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A review of machine learning in scanpath analysis for passive gaze-based interaction
The scanpath is an important concept in eye tracking. It refers to a person's eye movements
over a period of time, commonly represented as a series of alternating fixations and …
over a period of time, commonly represented as a series of alternating fixations and …
Ev-eye: Rethinking high-frequency eye tracking through the lenses of event cameras
G Zhao, Y Yang, J Liu, N Chen… - Advances in Neural …, 2023 - proceedings.neurips.cc
In this paper, we present EV-Eye, a first-of-its-kind large scale multimodal eye tracking
dataset aimed at inspiring research on high-frequency eye/gaze tracking. EV-Eye utilizes an …
dataset aimed at inspiring research on high-frequency eye/gaze tracking. EV-Eye utilizes an …
A Survey of Few-Shot Learning for Biomedical Time Series
Advancements in wearable sensor technologies and the digitization of medical records have
contributed to the unprecedented ubiquity of biomedical time series data. Data-driven …
contributed to the unprecedented ubiquity of biomedical time series data. Data-driven …
WiFi-based cross-domain gesture recognition via modified prototypical networks
X Zhang, C Tang, K Yin, Q Ni - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Numerous deep learning studies have achieved remarkable advances in WiFi-based
human gesture recognition (HGR) using channel state information (CSI). However, since the …
human gesture recognition (HGR) using channel state information (CSI). However, since the …
Artificial intelligence of things: A survey
The integration of the Internet of Things (IoT) and modern Artificial Intelligence (AI) has given
rise to a new paradigm known as the Artificial Intelligence of Things (AIoT). In this survey, we …
rise to a new paradigm known as the Artificial Intelligence of Things (AIoT). In this survey, we …
Sensor security in virtual reality: Exploration and mitigation
T Ni - Proceedings of the 22nd Annual International …, 2024 - dl.acm.org
Virtual Reality (VR) technology, extensively utilized in gaming, social networking, and online
collaboration, has raised significant security concerns due to the array of sensors integrated …
collaboration, has raised significant security concerns due to the array of sensors integrated …
Eyesyn: Psychology-inspired eye movement synthesis for gaze-based activity recognition
Recent advances in eye tracking have given birth to a new genre of gaze-based context
sensing applications, ranging from cognitive load estimation to emotion recognition. To …
sensing applications, ranging from cognitive load estimation to emotion recognition. To …
LifeLearner: Hardware-aware meta continual learning system for embedded computing platforms
Continual Learning (CL) allows applications such as user personalization and household
robots to learn on the fly and adapt to context. This is an important feature when context …
robots to learn on the fly and adapt to context. This is an important feature when context …
Mmsign: mmwave-based few-shot online handwritten signature verification
Handwritten signature verification has become one of the most important document
authentication methods that are widely used in the financial, legal, and administrative …
authentication methods that are widely used in the financial, legal, and administrative …
Wigr: a practical wi-fi-based gesture recognition system with a lightweight few-shot network
P Hu, C Tang, K Yin, X Zhang - Applied Sciences, 2021 - mdpi.com
Wi-Fi sensing technology based on deep learning has contributed many breakthroughs in
gesture recognition tasks. However, most methods concentrate on single domain …
gesture recognition tasks. However, most methods concentrate on single domain …