Classifier grids for robust adaptive object detection. - Peter M. Roth; Sabine Sternig; Helmut Grabner; Horst Bischof (CVPR, 2009)

Learning of Scene-Specific Object Detectors by Classifier Co-Grids. - Sabine Sternig; Peter M. Roth; Horst Bischof (AVSS, 2010)

Context-driven clustering by multi-class classification in an active learning framework. - Martin Godec; Sabine Sternig; Peter M. Roth; Horst Bischof (CVPR Workshops, 2010)

TransientBoost: On-line boosting with transient data. - Sabine Sternig; Martin Godec; Peter M. Roth; Horst Bischof (CVPR Workshops, 2010)

Inverse Multiple Instance Learning for Classifier Grids. - Sabine Sternig; Peter M. Roth; Horst Bischof (ICPR, 2010)

Multimodal highway monitoring for robust incident detection. - Michael Pucher; Dietmar Schabus; Peter Schallauer; Yuriy Lypetskyy; Franz Graf 002; Harald Rainer; Michael Stadtschnitzer; Sabine Sternig; Josef A. Birchbauer; Wolfgang Schneider; Bernhard Schalko (ITSC, 2010)

Multi-camera multi-object tracking by robust hough-based homography projections. - Sabine Sternig; Thomas Mauthner; Arnold Irschara; Peter M. Roth; Horst Bischof (ICCV Workshops, 2011)

Hough Regions for Joining Instance Localization and Segmentation. - Hayko Riemenschneider; Sabine Sternig; Michael Donoser; Peter M. Roth; Horst Bischof (ECCV (3), 2012)

On-line inverse multiple instance boosting for classifier grids. - Sabine Sternig; Peter M. Roth; Horst Bischof (Pattern Recognit. Lett., 2012)

Robust Real-Time Tracking of Multiple Objects by Volumetric Mass Densities. - Horst Possegger; Sabine Sternig; Thomas Mauthner; Peter M. Roth; Horst Bischof (CVPR, 2013)

Learning Object Detectors in Stationary Environments. - Peter M. Roth; Sabine Sternig; Horst Bischof (Advanced Topics in Computer Vision, 2013)

Hough Forests Revisited: An Approach to Multiple Instance Tracking from Multiple Cameras. - Georg Poier; Samuel Schulter; Sabine Sternig; Peter M. Roth; Horst Bischof (GCPR, 2014)

UniCoRN: Unified Commented Retrieval Network with LMMs. - Maximilian Jaritz; Matthieu Guillaumin; Sabine Sternig; Loris Bazzani (CoRR, 2025)