Mitsubishi Electric Research Laboratories

C. Oncel Tuzel

MERL Research / Technical Staff
Member Research Staff
Ph.D., Rutgers University, 2008

Phone: 617 621-7569
Email:




Publications:

Polatkan, G.; Tuzel, O., "Compressed Inference for Probabilistic Sequential Models", Conference on Uncertainty in Artificial Intelligence (UAI), July 2011 (UAI 2011, TR2011-051)

Liu, M-Y, Tuzel, O.; Ramalingam, S.; Chellappa, "Entropy Rate Superpixel Segmentation", IEEE Computer Vision & Pattern Recognition (CVPR), June 2011 (IEEE Xplore, TR2011-035)

Sankaranarayanan, A.C.; Veeraraghavan, A.; Tuzel, O.; Agrawal, A., "Image Invariants for Smooth Reflective Surfaces", European Conference on Computer Vision (ECCV), September 2010 (ECCV 2010, TR2010-082)

Ramalingam, S.; Taguchi, Y.; Marks, T.K.; Tuzel, O., "P2Pi: A Minimal Solution for Registration of 3D Points to 3D Planes", European Conference on Computer Vision (ECCV), ISBN: 3-642-15554-5 978-3-642-15554-3, September 2010 (ACM Digital Library, TR2010-086)

Sankaranarayanan, A.; Veeraraghavan, A.N.; Tuzel, C.O.; Agrawal, A.K., "Specular Surface Reconstruction from Sparse Reflection Correspondences", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2010 (CVPR 2010, TR2010-044)

Liu, M-Y.; Tuzel, C.O.; Veeraraghavan, A.N.; Chellappa, R., "Fast Directional Chamfer Matching", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2010 (CVPR 2010, TR2010-045)

Liu, M-Y.; Tuzel, C.O.; Veeraraghavan, A.N.; Chellappa, R.; Agrawal, A.K.; Okuda, H., "Pose Estimation in Heavy Clutter Using a Multi-Flash Camera", IEEE International Conference on Robotics and Automation (ICRA), May 2010 (ICRA 2010, TR2010-024)

Tuzel, C.O.; Porikli, F.M.; Meer, P., "Kernel Methods for Weakly Supervised Mean Shift Clustering", IEEE International Conference on Computer Vision (ICCV), DOI: 10.1109/1CCV.2009.5459204, pp. 48-55, September 2009 (IEEE Xplore, TR2009-066)

*   Tuzel, O.; Porikli, F.; Meer, P., "Pedestrian Detection via Classification on Riemannian Manifolds", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), ISSN: 0162-8828, Vol. 30, Issue 10, pp. 1713-1727, October 2008 (IEEE Xplore, TR2008-037)

*   Tuzel, O.; Porikli, F.; Meer, P., "Learning on Lie Groups for Invariant Detection and Tracking", IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), June 2008 (IEEE Xplore, TR2008-031)

*   Tuzel, O.; Porikli, F.; Meer, P., "Human Detection via Classification on Riemannian Manifolds", IEEE Computer Society Conference on Computer Vision & Pattern Recognition (CVPR), June 2007 (CVPR 2007, TR2007-046)

Porikli, F.; Tuzel, O., "Fast Construction of Covariance Matrices for Arbitrary Size Image Windows", IEEE International Conference on Image Processing (ICIP), ISSN: 1522-4880, pp.1581-1584, October 2006 (IEEE Xplore, TR2006-043)

*   Porikli, F.; Tuzel, O.; Meer, P., "Covariance Tracking using Model Update Based on Lie Algebra", IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), ISSN: 1063-6919, Vol. 1, pp. 728-735, June 2006 (IEEE Xplore)

*   Porikli, F.; Tuzel, O., "Covariance Tracker", IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), June 2006 (CVPR 2006, TR2006-042)

*   Tuzel, O.; Porikli, F.; Meer, P., "Region Covariance: A Fast Descriptor for Detection and Classification", European Conference on Computer Vision (ECCV), May 2006 (ECCV 2006, TR2005-111)

Porikli, F.; Tuzel, O., "Bayesian Background Modeling for Foreground Detection", ACM International Workshop on Video Surveillance and Sensor Networks (VSSN), ISBN: 1-59593-242-9, pp. 55-28, November 2005 (ACM Press, TR2005-101)

Porikli, F.; Tuzel, O., "Multi-Kernel Object Tracking", IEEE International Conference on Multimedia and Expo (ICME), pp. 1234-1237, July 2005 (IEEE Xplore, TR2005-122)

Tuzel, O.; Porikli, F.; Meer, P., "A Bayesian Approach to Background Modeling", IEEE Workshop on Machine Vision for Intelligent Vehicles (MVIV), ISSN: 1063-6919, Vol. 3, pp. 58, June 2005 (IEEE Xplore, TR2005-033)

Porikli, F.; Tuzel, O., "Object Tracking in Low-Frame-Rate Video", SPIE Image and Video Communications and Processing, Vol. 5685, pp. 72-79, March 2005 (SPIE Publications, TR2005-013)

Porikli, F.M.; Tuzel, O., "Fast Object Tracking by Adaptive Background Models and Mean-Shift Analysis", International Conference On Computer Vision Systems (ICVS), April 2003 (ICVS 2003)