16 citations · 26 across the 5 of their papers we have counts for
8 papers
OpenWatch: A Multimodal Benchmark for Hand Gesture Recognition on Smartwatches
Pietro Bonazzi, Youssef Ahmed, Daniel Eckert +4
Despite widespread adoption of smartwatches worldwide, open-benchmarks for wrist-based gesture recognition remain surprisingly limited. In this work, we introduce the first open-ac…
Machine Learning-Based Real-Time Detection of Compensatory Trunk Movements Using Trunk-Wrist Inertial Measurement Units
Jannis Gabler, Clément Lhoste, Max Quast +5
Compensatory trunk movements (CTMs) are commonly observed after stroke and can lead to maladaptive movement patterns, limiting targeted training of affected structures. Objective,…
Machine Learning In-Sensors: Computation-enabled Intelligent Sensors For Next Generation of IoT
Andrea Ronco, Lukas Schulthess, David Zehnder +1
Smart sensors are an emerging technology that allows combining the data acquisition with the elaboration directly on the Edge device, very close to the sensors. To push this concep…
Assessing the Robustness of LiDAR, Radar and Depth Cameras Against Ill-Reflecting Surfaces in Autonomous Vehicles: An Experimental Study
Michael Loetscher, Nicolas Baumann, Edoardo Ghignone +2
Range-measuring sensors play a critical role in autonomous driving systems. While LiDAR technology has been dominant, its vulnerability to adverse weather conditions is well-docume…
Investigation of mmWave Radar Technology For Non-contact Vital Sign Monitoring
Steven Marty, Federico Pantanella, Andrea Ronco +2
Non-contact vital sign monitoring has many advantages over conventional methods in being comfortable, unobtrusive and without any risk of spreading infection. The use of millimeter…
In-Ear-Voice: Towards Milli-Watt Audio Enhancement With Bone-Conduction Microphones for In-Ear Sensing Platforms
Philipp Schilk, Niccolò Polvani, Andrea Ronco +2
The recent ubiquitous adoption of remote conferencing has been accompanied by omnipresent frustration with distorted or otherwise unclear voice communication. Audio enhancement can…
Towards Robust Velocity and Position Estimation of Opponents for Autonomous Racing Using Low-Power Radar
Andrea Ronco, Nicolas Baumann, Marco Giordano +1
This paper presents the design and development of an intelligent subsystem that includes a novel low-power radar sensor integrated into an autonomous racing perception pipeline to…
Gaze Estimation on Spresense
Thomas Ruegg, Pietro Bonazzi, Andrea Ronco
Gaze estimation is a valuable technology with numerous applications in fields such as human-computer interaction, virtual reality, and medicine. This report presents the implementa…