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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 …
Egogesture: a new dataset and benchmark for egocentric hand gesture recognition
Gesture is a natural interface in human-computer interaction, especially interacting with
wearable devices, such as VR/AR helmet and glasses. However, in the gesture recognition …
wearable devices, such as VR/AR helmet and glasses. However, in the gesture recognition …
An outlook into the future of egocentric vision
What will the future be? We wonder! In this survey, we explore the gap between current
research in egocentric vision and the ever-anticipated future, where wearable computing …
research in egocentric vision and the ever-anticipated future, where wearable computing …
Egothink: Evaluating first-person perspective thinking capability of vision-language models
Vision-language models (VLMs) have recently shown promising results in traditional
downstream tasks. Evaluation studies have emerged to assess their abilities with the …
downstream tasks. Evaluation studies have emerged to assess their abilities with the …
Computer vision-based assessment of autistic children: Analyzing interactions, emotions, human pose, and life skills
In this paper, the proposed work implements and tests the computer vision applications to
perform the skill and emotion assessment of children with Autism Spectrum Disorder (ASD) …
perform the skill and emotion assessment of children with Autism Spectrum Disorder (ASD) …
Egocentric gesture recognition using recurrent 3d convolutional neural networks with spatiotemporal transformer modules
Gesture is a natural interface in interacting with wearable devices such as VR/AR helmet
and glasses. The main challenge of gesture recognition in egocentric vision arises from the …
and glasses. The main challenge of gesture recognition in egocentric vision arises from the …
Fingertip detection and tracking for recognition of air-writing in videos
Air-writing is the process of writing characters or words in free space using finger or hand
movements without the aid of any hand-held device. In this work, we address the problem of …
movements without the aid of any hand-held device. In this work, we address the problem of …
FedAWR: An interactive federated active learning framework for air writing recognition
The rapid development of technology such as virtual reality and augmented reality, coupled
with the reduced direct contact due to the COVID-19 pandemic, has led to the emergence of …
with the reduced direct contact due to the COVID-19 pandemic, has led to the emergence of …
A deep learning-based end-to-end composite system for hand detection and gesture recognition
Recent research on hand detection and gesture recognition has attracted increasing interest
due to its broad range of potential applications, such as human-computer interaction, sign …
due to its broad range of potential applications, such as human-computer interaction, sign …
Unified learning approach for egocentric hand gesture recognition and fingertip detection
Head-mounted device-based human-computer interaction often requires egocentric
recognition of hand gestures and fingertips detection. In this paper, a unified approach of …
recognition of hand gestures and fingertips detection. In this paper, a unified approach of …