A Novel Training Method for Faster R-CNN based Object Detection in Multi-modal Images
Fan Yang, Sheng Li Lu, Sidan Du, Yang Li · 2018
Conventional methods feed multi-modal images indiscriminately into model during training, introducing possible downgrading of performance. A novel stepwise method that trains different parts of multi-modal Faster R-CNN using different sub-datasets is presented, showing satisfactory results.