Region-Aware Image Captioning via Interaction Learning

• Published in: IEEE transactions on circuits and systems for video technology Vol. 32; no. 6; pp. 3685 - 3696
• Main Authors: Liu, An-An, Zhai, Yingchen, Xu, Ning, Nie, Weizhi, Li, Wenhui, Zhang, Yongdong
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.06.2022; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Ablation; Baseball; Computer vision; Feature extraction; Free form; image captioning; Inference; interaction learning; Learning; Learning systems; Object recognition; Proposals; Region modeling; Salience; Semantics; Sports; Task analysis; Visualization

Image captioning is one of the primary goals in computer vision which aims to automatically generate natural descriptions for images. Intuitively, human visual system can notice some stimulating regions at first glance, and then volitionally focus on interesting objects within the region. For exampl...