Multi-Dataset, Multitask Learning of Egocentric Vision Tasks.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2021.3061479
Abstract: For egocentric vision tasks such as action recognition, there is a relative scarcity of labeled data. This increases the risk of overfitting during training. In this paper, we address this issue by introducing a multitask… read more here.
Keywords: multitask; action; egocentric vision; vision tasks ... See more keywords
Leveraging Hand-Object Interactions in Assistive Egocentric Vision.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on pattern analysis and machine intelligence"
DOI: 10.1109/tpami.2021.3123303
Abstract: Egocentric vision holds great promise for increasing access to visual information and improving the quality of life for blind people. While we strive to improve recognition performance, it remains difficult to identify which object is… read more here.
Keywords: hand object; hand; egocentric vision; leveraging hand ... See more keywords