Languages
Publications
2013
Image binarization for end-to-end text understanding in natural images. In: ICDAR.; 2013. p. 128-32.
2012
Online Random Forest for Interactive Image Segmentation. In: International Workshop on Experimental Economics and Machine Learning. Leuven, BE; 2012. Abstract
Large-lexicon attribute-consistent text recognition in natural images. In: ECCV.; 2012. p. 752-65.
On detection of multiple object instances using hough transforms. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 2012;34:1773-84.
2011
Geometric image parsing in man-made environments. IJCV. 2011.
2010
Non-Associative Markov Networks for 3D Point Cloud Classification. In: Photogrammetric Computer Vision and Image Analysis. Paris: ISPRS; 2010. Abstract
On detection of multiple object instances using Hough transform. In: Computer Vision and Pattern Recognition.; 2010. Abstract
Geometric Image Parsing in Man?Made Environments. In: European Conference on Computer Vision.; 2010.
2009
Efficient Road Mapping via Interactive Image Segmentation. In: Object Extraction for 3D City Models, Road Databases and Traffic Monitoring (CMRT). Vol XXXVIII.; 2009. Abstract
ODDboost: Incorporating posterior estimates into AdaBoost . Lecture Notes in Computer Science. 2009;5632/2009:178-90.
Incorporating posterior estimates into AdaBoost. Pattern Recognition and Image Analysis. 2009;19(3):421-34.
Generic regularization of boosting-based algorithms for the discovery of regime-independent portfolio strategies from high-noise time series. In: The Fourth International Conference on Innovative Computing, Information and Control.; 2009.
2008
Removal of confusing training samples as a generic mechanism to improve and diversify trading strategies discovered by boosting-based optimisation. In: Proceedings of Computational Intelligence in Economics and Finance.; 2008.
Semantic segmentation of road images based on cascade classifiers. In: Proceedings of PRIA.; 2008.
Fast automatic single-view 3-d reconstruction of urban scenes. In: Proceedings of European Conference of Computer Vision.; 2008.
Discovery of multi-component portfolio strategies with continuous tuning to the changing market micro-regimes using input-dependent boosting. In: Computational Finance and its Applications III.; 2008.
2007
Avoiding Boosting Overfitting by Removing 'Confusing Samples'. In: European Conference on Machine Learning ECML. Springer; 2007. p. 430-41.