Image Captioning Task

An Image Captioning Task is a captioning task that is a vision-and-language task.

• Context:
  • It can range from being a Manual Image Captioning Task to being an Automated Image Captioning Task (such as automated image description generation).
  • It can be solved by an Image Captioning System.
  • …
• Example(s):
  • add a caption to this image...
  • …
• Counter-Example(s):
  • Visual Question Answering.
  • Audio Captioning Task.
• See: Figure Captioning, Handwriting Recognition, Image Classification.

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References

2015

• (Lebretémi et al., 2015) ⇒ Rémi Lebretémi, Pedro O. Pinheiro, and Ronan Collobert. (2015). “Phrase-based Image Captioning." arXiv preprint arXiv:1502.03671
• (Devlin et al., 2015) ⇒ Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, and Margaret Mitchell. (2015). “Language Models for Image Captioning: The Quirks and What Works." arXiv preprint arXiv:1505.01809
• (Chen et al., 2015) ⇒ Xinlei Chen, Hao Fang, Tsung-Yi Lin, Ramakrishna Vedantam, Saurabh Gupta, Piotr Dollár, and C Lawrence Zitnick. 2015. Microsoft COCO captions: Data collection and evaluation server. arXiv preprint arXiv:1504.00325.

2004

• (Pan et al., 2004) ⇒ Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, and Pinar Duygulu. (2004). “Gcap: Graph-based Automatic Image Captioning.” In: Computer Vision and Pattern Recognition Workshop,
• (Pan et al., 2004) ⇒ Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu, and Christos Faloutsos. (2004). “Automatic Image Captioning.” In: Multimedia and Expo,

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