Publications

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B. Ommer, The Role of Shape in Visual Recognition, in Shape Perception in Human Computer Vision: An Interdisciplinary Perspective, Springer, 2013, p. 373--385.PDF icon Technical Report (8.18 MB)
B. Ommer and Buhmann, J. M., Learning the Compositional Nature of Visual Object Categories for Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, p. 501--516, 2010.PDF icon Technical Report (2.78 MB)
B. Ommer, Mader, T., and Buhmann, J. M., Seeing the Objects Behind the Dots: Recognition in Videos from a Moving Camera, International Journal of Computer Vision, vol. 83, p. 57--71, 2009.PDF icon Technical Report (9.61 MB)
B. Ommer and Malik, J., Multi-scale Object Detection by Clustering Lines, in Proceedings of the IEEE International Conference on Computer Vision, 2009, p. 484--491.PDF icon Technical Report (3.18 MB)
B. Ommer, Seeing the Objects Behind the Parts: Learning Compositional Models for Visual Recognition. VDM Verlag, 2008.
B. Ommer and Buhmann, J. M., Compositional Object Recognition, Segmentation, and Tracking in Video, in Proceedings of the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007, vol. 4679, p. 318--333.PDF icon Technical Report (2.78 MB)
B. Ommer and Buhmann, J. M., Learning the Compositional Nature of Visual Objects, in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2007, p. 1--8.PDF icon Technical Report (2.78 MB)
B. Ommer, Sauter, M., and M., B. J., Learning Top-Down Grouping of Compositional Hierarchies for Recognition, in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Perceptual Organization in Computer Vision, 2006, p. 194--194.PDF icon Technical Report (358.98 KB)
B. Ommer and Buhmann, J. M., Learning Compositional Categorization Models, in Proceedings of the European Conference on Computer Vision, 2006, vol. 3953, p. 316--329.PDF icon Technical Report (1.35 MB)
B. Ommer and Buhmann, J. M., Object Categorization by Compositional Graphical Models, in Proceedings of the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005, vol. 3757, p. 235--250.PDF icon Technical Report (2.07 MB)
B. Ommer and Buhmann, J. M., A Compositionality Architecture for Perceptual Feature Grouping, in Proceedings of the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003, vol. 2683, p. 275--290.PDF icon Technical Report (2.89 MB)