@inproceedings{1afc3fa84d1742ce94131ccd024668c2,
title = "HICO: A benchmark for recognizing human-object interactions in images",
abstract = "We introduce a new benchmark {"}Humans Interacting with Common Objects{"} (HICO) for recognizing human-object interactions (HOI). We demonstrate the key features of HICO: a diverse set of interactions with common object categories, a list of well-defined, sense-based HOI categories, and an exhaustive labeling of co-occurring interactions with an object category in each image. We perform an in-depth analysis of representative current approaches and show that DNNs enjoy a significant edge. In addition, we show that semantic knowledge can significantly improve HOI recognition, especially for uncommon categories.",
author = "Chao, {Yu Wei} and Zhan Wang and Yugeng He and Jiaxuan Wang and Jia Deng",
note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 15th IEEE International Conference on Computer Vision, ICCV 2015 ; Conference date: 11-12-2015 Through 18-12-2015",
year = "2015",
month = feb,
day = "17",
doi = "10.1109/ICCV.2015.122",
language = "English (US)",
series = "Proceedings of the IEEE International Conference on Computer Vision",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1017--1025",
booktitle = "2015 International Conference on Computer Vision, ICCV 2015",
address = "United States",
}