This dataset contains data accompanying the work: @INPROCEEDINGS{10000122, author={Darvish, Kourosh and Ivaldi, Serena and Pucci, Daniele}, booktitle={2022 IEEE-RAS 21st International Conference on Humanoid Robots (Humanoids)}, title={Simultaneous Action Recognition and Human Whole-Body Motion and Dynamics Prediction from Wearable Sensors}, year={2022}, volume={}, number={}, pages={488-495}, doi={10.1109/Humanoids53995.2022.10000122}} The data folder is organized in directories, whose content can be outlined as follows: - `models`: GMoE and LSTM models: similar to the models used in the paper results section. - `annotated-data`: containing labeled data formatted column-wise. The first row defines the name of each column...
Body-worn sensors in general and accelerometers in particular have been widely used in order to dete...
Sensor-based motion recognition integrates the emerging area of wearable sensors with novel machine ...
Body-worn sensors in general and accelerometers in particular have been widely used in order to dete...
International audienceThis paper presents a novel approach to solve simultaneously the problems of h...
International audienceThis paper presents a novel approach to solve simultaneously the problems of h...
Human activity recognition algorithms based on information obtained from wearable sensors are succes...
Human activity recognition algorithms based on information obtained from wearable sensors are succes...
Recent developments in sensors increased the importance of action recognition. Generally, the previo...
Human activity recognition algorithms based on information obtained from wearable sensors are succes...
As the trend for wearable bioinformatic sensors continues to increase, researchers pursue integratin...
As the trend for wearable bioinformatic sensors continues to increase, researchers pursue integratin...
The miniaturization of sensors and their availability for biomechanical analysis outside of the labo...
Body-worn sensors in general and accelerometers in particular have been widely used in order to dete...
Human activity recognition algorithms based on information obtained from wearable sensors are succes...
The paper is now published in the recent Wearable Technology Journal, more detailed information on t...
Body-worn sensors in general and accelerometers in particular have been widely used in order to dete...
Sensor-based motion recognition integrates the emerging area of wearable sensors with novel machine ...
Body-worn sensors in general and accelerometers in particular have been widely used in order to dete...
International audienceThis paper presents a novel approach to solve simultaneously the problems of h...
International audienceThis paper presents a novel approach to solve simultaneously the problems of h...
Human activity recognition algorithms based on information obtained from wearable sensors are succes...
Human activity recognition algorithms based on information obtained from wearable sensors are succes...
Recent developments in sensors increased the importance of action recognition. Generally, the previo...
Human activity recognition algorithms based on information obtained from wearable sensors are succes...
As the trend for wearable bioinformatic sensors continues to increase, researchers pursue integratin...
As the trend for wearable bioinformatic sensors continues to increase, researchers pursue integratin...
The miniaturization of sensors and their availability for biomechanical analysis outside of the labo...
Body-worn sensors in general and accelerometers in particular have been widely used in order to dete...
Human activity recognition algorithms based on information obtained from wearable sensors are succes...
The paper is now published in the recent Wearable Technology Journal, more detailed information on t...
Body-worn sensors in general and accelerometers in particular have been widely used in order to dete...
Sensor-based motion recognition integrates the emerging area of wearable sensors with novel machine ...
Body-worn sensors in general and accelerometers in particular have been widely used in order to dete...