Object detection in aerial images using DOTA dataset: A survey

Ziyi Chen, Huayou Wang, Xinyuan Wu, Jing Wang, Xinrui Lin, Cheng Wang, Kyle Gao, Michael Chapman, Dilong Li

Abstract: Highlights•Presents a comprehensive overview of literature studies related to the DOTA dataset for the first time.•Revisits other prevalent datasets related to RSIs, and offers a detailed comparative analysis against the DOTA dataset.•Elaborates on both traditional object detection techniques and those rooted in deep learning specific to remote sensing imagery.