Automated Image Description Generation System

A Automated Image Description Generation System is a Text Generation System that converts an image captions into a text item.

• AKA: Image Caption Generation System.
• Context:
  • It can solve an Automated Image Description Generation Task by implementing a Automated Image Description Generation Algorithm.
• Example(s):
  • Image Captions Generation via Neural Machine Translation and Attention Mechanism (Xu et al., 2015),
• Counter-Example(s):
  • Data-to-Text Generation System,
  • Mention Generation System,
  • CJS Neural Narrative Text Generation Benchmark System,
  • LSPGS Text Summarization System,
  • Neural Machine Translation System.
• See: Natural Language Processing System, Natural Language Generation System, Natural Language Understanding System, Natural Language Inference System.

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References

2020

• (Wang et al., 2020) ⇒ Haoran Wang, Yue Zhang, and Xiaosheng Yu (2020). "An Overview of Image Caption Generation Methods". In: Computational Intelligence and Neuroscience, 2020.

2015

• (Xu et al., 2015) ⇒ Kelvin Xu, Jimmy Lei Ba, Ryan Kiros, Kyunghyun Cho, Aaron Courville, Ruslan Salakhutdinov, Richard S. Zemel, and Yoshua Bengio. (2015). “Show, Attend and Tell: Neural Image Caption Generation with Visual Attention.” In: Proceedings of the 32nd International Conference on Machine Learning (ICML 2015), Volume 37.

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