Peter Karsmakers

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 22

Top Topics

Sensor Networks

Inequality Constraints

Activities Of Daily Living

Onset Detection

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Naïn Jonckers, Toon Vinck, Gert Dekkers, Peter Karsmakers, Jeffrey Prinzie
Single-Event Upset Analysis of a Systolic Array based Deep Neural Network Accelerator. CoRR (2024)
Pouya Mehrjouseresht, Reda El Hail, Peter Karsmakers, Dominique M. M.-P. Schreurs
Respiration and Heart Rate Monitoring in Smart Homes: An Angular-Free Approach with an FMCW Radar. Sensors 24 (8) (2024)
Sreenivasa Upadhyaya, Wim Buyens, Erik Vranken, Wim Desmet, Peter Karsmakers
Assessment of Data Augmentation and Transfer Learning for Making PIG Cough Classifier Robust to Changing Farm Conditions. ICMLA (2023)
Quinten Van Baelen, Peter Karsmakers
Constraint guided gradient descent: Training with inequality constraints with applications in regression and semantic segmentation. Neurocomputing 556 (2023)
Quinten Van Baelen, Peter Karsmakers
Constraint Guided Gradient Descent: Guided Training with Inequality Constraints. ESANN (2022)
Quinten Van Baelen, Peter Karsmakers
Constraint Guided Gradient Descent: Guided Training with Inequality Constraints. CoRR (2022)
Gert Dekkers, Fernando Rosas, Toon van Waterschoot, Bart Vanrumste, Peter Karsmakers
Dynamic sensor activation and decision-level fusion in wireless acoustic sensor networks for classification of domestic activities. Inf. Fusion 77 (2022)
Ganesh Raam Kumarasamy, Hélène De Cannière, Julie Vranken, David Ruttens, Peter Karsmakers, Pieter M. Vandervoort
Remote Monitoring of COVID-19 Patients Following Discharge from a Tertiary Care Center. CinC (2022)
Yiyuan Zhang, Oluwatosin J. Babarinde, Pengxuan Han, Xiangyu Wang, Peter Karsmakers, Dominique M. M.-P. Schreurs, Sabine Verschueren, Bart Vanrumste
Automatically Segmenting Physical Performance Test Items for Older Adults Using a Doppler Radar: A Proof of Concept Study. IEEE Access 9 (2021)
Mina Mounir, Peter Karsmakers, Toon van Waterschoot
Musical note onset detection based on a spectral sparsity measure. EURASIP J. Audio Speech Music. Process. 2021 (1) (2021)
Lode Vuegen, Peter Karsmakers
Real-time On-edge Classification: an Application to Domestic Acoustic Event Recognition. ESANN (2021)
Lode Vuegen, Peter Karsmakers
On-edge adaptive acoustic models: an application to acoustic person presence detection. ESANN (2020)
Mina Mounir, Peter Karsmakers, Toon van Waterschoot
CNN-based Note Onset Detection using Synthetic Data Augmentation. EUSIPCO (2020)
Yonas Y. Tefera, Maarten Meire, Stijn Luca, Peter Karsmakers
Unsupervised Machine Learning Methods to Estimate a Health Indicator for Condition Monitoring Using Acoustic and Vibration Signals: A Comparison Based on a Toy Data Set from a Coffee Vending Machine. IoT Streams/ITEM@PKDD/ECML (2020)
Maarten Meire, Peter Karsmakers, Lode Vuegen
The Impact of Missing Labels and Overlapping Sound Events on Multi-label Multi-instance Learning for Sound Event Classification. DCASE (2019)
Mina Mounir, Peter Karsmakers, Toon van Waterschoot
Annotations Time Shift: A Key Parameter in Evaluating Musical Note Onset Detection Algorithms. WASPAA (2019)
Maarten Meire, Peter Karsmakers
Comparison of Deep Autoencoder Architectures for Real-time Acoustic Based Anomaly Detection in Assets. IDAACS (2019)
Gert Dekkers, Fernando Rosas, Steven Lauwereins, Sreeraj Rajendran, Sofie Pollin, Bart Vanrumste, Toon van Waterschoot, Marian Verhelst, Peter Karsmakers
A multi-layered energy consumption model for smart wireless acoustic sensor networks. CoRR (2018)
Gert Dekkers, Lode Vuegen, Toon van Waterschoot, Bart Vanrumste, Peter Karsmakers
DCASE 2018 Challenge - Task 5: Monitoring of domestic activities based on multi-channel acoustics. CoRR (2018)
Gert Dekkers, Steven Lauwereins, Bart Thoen, Mulu Weldegebreal Adhana, Henk Brouckxon, Bertold Van den Bergh, Toon van Waterschoot, Bart Vanrumste, Marian Verhelst, Peter Karsmakers
The SINS Database for Detection of Daily Activities in a Home Environment Using an Acoustic Sensor Network. DCASE (2017)
Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste
Noise robust footstep location estimation using a wireless acoustic sensor network. J. Ambient Intell. Smart Environ. 8 (6) (2016)
Mina Mounir, Peter Karsmakers, Toon van Waterschoot
Guitar note onset detection based on a spectral sparsity measure. EUSIPCO (2016)
Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste
Monitoring activities of daily living using Wireless Acoustic Sensor Networks in clean and noisy conditions. EMBC (2015)
Carmine Garripoli, Marco Mercuri, Peter Karsmakers, Ping Jack Soh, Giovanni Crupi, Guy A. E. Vandenbosch, Calogero Pace, Paul Leroux, Dominique M. M.-P. Schreurs
Embedded DSP-Based Telehealth Radar System for Remote In-Door Fall Detection. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste
Energy efficient monitoring of activities of daily living using wireless acoustic sensor networks in clean and noisy conditions. EUSIPCO (2015)
Gert Dekkers, Toon van Waterschoot, Bart Vanrumste, Bert Van Den Broeck, Jort F. Gemmeke, Hugo Van hamme, Peter Karsmakers
A multi-channel speech enhancement framework for robust NMF-based speech recognition for speech-impaired users. INTERSPEECH (2015)
Stijn Luca, Peter Karsmakers, Kris Cuppens, Tom Croonenborghs, Anouk Van de Vel, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste
Detecting rare events using extreme value statistics applied to epileptic convulsions in children. Artif. Intell. Medicine 60 (2) (2014)
Stijn Luca, Peter Karsmakers, Bart Vanrumste
Anomaly Detection Using the Poisson Process Limit for Extremes. ICDM (2014)
Marco Mercuri, Carmine Garripoli, Peter Karsmakers, Ping Jack Soh, Guy A. E. Vandenbosch, Calogero Pace, Paul Leroux, Dominique Schreurs
Healthcare System for Non-invasive Fall Detection in Indoor Environment. ApplePies (2014)
Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Stijn Luca, Tom Croonenborghs, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste
Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection. IEEE J. Biomed. Health Informatics 18 (3) (2014)
Jort F. Gemmeke, Lode Vuegen, Peter Karsmakers, Bart Vanrumste, Hugo Van hamme
An exemplar-based NMF approach to audio event detection. WASPAA (2013)
Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Hugo Van hamme, Bart Vanrumste
Automatic Monitoring of Activities of Daily Living based on Real-life Acoustic Sensor Data: a~preliminary study. SLPAT (2013)
Jort F. Gemmeke, Bart Ons, Netsanet Tessema, Hugo Van hamme, Janneke van de Loo, Guy De Pauw, Walter Daelemans, Jonathan Huyghe, Jan Derboven, Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Bart Vanrumste
Self-taught assistive vocal interfaces: an overview of the ALADIN project. INTERSPEECH (2013)
Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste
Handling Unbalanced Data in Nocturnal Epileptic Seizure Detection using Accelerometers. ICPRAM (2013)
Kris De Brabanter, Peter Karsmakers, Jos De Brabanter, Johan A. K. Suykens, Bart De Moor
Confidence bands for least squares support vector machine classifiers: A regression approach. Pattern Recognit. 45 (6) (2012)
Glen Debard, Peter Karsmakers, Mieke Deschodt, Ellen Vlaeyen, Jonas Van Den Bergh, Eddy Dejaeger, Koen Milisen, Toon Goedemé, Tinne Tuytelaars, Bart Vanrumste
Camera Based Fall Detection Using Multiple Features Validated with Real Life Video. Intelligent Environments (Workshops) (2011)
Peter Karsmakers, Kristiaan Pelckmans, Kris De Brabanter, Hugo Van hamme, Johan A. K. Suykens
Sparse conjugate directions pursuit with application to fixed-size kernel models. Mach. Learn. 85 (1-2) (2011)
Glen Debard, Peter Karsmakers, Mieke Deschodt, Ellen Vlaeyen, Eddy Dejaeger, Koen Milisen, Toon Goedemé, Bart Vanrumste, Tinne Tuytelaars
Camera-Based Fall Detection on Real World Data. Theoretical Foundations of Computer Vision (2011)
Tingyao Wu, Peter Karsmakers, Hugo Van hamme, Dirk Van Compernolle
Comparison of variable selection methods and classifiers for native accent identification. INTERSPEECH (2008)
Peter Karsmakers, Kristiaan Pelckmans, Johan A. K. Suykens, Hugo Van hamme
Fixed-size kernel logistic regression for phoneme classification. INTERSPEECH (2007)
Peter Karsmakers, Kristiaan Pelckmans, Johan A. K. Suykens
Multi-class kernel logistic regression: a fixed-size implementation. IJCNN (2007)