Latest Publications
A local linear level set method for the binarization of degraded historical document images
Keywords: Computer Science
A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images
Keywords: Adaptive local document image classification, Document images binarization, Historical and degraded documents
Semi-Supervised Learning for Weighted LS-SVM
Abstract:
The least squares support vector machine (LS-SVM) is an interesting variant of the SVM. It performs structural risk through margin-maximization and has excellent power of generalization. For some applications, it is more interesting to use the weighted LS-SVM where the […]
Evolving Fuzzy Classifiers: Application to Incremental Learning Handwritten Gesture Recognition Systems
Abstract:
In this paper, we present a new method to design customizable self-evolving fuzzy rule-based classifiers. The presented approach combines an incremental clustering algorithm with a fuzzy adaptation method in order to learn and maintain the model. We use this method […]
