Bernt Schiele

Robust Object Detection with Interleaved Categorization and Segmentation

Monocular Visual Scene Understanding: Understanding Multi-Object Traffic Scenes

Following recent advances in detection, context modeling, and tracking, scene understanding has been the focus of renewed interest in computer vision research. This paper presen...

What Makes for Effective Detection Proposals?

Current top performing object detectors employ detection proposals to guide the search for objects, thereby avoiding exhaustive sliding window search across images. Despite the ...

Recognition without Correspondence using Multidimensional Receptive Field Histograms

Zero-Shot Learning—A Comprehensive Evaluation of the Good, the Bad and the Ugly

Due to the importance of zero-shot learning, i.e., classifying images where there is a lack of labeled training data, the number of proposed approaches has recently increased st...