Hironori Hattori

Learning Scene-Specific Pedestrian Detectors Without Real Data

We consider the problem of designing a scene-specific pedestrian detector in a scenario where we have zero instances of real pedestrian data (i.e., no labeled real data or unsupervised real data). This scenario may arise when a new surveillance system is installed in a novel location and a scene-spe…