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Related publications (39)
Analysis of EEG Correlates of Perceived Difficulty in Dynamically Changing Flying Tasks
José del Rocio Millán Ruiz, Ricardo Andres Chavarriaga Lozano, Ping-Keng Jao
Real-time workload estimation can be an important tool to improve human-machine interaction. Despite multiple efforts in this sense, most studies focused on tasks designed to have extreme conditions of workload (high vs low), and these levels remain rather ...
IEEE2018Precision and efficiency in solid-state pseudopotential calculations
Nicola Marzari, Nicolas Frank Mounet, Antimo Marrazzo, Ivano Eligio Castelli, Gianluca Prandini
Despite the enormous success and popularity of density-functional theory, systematic verification and validation studies are still limited in number and scope. Here, we propose a protocol to test publicly available pseudopotential libraries, based on sever ...
2018Action Units and Their Cross-Correlations for Prediction of Cognitive Load during Driving
Jean-Philippe Thiran, Anil Yuce, Hua Gao, Gabriel Louis Cuendet
Driving requires the constant coordination of many body systems and full attention of the person. Cognitive distraction (subsidiary mental load) of the driver is an important factor that decreases attention and responsiveness, which may result in human err ...
Ieee-Inst Electrical Electronics Engineers Inc2017Fast and Robust Segmentation of the Striatum Using Deep Convolutional Neural Networks
Background: Automated segmentation of brain structures is an important task in structural and functional image analysis. We developed a fast and accurate method for the striatum segmentation using deep convolutional neural networks (CNN). New method: T1 ma ...
Elsevier2016Improving activity recognition using a wearable barometric pressure sensor in mobility-impaired stroke patients
Kamiar Aminian, Anisoara Ionescu, Arash Arami, Fabien Massé
Background Stroke survivors often suffer from mobility deficits. Current clinical evaluation methods, including questionnaires and motor function tests, cannot provide an objective measure of the patients’ mobility in daily life. Physical activity performa ...
BioMed Central2015Discriminant Multi-Label Manifold Embedding for Facial Action Unit Detection
Jean-Philippe Thiran, Anil Yuce, Hua Gao
This article describes a system for participation in the Facial Expression Recognition and Analysis (FERA2015) sub-challenge for spontaneous action unit occurrence detection. The problem of AU detection is a multi-label classification problem by its nature ...
2015Semi-Supervised Method for Multi-Category Emotion Recognition in Tweets
Pearl Pu Faltings, Claudiu-Cristian Musat, Valentina Sintsova
Each tweet is limited to 140 characters. This constraint surprisingly makes Twitter a more spontaneous platform to express our emotions. Detecting emotions and correctly classifying them automatically is an increasingly important task if we want to underst ...
2014MEMS Tunable Asymmetric Fabry-Perot Cavity for High-Precision Weighing of Macro Samples
Luc Thévenaz, Alexandre Poulin, Yves-Alain Peter
We propose a microelectromechanical systems-based tunable asymmetric Fabry-Perot cavity for the high-precision weighing of macro samples. The device is based on an in-plane design and is structured in a silicon-on-insulator substrate. The cavity length of ...
Ieee-Inst Electrical Electronics Engineers Inc2013A comparison of different automated methods for the detection of white matter lesions in MRI data
White matter hyperintensities (WMH) are the focus of intensive research and have been linked to cognitive impairment and depression in the elderly. Cumbersome manual outlining procedures make research on WMH labour intensive and prone to subjective bias. T ...
Elsevier2011Streamlining Access to Informative Performance Metrics for Complex Fenestration Systems
A mechanism to accurately assess the performance of complex fenestration systems (CFS) is crucial for driving the appropriate adoption of these technologies to improve user comfort and energy use in both new construction and retrofit design. Typically, CFS ...
2011