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09/21/2022
Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images
Reliable segmentation of thermal facial images in unconstrained settings...
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09/08/2021
AgreementLearning: An End-to-End Framework for Learning with Multiple Annotators without Groundtruth
The annotation of domain experts is important for some medical applicati...
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11/03/2020
Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data
Protective behavior exhibited by people with chronic pain (CP) during ph...
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01/26/2020
Multimodal Data Fusion based on the Global Workspace Theory
We propose a novel neural network architecture, named the Global Workspa...
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08/27/2019
Physiological and Affective Computing through Thermal Imaging: A Survey
Thermal imaging-based physiological and affective computing is an emergi...
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05/13/2019
Nose Heat: Exploring Stress-induced Nasal Thermal Variability through Mobile Thermal Imaging
Automatically monitoring and quantifying stress-induced thermal dynamic ...
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04/24/2019
Learning Bodily and Temporal Attention in Protective Movement Behavior Detection
For people with chronic pain (CP), the assessment of protective behavior...
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02/24/2019
Automatic Detection of Protective Behavior in Chronic Pain Physical Rehabilitation: A Recurrent Neural Network Approach
In chronic pain physical rehabilitation, physiotherapists adapt movement...
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12/21/2018
Instant Automated Inference of Perceived Mental Stress through Smartphone PPG and Thermal Imaging
Background: A smartphone is a promising tool for daily cardiovascular me...
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12/18/2018
Automatic Detection of Reflective Thinking in Mathematical Problem Solving based on Unconstrained Bodily Exploration
For technology (like serious games) that aims to deliver interactive lea...
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03/06/2018
Deep Thermal Imaging: Proximate Material Type Recognition in the Wild through Deep Learning of Spatial Surface Temperature Patterns
We introduce Deep Thermal Imaging, a new approach for close-range automa...
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03/06/2018
RealPen: Providing Realism in Handwriting Tasks on Touch Surfaces using Auditory-Tactile Feedback
We present RealPen, an augmented stylus for capacitive tablet screens th...
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10/13/2017
ThermSense: Smartphone-based Breathing Sensing Platform using Noncontact Low-Cost Thermal Camera
The ability of sensing breathing is becoming an increasingly important f...
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08/20/2017
DeepBreath: Deep Learning of Breathing Patterns for Automatic Stress Recognition using Low-Cost Thermal Imaging in Unconstrained Settings
We propose DeepBreath, a deep learning model which automatically recogni...
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05/08/2017