D. Roobaert and M.M. V Hulle (1999)
View-based 3D object recognition with Support Vector Machines
In: IEEE Neural Networks for Signal Processing Workshop.
Some of the good results reported on SVMs for 3D object recognition are confirmed, while we compare the results with a Nearest Neighbor classifier and the Columbia University 3D object recognition system. We use three different pixel-level representations to perform the comparisons and extend the setting to the more challenging and practical case when only a limited number of views of the object are presented during training.