Automatic image annotation based on deep learning models: A systematic review and future challenges

• Main Authors: Adnan, Myasar Mundher, Mohd. Rahim, Mohd. Shafry, Rehman, Amjad, Mehmood, Zahid, Saba, Tanzila, Naqvi, Rizwan Ali
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2021
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.utm.my/id/eprint/95896/1/MohdShafry2021_AutomaticImageAnnotationBasedonDeepLearningModels.pdf; http://eprints.utm.my/id/eprint/95896/; http://dx.doi.org/10.1109/ACCESS.2021.3068897

Recently, much attention has been given to image annotation due to the massive increase in image data volume. One of the image retrieval methods which guarantees the retrieval of images in the same way as texts are automatic image annotation (AIA). Consequently, numerous studies have been conducted...