Refereed full papers (journals, book chapters, international conferences)

1991

@article{TSL1991,
	vgclass =	{refpap},
	vgproject =	{nn},
	author =	{Tien-Ren Tsao and Haw-Jye Shyu and John M. Libert and
	Victor C. Chen},
	title =	{A {L}ie Group Approach to a Neural System for
	Three-Dimensional Interpretation of Visual Motion},
	journal =	{IEEE Transactions on Neural Networks},
	volume =	{2},
	number =	{1},
	pages =	{149--155},
	month =	{January},
	year =	{1991},
	abstract =	{This paper presents a novel approach to neural network
	computation of three-dimensional rigid motion from noisy
	two-dimensional image flow. We show that the process of 3-D
	interpretation of image flow can be viewed as a linear signal
	transformation. The elementary signals of this linear transform are the
	2-D vector fields of the six infinitesimal generators of the 3-D
	Euclidean group. This transform can be performed by a neural network.
	This paper reports the results of neural network simulations for the
	3-D interpretation of image flow and a comparison of the performance of
	this approach with that using conventional methods.  Computer
	simulation results verify the Lie-group-based neural network approach
	to three-dimensional motion perception.},
}