Title :
An MRF approach for interpreting thermochromic paint
Author :
Griffin, A. ; Windeatt, T. ; Stoddart, A.J. ; Kittler, J. ; Crida, R.C.
Author_Institution :
Sch. of Electron. Eng., Inf. Technol. & Math., Surrey Univ., Guildford, UK
Abstract :
Thermochromic paint, paint that changes colour according to the maximum temperature it has experienced, has a variety of uses within the automotive industry. Currently interpretation is performed manually by a human operator. This paper addresses the task of automatic interpretation, specifically addressing problems relating to feature space ambiguity. We derive a cost function to overcome these problems and utilise this within a simulated annealing framework. The method was developed using synthetic data which models the causes of ambiguity, and results are presented for real image data derived from paint-coated industrial parts
Keywords :
Markov processes; automobile industry; computer vision; simulated annealing; thermo-optical effects; MRF approach; Markov random fields; automotive industry; cost function; feature space ambiguity; image data; simulated annealing; thermochromic paint interpretation; Automotive engineering; Calibration; Colored noise; Cost function; Humans; Paints; Spline; Temperature distribution; Temperature sensors; Thermochromism;
Conference_Titel :
Pattern Recognition, 1998. Proceedings. Fourteenth International Conference on
Conference_Location :
Brisbane, Qld.
Print_ISBN :
0-8186-8512-3
DOI :
10.1109/ICPR.1998.712062