Visuals to Text: A Comprehensive Review on Automatic Image Captioning

Image captioning refers to automatic generation of descriptive texts according to the visual content of images. It is a technique integrating multiple disciplines including the computer vision (CV), natural language processing (NLP) and artificial intelligence. In recent years, substantial research...

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Veröffentlicht in:	IEEE/CAA journal of automatica sinica 2022-08, Vol.9 (8), p.1339-1365
Hauptverfasser:	Ming, Yue, Hu, Nannan, Fan, Chunxiao, Feng, Fan, Zhou, Jiangwan, Yu, Hui
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial intelligence attention mechanism Coders Computer vision Datasets Deep learning encoder-decoder framework Encoders-Decoders image captioning Information processing Measurement multi-modal understanding Natural language processing Training training strategies Visualization
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