Category: toolkit

FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing

Presented at NeurIPS 2024 & In press (Advances in Neural Information Processing Systems 37; NeurIPS 2024) Remote photoplethysmography (rPPG) enables non-invasive extraction of blood volume pulse signals through imaging, transforming spatial-temporal data into time series signals. Advances in end-to-end rPPG

iBVPNet and Toolkit for iBVP Dataset (2024)

Remote photo-plethysmography (rPPG) has emerged as a non-intrusive and promising physiological sensing capability in human–computer interface (HCI) research, gradually extending its applications in health-monitoring and clinical care contexts. With advanced machine learning models, recent datasets collected in real-world conditions have

PhysioKit: Open-Source, Low-Cost Physiological Computing Toolkit

The proliferation of physiological sensors opens new opportunities to explore interactions, conduct experiments and evaluate the user experience with continuous monitoring of bodily functions. Commercial devices, however, can be costly or limit access to raw waveform data, while low-cost sensors

SAM-CL for Reliable segmentation of thermal facial images in unconstrained settings (2022)

Segmentation of thermal facial images is a challenging task. This is because facial features often lack salience due to high-dynamic thermal range scenes and occlusion issues. Limited availability of datasets from unconstrained settings further limits the use of the state-of-the-art

Rethinking Eye-blink Toolkit @CHI2021

This is a title slide presenting Rethinking Eye-blink

Source codes are available at https://github.com/deepneuroscience/Rethinking-Eye-blink. Rethinking Eye-blink: Assessing Task Difficulty through Physiological Representation of Spontaneous Blinking Abstract:Continuous assessment of task difficulty and mental workload is essential in improving the usability and accessibility of interactive systems. Eye tracking data has

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