Pull-Off Arm and Vibration Stoppers DetectionTopicMulti-source Machine Learning for Computer VisionGrantJapan Rail East Information Systems 2018Total: $80KPI: Hoda EldardiryObjectivesObject detection in front-facing videos from cameras mounted on trainsPublicationsHybrid image-based defect detection for railroad maintenance – Electronic Imaging 2019