Dan Levi
I am a
researcher at the Smart Sensing and Vision Group, Advanced Technical Center – Israel,
General Motors Research. My research interests are in computer vision, machine
learning and object recognition.
Contact info:
11 Hamanofim St, Herzliya 46725, Israel
Office Phone: +972-9-9720623
Email: danmlevi@gmail.com
I am mainly interested in the task of object image understanding, and specifically in learning models for classification and interpretation in unsupervised and online settings.
Publications 2012Recent progress in road and lane detection: a survey. Aharon Bar-Hillel, Ronen Lerner, Dan Levi and Guy Raz. Machine Vision and Applications. Link
2011Fusing visual and range imaging for object class recognition. Aharon Bar-Hillel, Dmitri Hanukaev, Dan Levi. ICCV 2011. PDF
2010Part-based feature synthesis for human detection. Aharon Bar-Hillel, Dan Levi, Eyal Krupka, Chen Goldberg. ECCV 2010. PDF Appendix PFS Code
Learning to classify by ongoing feature selection. Levi D., Ullman S. Image and Vision Computing, Volume 28, Issue 4, April 2010, Pages 715-723. PDF
2009
Learning model complexity in an online environment. Levi D., Ullman S. In Proceesings, CRV 2009:260-267 (Won best paper prize).PDF
2008
Combined model for detecting, localizing, interpreting and recognizing faces.Michael D., Karlinsky, L., Levi D., Ullman S. Workshop on face detection and recognition, ECCV 2008. PDF
Unsupervised Classification and localization by consistency amplification. Karlinsky, L., Michael D., Levi D., Ullman S. ECCV (2) 2008: 321-335. PDF
2006
Learning to classify by ongoing feature selection. Levi D., Ullman S. CRV, 2006: 1 (Won best paper prize). PDF
2004
A Neural Network Model for Fragment Based Classification. Levi D. Master Thesis. 2004. PDF
Code
Predictive Feature Selection for SVM (PFS-SVM). Matlab Code
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