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A perspective on human activity recognition from inertial motion data
Human activity recognition (HAR) using inertial motion data has gained a lot of momentum
in recent years both in research and industrial applications. From the abstract perspective …
in recent years both in research and industrial applications. From the abstract perspective …
SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing
Over the recent years, WiFi sensing has been rapidly developed for privacy-preserving,
ubiquitous human-sensing applications, enabled by signal processing and deep-learning …
ubiquitous human-sensing applications, enabled by signal processing and deep-learning …
WiFi-based human sensing with deep learning: Recent advances, challenges, and opportunities
The rapid advancements in wireless technologies have led to numerous research studies
that provide evidence of the successful utilization of wireless signals, particularly, WiFi …
that provide evidence of the successful utilization of wireless signals, particularly, WiFi …
Temporal-channel convolution with self-attention network for human activity recognition using wearable sensors
E Essa, IR Abdelmaksoud - Knowledge-Based Systems, 2023 - Elsevier
Human activity recognition (HAR) is an essential task in many applications such as health
monitoring, rehabilitation, and sports training. Sensor-based HAR has received increasing …
monitoring, rehabilitation, and sports training. Sensor-based HAR has received increasing …
Infrared small and dim target detection with transformer under complex backgrounds
The infrared small and dim (S&D) target detection is one of the key techniques in the infrared
search and tracking system. Since the local regions similar to infrared S&D targets spread …
search and tracking system. Since the local regions similar to infrared S&D targets spread …
Contrastive graph learning long and short-term interests for POI recommendation
Modeling users' short-term dynamic and long-term static interests to enhance Point-of-
Interests (POI) recommendation performance has shown lots of advantages. Since users' …
Interests (POI) recommendation performance has shown lots of advantages. Since users' …
Vision transformers for human activity recognition using WiFi channel state information
Wireless sensing and communication evolved separately in the past. However, integrated
sensing and communication (ISAC) unlocks a new era of mobile network capabilities, with …
sensing and communication (ISAC) unlocks a new era of mobile network capabilities, with …
Two-stream transformer network for sensor-based human activity recognition
S **ao, S Wang, Z Huang, Y Wang, H Jiang - Neurocomputing, 2022 - Elsevier
Abstract Human Activity Recognition (HAR) based on wearable devices has always been a
hot topic in health applications, human-object interaction, and smart homes. Despite …
hot topic in health applications, human-object interaction, and smart homes. Despite …
Xrf55: A radio frequency dataset for human indoor action analysis
Radio frequency (RF) devices such as Wi-Fi transceivers, radio frequency identification tags,
and millimeter-wave radars have appeared in large numbers in daily lives. The presence …
and millimeter-wave radars have appeared in large numbers in daily lives. The presence …
AnoFed: Adaptive anomaly detection for digital health using transformer-based federated learning and support vector data description
In digital healthcare applications, anomaly detection is an important task to be taken into
account. For instance, in ECG (Electrocardiogram) analysis, the aim is often to detect …
account. For instance, in ECG (Electrocardiogram) analysis, the aim is often to detect …