Elisabetta Farella

Orcid: 0000-0001-9047-9868

Affiliations:
  • University of Bologna, Italy


According to our database1, Elisabetta Farella authored at least 97 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models.
CoRR, 2023

PhiNet-GAN: Bringing real-time face swapping to embedded devices.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Improving latency performance trade-off in keyword spotting applications at the edge.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

Validating Vehicular Localization Indoor using UWB: Challenges and Solutions.
Proceedings of the 9th International Workshop on Advances in Sensors and Interfaces, 2023

XiNet: Efficient Neural Networks for tinyML.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

IMU-integrated Artifact Subspace Reconstruction for Wearable EEG Devices.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
PhiNets: A Scalable Backbone for Low-power AI at the Edge.
ACM Trans. Embed. Comput. Syst., September, 2022

Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks.
IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Adaptable and Robust EEG Bad Channel Detection Using Local Outlier Factor (LOF).
Sensors, 2022

Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis.
Sensors, 2022

Measuring close proximity interactions in summer camps during the COVID-19 pandemic.
EPJ Data Sci., 2022

Interpretable CNN for Single-Channel Artifacts Detection in Raw EEG Signals.
Proceedings of the IEEE Sensors Applications Symposium, 2022

On the Role of Smart Vision Sensors in Energy-Efficient Computer Vision at the Edge.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

Scalable Neural Architectures for End-to-End Environmental Sound Classification.
Proceedings of the IEEE International Conference on Acoustics, 2022

Poster: Evaluating RFID for Automatic Checkout in Smart Retail.
Proceedings of the 2022 International Conference on Embedded Wireless Systems and Networks, 2022

Optimizing PhiNet architectures for the detection of urban sounds on low-end devices.
Proceedings of the 30th European Signal Processing Conference, 2022

Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge.
Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2021
Measuring close proximity interactions in summer camps during the COVID-19 pandemic.
CoRR, 2021

Enabling energy efficient machine learning on a Ultra-Low-Power vision sensor for IoT.
CoRR, 2021

Efficient Artifact Removal from Low-Density Wearable EEG using Artifacts Subspace Reconstruction.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Hyperparameter selection for reliable EEG denoising using ASR: a benchmarking study.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
CLIMB: A Pervasive Gameful Platform Promoting Child Independent Mobility.
IEEE Pervasive Comput., 2020

Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms.
IEEE J. Sel. Top. Signal Process., 2020

Look at me and grab this! Materiality and the practices around negotiation of social attention with children on the autistic spectrum.
Proceedings of the NordiCHI '20: Shaping Experiences, 2020

Sound event detection with binary neural networks on tightly power-constrained IoT devices.
Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

2019
People/Car Classification using an Ultra-Low-Power Smart Vision Sensor.
Proceedings of the IEEE 8th International Workshop on Advances in Sensors and Interfaces, 2019

Neural Network Distillation on IoT Platforms for Sound Event Detection.
Proceedings of the Interspeech 2019, 2019

Convolutional Neural Network on Embedded Platform for People Presence Detection in Low Resolution Thermal Images.
Proceedings of the IEEE International Conference on Acoustics, 2019

A Walk on the Child Side: Investigating Parents' and Children's Experience and Perspective on Mobile Technology for Outdoor Child Independent Mobility.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
RSSI or Time-of-flight for Bluetooth Low Energy based localization? An experimental evaluation.
Proceedings of the 11th IFIP Wireless and Mobile Networking Conference, 2018

Bluetooth-Based Indoor Positioning Through ToF and RSSI Data Fusion.
Proceedings of the 2018 International Conference on Indoor Positioning and Indoor Navigation, 2018

Always-ON visual node with a hardware-software event-based binarized neural network inference engine.
Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

Exploring Arm Posture and Temporal Variability in Myoelectric Hand Gesture Recognition.
Proceedings of the 7th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2018

2017
A Prosthetic Hand Body Area Controller Based on Efficient Pattern Recognition Control Strategies.
Sensors, 2017

Energy-Efficient Context Aware Power Management with Asynchronous Protocol for Body Sensor Network.
Mob. Networks Appl., 2017

A Sub-mW IoT-Endnode for Always-On Visual Monitoring and Smart Triggering.
IEEE Internet Things J., 2017

Enhancing Bluetooth Low Energy with wake-up radios for IoT applications.
Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

A sub-10mW real-time implementation for EMG hand gesture recognition based on a multi-core biomedical SoC.
Proceedings of the 7th IEEE International Workshop on Advances in Sensors and Interfaces, 2017

Technologies for a Thing-Centric Internet of Things.
Proceedings of the 5th IEEE International Conference on Future Internet of Things and Cloud, 2017

Design challenges for wearable EMG applications.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2016
Force Sensing Resistor and Evaluation of Technology for Wearable Body Pressure Sensing.
J. Sensors, 2016

Energy-efficient design of an always-on smart visual trigger.
Proceedings of the IEEE International Smart Cities Conference, 2016

Dynamic group management with Bluetooth Low Energy.
Proceedings of the IEEE International Smart Cities Conference, 2016

Quantifying the benefits of compressed sensing on a WBSN-based real-time biosignal monitor.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Sampling modulation: An energy efficient novel feature extraction for biosignal processing.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

2015
A Versatile Embedded Platform for EMG Acquisition and Gesture Recognition.
IEEE Trans. Biomed. Circuits Syst., 2015

Sub-Sampling Framework Comparison for Low-Power Data Gathering: A Comparative Analysis.
Sensors, 2015

Special issue on "Personalization and situation awareness in smart environments".
J. Ambient Intell. Humaniz. Comput., 2015

Wearable Inertial Sensor for Jump Performance Analysis.
Proceedings of the 2015 workshop on Wearable Systems and Applications, 2015

Bluetooth Low Energy for data streaming: Application-level analysis and recommendation.
Proceedings of the 6th International Workshop on Advances in Sensors and Interfaces, 2015

Hybrid EMG classifier based on HMM and SVM for hand gesture recognition in prosthetics.
Proceedings of the IEEE International Conference on Industrial Technology, 2015

Context Aware Power Management Enhanced by Radio Wake Up in Body Area Networks.
Proceedings of the 13th IEEE International Conference on Embedded and Ubiquitous Computing, 2015

Digitally controlled feedback for DC offset cancellation in a wearable multichannel EMG platform.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Paper, pen and ink: an innovative system and software framework to assist writing rehabilitation.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

Multiple Biopotentials Acquisition System for Wearable Applications.
Proceedings of the BIODEVICES 2015, 2015

2014
A Wearable System for Gait Training in Subjects with Parkinson's Disease.
Sensors, 2014

Towards EMG control interface for smart garments.
Proceedings of the ISWC'14, 2014

Context aware power management for motion-sensing body area network nodes.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

Analysis of Robust Implementation of an EMG Pattern Recognition based Control.
Proceedings of the BIOSIGNALS 2014, 2014

2013
Power saving policies for multipurpose WBAN.
Proceedings of the 2013 23rd International Workshop on Power and Timing Modeling, 2013

Efficient energy management and data recovery in sensor networks using latent variables based tensor factorization.
Proceedings of the 16th ACM International Conference on Modeling, 2013

Wearable audio-feedback system for gait rehabilitation in subjects with Parkinson's disease.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Synchronization methods for Bluetooth based WBANs.
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013

HapticLib: a haptic feedback library for embedded platforms.
Proceedings of the ACM Symposium on Applied Perception 2013, 2013

2012
Network-Level Power-Performance Trade-Off in Wearable Activity Recognition: A Dynamic Sensor Selection Approach.
ACM Trans. Embed. Comput. Syst., 2012

Reconfigurable natural interaction in smart environments: approach and prototype implementation.
Pers. Ubiquitous Comput., 2012

Design and validation of an attitude and heading reference system for an aerial robot prototype.
Proceedings of the American Control Conference, 2012

2011
MOBIE: a Movie Brain Interactive Editor.
Proceedings of the SIGGRAPH Asia 2011 Emerging Technologies, 2011

Merging RFID, visual and gesture recognition technologies to generate and manage smart environments.
Proceedings of the 2011 IEEE International Conference on RFID-Technologies and Applications, 2011

A Cost-effective Indoor Vibrotactile Navigation System for the Blind.
Proceedings of the HEALTHINF 2011, 2011

2010
Aware and smart environments: The Casattenta project.
Microelectron. J., 2010

Accelerometer-based fall detection using optimized ZigBee data streaming.
Microelectron. J., 2010

A fast interactive reverse-engineering system.
Comput. Aided Des., 2010

Wearable assistant for load monitoring: recognition of on - body load placement from gait alterations.
Proceedings of the 4th International Conference on Pervasive Computing Technologies for Healthcare, 2010

Ambient Intelligence, Smart Objects and Sensor Networks: Practical Experiences.
Proceedings of the IEEE/IFIP 8th International Conference on Embedded and Ubiquitous Computing, 2010

Battery-aware power management techniques for wearable haptic nodes.
Proceedings of the 5th International ICST Conference on Body Area Networks, 2010

2009
Hidden Markov Model based gesture recognition on low-cost, low-power Tangible User Interfaces.
Entertain. Comput., 2009

A wireless system for gait and posture analysis based on pressure insoles and Inertial Measurement Units.
Proceedings of the 3rd International Conference on Pervasive Computing Technologies for Healthcare, 2009

Hidden Markov Models Implementation for Tangible Interfaces.
Proceedings of the Intelligent Technologies for Interactive Entertainment, 2009

2008
Interfacing human and computer with wireless body area sensor networks: the WiMoCA solution.
Multim. Tools Appl., 2008

A smart wireless glove for gesture interaction.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2008

Validation of a wireless portable biofeedback system for balance control: Preliminary results.
Proceedings of the 2nd International ICST Conference on Pervasive Computing Technologies for Healthcare, 2008

Activity Recognition from On-Body Sensors: Accuracy-Power Trade-Off by Dynamic Sensor Selection.
Proceedings of the Wireless Sensor Networks, 5th European Conference, 2008

Evolving tuis with smart objects for multi-context interaction.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007
MOCA: A Low-Power, Low-Cost Motion Capture System Based on Integrated Accelerometers.
Adv. Multim., 2007

Introducing tangerine: a tangible interactive natural environment.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Enhancing the spatial resolution of presence detection in a PIR based wireless surveillance network.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Wireless sensor networks: Enabling technology for ambient intelligence.
Microelectron. J., 2006

Gesture Signature for Ambient Intelligence Applications: A Feasibility Study.
Proceedings of the Pervasive Computing, 2006

Bio-feedback System for Rehabilitation Based on a Wireless Body Area Network.
Proceedings of the 4th IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2006 Workshops), 2006

A Wireless Body Area Sensor Network for Posture Detection.
Proceedings of the 11th IEEE Symposium on Computers and Communications (ISCC 2006), 2006

3dID: a low-power, low-cost hand motion capture device.
Proceedings of the Conference on Design, Automation and Test in Europe: Designers' Forum, 2006

2005
Natural user interfaces for ambient intelligence applications.
PhD thesis, 2005

Pervasive Computing for Interactive Virtual Heritage.
IEEE Multim., 2005

An integrated multi-modal sensor network for video surveillance.
Proceedings of the Third ACM International Workshop on Video Surveillance & Sensor Networks, 2005

Design and Implementation of WiMoCA Node for a Body Area Wireless Sensor Network.
Proceedings of the Systems Communications 2005 (ICW / ICHSN / ICMCS / SENET 2005), 2005

2004
A low-power motion capture system with integrated accelerometers [gesture recognition applications].
Proceedings of the 1st IEEE Consumer Communications and Networking Conference, 2004


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