The SHOGUN machine learning toolbox S Sonnenburg, G Rätsch, S Henschel, C Widmer, J Behr, A Zien, F Bona, ... The Journal of Machine Learning Research 11, 1799-1802, 2010 | 345 | 2010 |
Detector of facial landmarks learned by the structured output SVM. M Uricár, V Franc, V Hlavác VISAPP (1), 547-556, 2012 | 180 | 2012 |
Optimized cutting plane algorithm for support vector machines V Franc, S Sonnenburg Proceedings of the 25th international conference on Machine learning, 320-327, 2008 | 172 | 2008 |
Statistical pattern recognition toolbox for Matlab V Franc, V Hlavác Prague, Czech: Center for Machine Perception, Czech Technical University, 2004 | 172 | 2004 |
Multi-class support vector machine V Franc, V Hlavác Object recognition supported by user interaction for service robots 2, 236-239, 2002 | 144 | 2002 |
An iterative algorithm learning the maximal margin classifier V Franc, V Hlaváč Pattern Recognition 36 (9), 1985-1996, 2003 | 110 | 2003 |
COFFIN: A Computational Framework for Linear SVMs. S Sonnenburg, V Franc ICML, 999-1006, 2010 | 92 | 2010 |
Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization. V Franc, S Sonnenburg Journal of Machine Learning Research 10 (10), 2009 | 89 | 2009 |
Greedy algorithm for a training set reduction in the kernel methods V Franc, V Hlaváč International Conference on Computer Analysis of Images and Patterns, 426-433, 2003 | 78 | 2003 |
Sequential coordinate-wise algorithm for the non-negative least squares problem V Franc, V Hlaváč, M Navara International Conference on Computer Analysis of Images and Patterns, 407-414, 2005 | 77 | 2005 |
Optimized invariant representation of network traffic for detecting unseen malware variants K Bartos, M Sofka, V Franc 25th {USENIX} Security Symposium ({USENIX} Security 16), 807-822, 2016 | 72 | 2016 |
Support Vector Machines as Probabilistic Models V Franc, Z Alexander, S Bernhard International Conference on Machine Learning, 2011 | 57 | 2011 |
Pascal large scale learning challenge S Sonnenburg, V Franc, E Yom-Tov, M Sebag | 52 | 2008 |
Statistical pattern recognition toolbox for Matlab User’s guide V Franc, V Hlavac Czech technical university, 2004 | 52 | 2004 |
License plate character segmentation using hidden markov chains V Franc, V Hlaváč Joint Pattern Recognition Symposium, 385-392, 2005 | 50 | 2005 |
Optimization algorithms for kernel methods V Franc Prague: A PhD dissertation. Czech Technical University, 2005 | 48 | 2005 |
Face and landmark detection by using cascade of classifiers H Cevikalp, B Triggs, V Franc 2013 10th IEEE International Conference and Workshops on Automatic Face and …, 2013 | 44 | 2013 |
Visual heart rate estimation with convolutional neural network R Špetlík, V Franc, J Matas Proceedings of British Machine Vision Conference, 2018 | 36 | 2018 |
Ravel: An annotated corpus for training robots with audiovisual abilities X Alameda-Pineda, J Sanchez-Riera, J Wienke, V Franc, J Čech, ... Journal on Multimodal User Interfaces 7 (1-2), 79-91, 2013 | 33 | 2013 |
Real-time multi-view facial landmark detector learned by the structured output SVM M Uřičář, V Franc, D Thomas, A Sugimoto, V Hlaváč 2015 11th IEEE International Conference and Workshops on Automatic Face and …, 2015 | 31 | 2015 |