Object detection in aerial images using DOTA dataset: A survey

• Published in: International journal of applied earth observation and geoinformation Vol. 134; p. 104208
• Main Authors: Chen, Ziyi, Wang, Huayou, Wu, Xinyuan, Wang, Jing, Lin, Xinrui, Wang, Cheng, Gao, Kyle, Chapman, Michael, Li, Dilong
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.11.2024; Elsevier
• Subjects: data collection; Deep learning; DOTA dataset; Object detection; RSIs; spatial data; surveys; Deep learning; RSIs; Object detection; DOTA dataset

•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...