Published July 19, 2017 | Version v1
Dataset Open

Human Interaction Image (HII) dataset

Creators

  • 1. National University of Singapore
  • 2. University of Minnesota

Description

The Human Interaction Image (HII) dataset is a new dataset containing Web images from Commercial Search Engines (Google, Bing and Flickr). We use keyword search to collect images corresponding to four types of interactions: handshake, highfive, hug, kiss. Then we manually filter the irrelevant images. The dataset contains 2410 images with at least 550 images per interaction.

The dataset can be applied, but not limited to the following research areas:

  • interaction recognition/prediction
  • action recognition
  • video analysis
  • transfer learning

Please cite the following paper if you use the HII dataset in your work (papers, articles, reports, books, software, etc):

  • J. Li, Y. Wong, Q.Zhao, M. Kankanhalli
    Attention Transfer from Web Images for Video Recognition
    ACM Multimedia, 2017.
    http://doi.org/10.1145/3123266.3123432

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