interactive parameter adaptation tool
There are numerous publications on IPAT and its development.
IPAT was developed at the University of the West Of England as part of an ECSC Steel RTD project, Improvement of automatic surface inspection in flat steel products. It was first developed as a Matlab-based application. In 2008, as a complement to the Dynavis project, the GUI was enhanced and it was turned into a Windows application.
publications
- Pauplin, O., Caleb-Solly, P. and Smith, J.E. (2008), Interactive Parameter Adaptation Tool for Image Segmentation. IADIS, Computer Graphics and Visualization 2008 (CGV 2008) Conference. Amsterdam, July 2008. Awarded Best Paper.
- Caleb-Solly, P. and Smith, J., (2007) Adaptive Surface Inspection via Interactive Evolution, Journal of Image and Vision Computing, Special Issue on Machine Vision, vol. 25:7, 1058—1072.
- Caleb-Solly, P. and Smith, J. (2005) Incorporation of Adaptive Mutation Based on Subjective Evaluation in an Interactive Evolution Strategy. Proc. IEEE Congress on Evolutionary Computation. IEEE press, 979-986,
- Caleb-Solly, P. and Smith, J., (2004) Interactive Evolutionary Strategy Based Discovery of Image Segmentation Parameters, Adaptive Computing in Design and Manufacture VI, Springer, 2004, 209-219
- Caleb-Solly, P. and Smith, J., (2002) Adaptive Image Segmentation based on Visual Interactive Feedback Learning, Proceedings of the Fifth International Conference on Adaptive Computing in Design and Manufacturing.
- Caleb, P., M.Steuer, (2000) Classification of Surface Defects on Hot Rolled Steel Using Adaptive Learning Methods. Proceedings of the KES'2000 Fourth International Conference on Knowledge-Based Intelligent Engineering Systems & Allied Technologies, Vol. I, 103-108, 0-7803-6400-7 IEEE.