Hi, I'm Aljosa! I am working towards scaling object detection, segmentation, and tracking models to the open world and learning from raw, unlabeled streams of sensory data.
I come from the Alpine side of Slovenia. I have obtained my M.Sc. degree at the University of Bonn and Ph.D. at RWTH Aachen University under the supervision of Prof. Bastian Leibe. Currently, I am working with Prof. Deva Ramanan at the CMU Robotics Institute and Prof. Laura Leal-Taixe (Dynamic Vision and Learning Group) at the Technical University of Munich.
X. Wu, K. Lau, F. Ferroni, A. Ošep, D. Ramanan: Pix2Map: Cross-modal Retrieval for Inferring Street Maps from Images, Conference on Computer Vision and Pattern Recognition (CVPR), 2023. paper
P. Dendorfer, A. Ošep, A. Milan, K. Schindler, D. Cremers, I. Reid, S. Leal-Taixé: MOTChallenge: A Benchmark for Single-camera Multiple Target Tracking, International Journal of Computer Vision (IJCV), 2020. paper
A. Ošep, P. Voigtlaender, J. Luiten, S. Breuers, B. Leibe: Towards Large-Scale Video Object Mining, ECCV 2018 Workshop on Interactive and Adaptive Learning in an Open World, 2018. paper
A. Ošep, A. Hermans, F. Engelmann, D. Klostermann, M. Mathias, B. Leibe: Multi-Scale Object Candidates for Generic Object Tracking in Street Scenes, International Conference on Robotics and Automation (ICRA), 2016. paper
D. Mitzel, J. Diesel, A. Ošep, U. Rafi, B. Leibe: A Fixed-Dimensional 3D Shape Representation for Matching Partially Observed Objects in Street Scenes, International Conference on Robotics and Automation (ICRA), 2015. paper
M. Weinmann, A. Ošep, R. Ruiters, R. Klein: Multi-View Normal Field Integration for 3D Reconstruction of Mirroring Objects, International Conference on Computer Vision (ICCV), 2013. paper
M. Weinmann, R. Ruiters, A. Ošep, C. Schwartz, R. Klein: Fusing Structured Light Consistency and Helmholtz Normals for 3D Reconstruction, British Machine Vision Conference (BMVC), 2012. paper