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1 - 6 of 6
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Protocols from perceptual observations
Needham C., Ferreira L., Magee D., Devin V., Hogg D., Cohn A. Artificial Intelligence 167(1-2): 103-136, 2005. Type: Article
This is a very interesting paper on the integration of sub-symbolic and symbolic systems. One of the main features of the described system is its ability to learn, both under unsupervised and supervised training. The authors have achie...
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May 8 2006 |
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 Thoughts on the State of 3D CG in Film and Video
Buxton B. IEEE Computer Graphics and Applications 25(3): 80-83, 2005. Type: Article
This paper puts forth the argument that the three-dimensional (3D) computer graphics (CG) field needs to make itself relevant to the film industry in order to survive and grow. This thesis is supported by a number of observations, incl...
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Dec 20 2005 |
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In defense of one-vs-all classification
Rifkin R., Klautau A. The Journal of Machine Learning Research 5101-141, 2004. Type: Article
In this paper, a solid argument is presented in favor of the one-versus-all method, when compared with other, more complex, multiclass classification procedures. As practitioners, we tend to choose simpler approaches, and, if we get go...
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Jul 19 2005 |
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Enhanced (PC)2A for face recognition with one training image per person
Chen S., Zhang D., Zhou Z. Pattern Recognition Letters 25(10): 1173-1181, 2004. Type: Article
An extension to a technique known as (PC)2A, derived from the standard eigenface method widely used in face recognition, is presented in this paper. (PC)2A is based on defining first- and second-order projections ...
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Jan 13 2005 |
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Robust Feature Detection and Local Classification for Surfaces Based on Moment Analysis
Clarenz U., Rumpf M., Telea A. IEEE Transactions on Visualization and Computer Graphics 10(5): 516-524, 2004. Type: Article
Two feature detection methods, based on the zero moment and on a combination of the eigenvalues of the first and the zero moments, are presented in this paper. The authors claim these methods will be useful in a number of tasks, includ...
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Dec 22 2004 |
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A neural network model with bounded-weights for pattern classification
Liao Y., Fang S., Nuttle H. Computers and Operations Research 31(9): 1411-1426, 2004. Type: Article
This paper presents theoretical and experimental results on a proposed new neural network model, combining the concepts of multi-layer perceptron (MLP), radial basis functions (RBF), and support vector machines (SVM). The authors stron...
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Jul 28 2004 |
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