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In Actor and Observer we introduced a dataset linking the first and third-person video understanding domains, the Charades-Ego Dataset.
Learning to recognize objects in egocentric activities
A. Fathi, X. Ren, and J. M. Rehg · 2011
Earlier work this paper cites.
Discovering important people and objects for egocentric video summarization
Y. J. Lee, J. Ghosh, and K. Grauman · 2012
Earlier work this paper cites.
Detecting activities of daily living in first-person camera views
H. Pirsiavash and D. Ramanan · 2012
Earlier work this paper cites.
First-person activity recognition: What are they doing to me?
M. S. Ryoo and L. Matthies · 2013
Earlier work this paper cites.
Learning image representations tied to ego-motion
D. Jayaraman and K. Grauman · 2015
Cited alongside, same era.
Delving into egocentric actions
Y. Li, Z. Ye, and J. M. Rehg · 2015
Cited alongside, same era.
Much ado about time: Exhaustive annotation of temporal data
G. A. Sigurdsson, O. Russakovsky, A. Farhadi, I. Laptev, and A. Gupta · 2016
Cited alongside, same era.
Hollywood in homes: Crowdsourcing data collection for activity understanding
G. A. Sigurdsson, G. Varol, X. Wang, A. Farhadi, I. Laptev, and A. Gupta · 2016
Cited alongside, same era.
Identifying first-person camera wearers in third-person videos
C. Fan, J. Lee, M. Xu, K. K. Singh, Y. J. Lee, D. J. Crandall, and M. S. Ryoo · 2017
Later among the works it cites.
First-person activity forecasting with online inverse reinforcement learning
N. Rhinehart and K. M. Kitani · 2017
Later among the works it cites.
Charades challenge 2017
G. A. Sigurdsson, J. Choi, A. Farhadi, and A. Gupta · 2017
Later among the works it cites.
Actor and observer: Joint modeling of first and third-person videos
G. A. Sigurdsson, A. Gupta, C. Schmid, A. Farhadi, and K. Alahari · 2018
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