Analysis of the hands in egocentric vision: A survey
Egocentric vision (aka first-person vision–FPV) applications have thrived over the past few
years, thanks to the availability of affordable wearable cameras and large annotated …
years, thanks to the availability of affordable wearable cameras and large annotated …
Fine-grained egocentric hand-object segmentation: Dataset, model, and applications
Egocentric videos offer fine-grained information for high-fidelity modeling of human
behaviors. Hands and interacting objects are one crucial aspect of understanding a viewer's …
behaviors. Hands and interacting objects are one crucial aspect of understanding a viewer's …
Joint hand detection and rotation estimation using CNN
Hand detection is essential for many hand related tasks, eg, recovering hand pose and
understanding gesture. However, hand detection in uncontrolled environments is …
understanding gesture. However, hand detection in uncontrolled environments is …
Generalizing hand segmentation in egocentric videos with uncertainty-guided model adaptation
Although the performance of hand segmentation in egocentric videos has been significantly
improved by using CNNs, it still remains a challenging issue to generalize the trained …
improved by using CNNs, it still remains a challenging issue to generalize the trained …
Egocentric activity prediction via event modulated attention
Predicting future activities from an egocentric viewpoint is of particular interest in assisted
living. However, state-of-the-art egocentric activity understanding techniques are mostly …
living. However, state-of-the-art egocentric activity understanding techniques are mostly …
A survey on deep learning techniques for action anticipation
The ability to anticipate possible future human actions is essential for a wide range of
applications, including autonomous driving and human-robot interaction. Consequently …
applications, including autonomous driving and human-robot interaction. Consequently …
Left/right hand segmentation in egocentric videos
Wearable cameras allow people to record their daily activities from a user-centered (First
Person Vision) perspective. Due to their favorable location, wearable cameras frequently …
Person Vision) perspective. Due to their favorable location, wearable cameras frequently …
A two-stage detector for hand detection in ego-centric videos
We propose a two-stage detector that can not only detect and localize hands, but also
provide fine-detailed information in the bounding box of hand in an efficient fashion. In the …
provide fine-detailed information in the bounding box of hand in an efficient fashion. In the …
Interaction detection in egocentric video: Toward a novel outcome measure for upper extremity function
J Likitlersuang, J Zariffa - IEEE journal of biomedical and health …, 2016 - ieeexplore.ieee.org
In order to develop effective interventions for restoring upper extremity function after cervical
spinal cord injury, tools are needed to accurately measure hand function throughout the …
spinal cord injury, tools are needed to accurately measure hand function throughout the …
Review of video predictive understanding: Early action recognition and future action prediction
H Zhao, RP Wildes - arXiv preprint arXiv:2107.05140, 2021 - arxiv.org
Video predictive understanding encompasses a wide range of efforts that are concerned
with the anticipation of the unobserved future from the current as well as historical video …
with the anticipation of the unobserved future from the current as well as historical video …