A review of machine learning in scanpath analysis for passive gaze-based interaction

A Mohamed Selim, M Barz, OS Bhatti… - Frontiers in Artificial …, 2024 - frontiersin.org
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 …

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 …

A Survey of Few-Shot Learning for Biomedical Time Series

C Li, T Denison, T Zhu - IEEE Reviews in Biomedical …, 2024 - ieeexplore.ieee.org
Advancements in wearable sensor technologies and the digitization of medical records have
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 …

Artificial intelligence of things: A survey

SI Siam, H Ahn, L Liu, S Alam, H Shen, Z Cao… - ACM Transactions on …, 2025 - dl.acm.org
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 …

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 …

Eyesyn: Psychology-inspired eye movement synthesis for gaze-based activity recognition

G Lan, T Scargill, M Gorlatova - 2022 21st ACM/IEEE …, 2022 - ieeexplore.ieee.org
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 …

LifeLearner: Hardware-aware meta continual learning system for embedded computing platforms

YD Kwon, J Chauhan, H Jia, SI Venieris… - Proceedings of the 21st …, 2023 - dl.acm.org
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 …

Mmsign: mmwave-based few-shot online handwritten signature verification

M Han, H Yang, T Ni, D Duan, M Ruan… - ACM Transactions on …, 2024 - dl.acm.org
Handwritten signature verification has become one of the most important document
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 …