Latest Publications
Feature Set Evaluation for Offline Handwriting Recognition Systems: Application to the Recurrent Neural Network Model
The performance of handwriting recognition systems is dependent on the features extracted from the word image. A large body of features exists in the literature, but no method has yet been proposed to identify the most promising of […]
Lexicon reduction of handwritten Arabic subwords based on the prominent shape regions
This paper presents a new lexicon reduction method for historical Arabic scripts that compares the input subword image with the lexicon entries, and selects the most similar ones. In comparing two subword images, more importance is given to […]
Multi-Objective Optimization in Dynamic Content Adaptation of Slide Documents
In mobile web conferencing, slide decks should be optimized before delivery to meet the constraints and environments of target mobile devices. To deliver optimally adapted slides, a trade-off between the visual aspect and delivery time must be reached. […]
Summit-Training: A hybrid Semi-Supervised technique and its application to classification tasks
With an explosion in the amount of data available for classification problems it becomes more and more complicated to obtain labels for the whole dataset. Because of this we are frequently presented with only a fraction of labeled […]
