia, I. W. Ginsberg, and T. Limperis, Geometrical Considerations and Nomenclature for Reflectance, NBS Monograph 160, National Bureau of Standards, U.S. Department of Commerce, Washington DC, 1977.
3. P. Kierkegaard, "Reflection properties of machined metal surfaces," Optical Engineering 35 (3), pp. 845-857, 1996.
4. F. Puente León, "Enhanced imaging by fusion of illumination series," in: Sensors, Sensor Systems, and Sensor Data Processing, O. Loffeld, ed., Proc. SPIE 3100, pp. 297-308, 1997.
5. D. Pérard: Automated visual inspection of specular surfaces with structured-lighting reflection techniques, Fortschritt-Berichte VDI, Reihe 8, No. 869, VDI Verlag, Düsseldorf, 2001.
6. D. L. Hall, Mathematical Techniques in Multisensor Data Fusion, Artech House Inc., Norwood MA, 1992.
7. J. Beyerer, "Is it useful to know a nuisance parameter?," Signal Processing 68 (1), pp. 107-111, 1998.
8. J. J. Clark and A. L. Yuielle, Data Fusion for Sensory Information Processing Systems, Kluwer Academic Publishers, Boston, 1990.
9. F. Puente León, "Complementary image fusion for inspection of technical surfaces" (in German), Technisches Messen 69 (4), pp. 161-168, 2002.
10. J. Beyerer and D. Pérard, "Automatische Inspektion spiegelnder Freiformflächen anhand von Rasterreflexionen," Technisches Messen 64 (10), pp. 394-400, 1997.
11. S. Kammel, "Automated optimization of measurement setups for the inspection of specular surfaces," Proc. SPIE in: Machine Vision and Three-Dimensional Imaging Systems for Inspection and Metrology II, K. G. Harding and J. W. V. Miller, eds., 4567, pp. 199-206, 2002.
12. M. Heizmann, "Automated comparison of striation marks with the system GE/2," in: Investigative Image Processing II, Z. J. Geradts, L. I. Rudin, eds., Proc. SPIE 4709, pp. 80-91, 2002.
13. J. Beyerer and F. Puente León: "Detection of defects in groove textures of honed surfaces," International Journal of Machine Tools and Manufacture 37 (3), pp. 371-389, 1997.
14. F. Puente León, "Model-based inspection of shot peened surfaces using fusion techniques," in: Machine Vision and Three-Dimensional Imaging Systems for Inspection and Metrology, K. G. Harding, J. W. V. Miller, and B. G. Batchelor, eds., Proc. SPIE 4189, pp. 41-52, 2001.