Using ART2 networks to deduce flow velocities

Keane, 1993, Theory of cross-correlation analysis of PIV images, 1 Cenedese, 1990, Digital direct analysis of a multiexposed photograph in PIV, Experiments in Fluids, 8, 273, 10.1007/BF00187229 Murata, 1993, Study of unsteady separated flows by numerical analysis and image processing Laurenco, 1993, Recent advances in LSV, PIV and PTV, 81 Kimura, 1993, Measurement of 3-D velocity vectors based on spatio-temporal image correlation: processing of erroneous vectors using neural network, Experimental and Numerical Flow Visualization, 172, 121 Murata, 1991, Automatic method for determining flow directions by using a neural network model, 657 Grant, 1993, The neural network method applied to particle image velocimetry, 437 Kanitkar, 1992, A Walsh transform neural network method for estimating the size distribution of bubbles in a liquid, Vol. 1, 20 Yamamoto, 1993, The method of velocity measurement with learning function by neural network, Journal of Visualization of Japan, 13, 103, 10.3154/jvs.13.Supplement2_103 Jambunathan, K., Hartle, S. L., Ashforth-Frost, S. & Fontama, V. N., Evaluating convective heat transfer coefficients using neural networks, International Journal of Heat and Mass Transfer (in press). Ashforth-Frost, 1995, The role of neural networks in fluid mechanics and heat transfer, 6 Teo, 1991, A neural net approach in analyzing photographs in PIV, Vol. 3, 1535 Carpenter, G. A. & Grossberg, S., ART2: Self-organization of stable category recognition codes for analogue input patterns. Applied Optics, 26, 4919–4930. Carpenter, 1991, ART2-A: an adaptive resonance algorithm for rapid category learning and recognition, Neural Networks, 4, 493, 10.1016/0893-6080(91)90045-7 Ashforth-Frost, 1993, A comparison of interrogation methods for particle image velocimetry, 478 Kimura, 1987, Image processing of flow around a circular cylinder by using correlation technique, 221