A Hierarchical Approach for Generating Descriptive Image Paragraphs

Recent progress on image captioning has made it possible to generate novel sentences describing images in natural language, but compressing an image into a single sentence can describe visual content in only coarse detail. While one new captioning approach, dense captioning, can potentially describe images in finer levels of detail by captioning many regions within an image, it in turn is unable to produce a coherent story for an image... (read more)

PDF Abstract CVPR 2017 PDF CVPR 2017 Abstract

Datasets


Introduced in the Paper:

Image Paragraph Captioning

Mentioned in the Paper:

COCO Penn Treebank Visual Genome

Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Methods used in the Paper


METHOD TYPE
🤖 No Methods Found Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet