Publications
2006
Roth, V and Ommer, B (2006).
Exploiting Low-level Image Segmentation for Object Recognition.
Pattern Recognition, Symposium of the DAGM. Springer.
4174 11--20
Technical Report (473.84 KB) Ommer, B and Buhmann, J M (2006).
Learning Compositional Categorization Models.
Proceedings of the European Conference on Computer Vision. Springer.
3953 316--329
Technical Report (1.35 MB) Ommer, B, Sauter, M and M., B J (2006).
Learning Top-Down Grouping of Compositional Hierarchies for Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, Workshop on Perceptual Organization in Computer Vision. IEEE. 194--194
Technical Report (358.98 KB) 2007
Ommer, B and Buhmann, J M (2007).
Compositional Object Recognition, Segmentation, and Tracking in Video.
Proceedings of the International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition. Springer.
4679 318--333
Technical Report (2.78 MB) Ommer, B and Buhmann, J M (2007).
Learning the Compositional Nature of Visual Objects.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. IEEE. 1--8
Technical Report (2.78 MB) Sigg, C, Fischer, B, Ommer, B, Roth, V and Buhmann, J M (2007).
Nonnegative CCA for Audiovisual Source Separation.
International Workshop on Machine Learning for Signal Processing. IEEE. 253--258
Technical Report (1.27 MB) 2009
Keränen, S V E, DePace, A, Hendriks, C L Luengo, Fowlkes, C, Arbelaez, P, Ommer, B, Brox, T, Henriquez, C, Wunderlich, Z, Eckenrode, K, Fischer, B, Hammonds, A and Celniker, S E (2009).
Computational Analysis of Quantitative Changes in Gene Expression and Embryo Morphology between Species.
Evolution-The Molecular Landscape Ommer, B and Malik, J (2009).
Multi-scale Object Detection by Clustering Lines.
Proceedings of the IEEE International Conference on Computer Vision. IEEE. 484--491
Technical Report (3.18 MB) 2010
Wagner, J and Ommer, B (2010).
Efficiently Clustering Earth Mover's Distance.
Proceedins of the Aian Conference on Computer Vision. Springer. 477--488
Technical Report (841.98 KB) Yarlagadda, P, Monroy, A, Carque, B and Ommer, B (2010).
Recognition and Analysis of Objects in Medieval Images.
Proceedins of the Aian Conference on Computer Vision, Workshop on e-Heritage. Springer. 296--305
Technical Report (2.76 MB) Yarlagadda, P, Monroy, A and Ommer, B (2010).
Voting by Grouping Dependent Parts.
Proceedings of the European Conference on Computer Vision. Springer.
6315 197--210
Technical Report (2.99 MB) 2012
Monroy, A and Ommer, B (2012).
Beyond Bounding-Boxes: Learning Object Shape by Model-driven Grouping.
IEEE Transactions on Pattern Analysis and Machine Intelligence. Springer.
7574 582--595
Technical Report (1.58 MB) Yarlagadda, P and Ommer, B (2012).
From Meaningful Contours to Discriminative Object Shape.
Proceedings of the European Conference on Computer Vision. Springer.
7572 766--779
Technical Report (4.58 MB) Antic, B and Ommer, B (2012).
Robust Multiple-Instance Learning with Superbags.
Proceedings of the Aian Conference on Computer Vision (ACCV) (Oral). Springer. 242--255
Technical Report (319.58 KB) Monroy, A, Bell, P and Ommer, B (2012).
Shaping Art with Art: Morphological Analysis for Investigating Artistic Reproductions.
Proceedings of the European Conference on Computer Vision, Workshop on VISART. Springer.
7583 571--580
Technical Report (7 MB) Eigenstetter, A and Ommer, B (2012).
Visual Recognition using Embedded Feature Selection for Curvature Self-Similarity.
Proceedings of the Conference on Advances in Neural Information Processing Systems. MIT Press. 377--385
Technical Report (3.27 MB) Pages