The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces

Joseph P. Robinson; Can Qin; Ming Shao; Matthew A. Turk; Rama Chellappa; Yun Fu

doi:10.1109/FG52635.2021.9666990

The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces

Joseph P. Robinson
, Can Qin
, Ming Shao
, Matthew A. Turk
, Rama Chellappa
, Yun Fu

Whiting School of Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Recognizing Families In the Wild (RFIW), held as a data challenge in conjunction with the 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG), is a large-scale, multi-track visual kinship recognition evaluation. For the fifth edition of RFIW, we continue to attract scholars, bring together professionals, publish new work, and discuss prospects. In this paper, we summarize submissions for the three tasks of this year's RFIW: specifically, we review the results for kinship verification, tri-subject verification, and family member search and retrieval. We look at the RFIW problem, share current efforts, and make recommendations for promising future directions.

Original language	English (US)
Title of host publication	Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021
Editors	Vitomir Struc, Marija Ivanovska
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665431767
DOIs	https://doi.org/10.1109/FG52635.2021.9666990
State	Published - 2021
Event	16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021 - Virtual, Online, India Duration: Dec 15 2021 → Dec 18 2021

Publication series

Name	Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021

Conference

Conference	16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021
Country/Territory	India
City	Virtual, Online
Period	12/15/21 → 12/18/21

ASJC Scopus subject areas

Computer Vision and Pattern Recognition
Control and Optimization

Access to Document

10.1109/FG52635.2021.9666990

Cite this

Robinson, J. P., Qin, C., Shao, M., Turk, M. A., Chellappa, R., & Fu, Y. (2021). The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces. In V. Struc, & M. Ivanovska (Eds.), Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021 (Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/FG52635.2021.9666990

The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces. / Robinson, Joseph P.; Qin, Can; Shao, Ming et al.
Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021. ed. / Vitomir Struc; Marija Ivanovska. Institute of Electrical and Electronics Engineers Inc., 2021. (Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Robinson, JP, Qin, C, Shao, M, Turk, MA, Chellappa, R & Fu, Y 2021, The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces. in V Struc & M Ivanovska (eds), Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021. Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021, Institute of Electrical and Electronics Engineers Inc., 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021, Virtual, Online, India, 12/15/21. https://doi.org/10.1109/FG52635.2021.9666990

Robinson JP, Qin C, Shao M, Turk MA, Chellappa R, Fu Y. The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces. In Struc V, Ivanovska M, editors, Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021. Institute of Electrical and Electronics Engineers Inc. 2021. (Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021). doi: 10.1109/FG52635.2021.9666990

Robinson, Joseph P. ; Qin, Can ; Shao, Ming et al. / The 5th Recognizing Families in the Wild Data Challenge : Predicting Kinship from Faces. Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021. editor / Vitomir Struc ; Marija Ivanovska. Institute of Electrical and Electronics Engineers Inc., 2021. (Proceedings - 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2021).

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abstract = "Recognizing Families In the Wild (RFIW), held as a data challenge in conjunction with the 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG), is a large-scale, multi-track visual kinship recognition evaluation. For the fifth edition of RFIW, we continue to attract scholars, bring together professionals, publish new work, and discuss prospects. In this paper, we summarize submissions for the three tasks of this year's RFIW: specifically, we review the results for kinship verification, tri-subject verification, and family member search and retrieval. We look at the RFIW problem, share current efforts, and make recommendations for promising future directions.",

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AB - Recognizing Families In the Wild (RFIW), held as a data challenge in conjunction with the 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG), is a large-scale, multi-track visual kinship recognition evaluation. For the fifth edition of RFIW, we continue to attract scholars, bring together professionals, publish new work, and discuss prospects. In this paper, we summarize submissions for the three tasks of this year's RFIW: specifically, we review the results for kinship verification, tri-subject verification, and family member search and retrieval. We look at the RFIW problem, share current efforts, and make recommendations for promising future directions.

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The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces

Abstract

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ASJC Scopus subject areas

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