Given a model family and a set of unlabeled examples, one could either label specific examples or state general constraints--both provide information about the desired model. In g...
Abstract. In this paper, we present a novel deformation-aware discriminative model for handwritten digit recognition. Unlike previous approaches our model directly considers image ...
We propose a novel approach to dynamic simulation of grasps that overcomes di culties due to inconsistencies in the forward dynamics problem. The key idea in the paper is a minima...
In this paper, we propose a novel automatic framework for variational color image segmentation based on unifying adaptive region information and mixture modelling. We consider a f...
We discuss the use of models for run-time error detection to improve user-perceived reliability of consumer electronics products. The aim is to apply the approach in industrial pro...