Article

Martínez del Rincón, J, Lewandowski, M., Nebel, J.C. and Makris, D. (2014) Generalised Laplacian Eigenmaps for Modelling and Tracking Human Motions. IEEE Transactions on Cybernetics, 44(9), pp. 1646-1660. ISSN (print) 2168-2267

Lewandowski, Michal, Makris, Dimitrios, Velastin, Sergio A and Nebel, Jean-Christophe (2014) Structural Laplacian eigenmaps for modeling sets of multivariate sequences. IEEE Transactions on Cybernetics, 44(6), pp. 936-949. ISSN (print) 2168-2267

Lewandowski, Michal, Makris, Dimitrios and Nebel, Jean-Christophe (2010) Automatic configuration of spectral dimensionality reduction methods. Pattern Recognition Letters, 31(12), pp. 1720-1727. ISSN (print) 0167-8655

Book Section

Lewandowski, M, Simonnet, D, Makris, D., Velastin, S.A. and Orwell, J. (2013) Tracklet Reidentification in Crowded Scenes using Bag of Spatio-Temporal Histograms of Oriented Gradients. In: Carrasco-Ochoa, Jesús Ariel , Martínez-Trinidad, José Francisco , Rodríguez, Joaquín Salas and Sanniti di Baja, Gabriella, (eds.) Pattern Recognition. Springer Berlin Heidelberg. pp. 94-103. (Lecture Notes in Computer Science, (7914)) ISSN (online) 0302-9743 ISBN 9783642389887

Lewandowski, Michal, Makris, Dimitrios and Nebel, Jean-Christophe (2010) View and style-independent action manifolds for human activity recognition. In: Daniilidis, Kostas , Maragos, Petros and Paragios, Nikos, (eds.) Computer Vision – ECCV 2010. Berlin, Germany : Springer. pp. 547-560. (Lecture Notes in Computer Science, 6316(6316)) ISSN (print) 0302-9743 ISBN 9783642155666

Conference or Workshop Item

Lewandowski, Michal and Orwell, James (2012) Co-training on multi-view unlabelled data. In: 27th Conference on Image and Vision Computing; 26-28 Nov 2012, Dunedin, New Zealand. ISBN 9781450314732

Simonnet, Damien, Lewandowski, Michal, Velastin, Sergio A., Orwell, James and Turkbeyler, Esin (2012) Re-Identification of pedestrians in crowds using dynamic time warping. In: 1st International Workshop on Re-Identification, ECCV 2012; 12 Oct 2012, Florence, Italy.

Moutzouris, Alexandros, Martinez del Rincon, Jesus, Lewandowski, Michal, Nebel, Jean-Christophe and Makris, Dimitrios (2011) Human pose tracking in low dimensional space enhanced by limb correction. In: IEEE International Conference on Image Processing; 11 - 14 Sep 2011, Brussels, Belgium.

Lewandowski, Michal, Makris, Dimitrios and Nebel, Jean-Christophe (2011) Probabilistic feature extraction from time series using spatio-temporal constraints. In: 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining; 24-27 May 2011, Shenzhen, China.

Nebel, J. C., Lewandowski, Micha, Thévenon, Jérôme, Martinez, Francisco and Velastin, Sergio (2011) Are current monocular computer vision systems for human action recognition suitable for visual surveillance applications? In: 7th International Symposium on Visual Computing; 26-28 Sep 2011, Las Vegas, USA.

Lewandowski, Michal, Makris, Dimitrios and Nebel, Jean-Christophe (2010) View and style-independent action manifolds for human activity recognition. In: 11th European Conference on Computer Vision; 5 Sept - 11 Sept 2010, Crete, Greece.

Lewandowski, Michal, Makris, Dimitrios and Nebel, Jean-Christophe (2010) View and style-independent action manifolds for human activity recognition. In: BMVA Symposium: Temporal Pattern Learning and Recognition; 22 Sept 2010, London, U.K..

Lewandowski, Michal, Martínez del Rincón, Jesus, Makris, Dimitrios and Nebel, Jean-Christophe (2010) Temporal extension of Laplacian Eigenmaps for unsupervised dimensionality reduction of time series. In: 20th International Conference on Pattern Recognition; 23 Aug - 26 Aug 2010, Istanbul, Turkey. ISSN (print) 1051-4651 ISBN 9780769541099

Lewandowski, M., Makris, D. and Nebel, J.-C. (2009) Automatic configuration of spectral dimensionality reduction methods for 3D human pose estimation. In: IEEE International Conference on Computer Vision 2009; 03 Oct 2009, Kyoto, Japan. (Unpublished)

Lewandowski, Michal, Makris, Dimitrios and Nebel, Jean-Christophe (2009) A spatio-temporal extension of laplacian eigenmaps for nonlinear dimension reduction. In: BMVA Symposium: Articulated Human Motion; 23 Oct 2009, London, U.K..

Thesis

Lewandowski, Michał (2011) Advanced non linear dimensionality reduction methods for multidimensional time series : applications to human motion analysis. (PhD thesis), Kingston University, .