Ilyas Potamitis

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 26

Top Topics

Recurrent Neural Networks

Speech Activity Detection

Top Venues

Publications

Ilyas Potamitis, Iraklis I. Rigakis
Automated Vibroacoustic Monitoring of Trees for Borer Infestation. Sensors 24 (10) (2024)
Iraklis I. Rigakis, Ilyas Potamitis, Nicolas-Alexander Tatlas, Giota Psirofonia, Efsevia Tzagaraki, Eleftherios Alissandrakis
A Low-Cost, Low-Power, Multisensory Device and Multivariable Time Series Prediction for Beehive Health Monitoring. Sensors 23 (3) (2023)
Ilyas Potamitis
ChatGPT in the context of precision agriculture data analytics. CoRR (2023)
Stavros Ntalampiras, Ilyas Potamitis
Few-shot learning for modeling cyber physical systems in non-stationary environments. Neural Comput. Appl. 35 (5) (2023)
Ioannis Saradopoulos, Ilyas Potamitis, Anthony J. Konstantaras, Panagiotis Eliopoulos, Stavros Ntalampiras, Iraklis I. Rigakis
Image-Based Insect Counting Embedded in E-Traps That Learn without Manual Image Annotation and Self-Dispose Captured Insects. Inf. 14 (5) (2023)
Ioannis Saradopoulos, Ilyas Potamitis, Stavros Ntalampiras, Antonios Konstantaras, Emmanuel N. Antonidakis
Edge Computing for Vision-Based, Urban-Insects Traps in the Context of Smart Cities. Sensors 22 (5) (2022)
Iraklis I. Rigakis, Kyriaki N. Varikou, Antonis E. Nikolakakis, Zacharias D. Skarakis, Nikolaos A. Tatlas, Ilyas Potamitis
The e-funnel trap: Automatic monitoring of lepidoptera; a case study of tomato leaf miner. Comput. Electron. Agric. 185 (2021)
Stavros Ntalampiras, Ilyas Potamitis
Automatic acoustic identification of respiratory diseases. Evol. Syst. 12 (1) (2021)
Stavros Ntalampiras, Ilyas Potamitis
Acoustic detection of unknown bird species and individuals. CAAI Trans. Intell. Technol. 6 (3) (2021)
Stavros Ntalampiras, Ilyas Potamitis
A Concept Drift-Aware DAG-Based Classification Scheme for Acoustic Monitoring of Farms. Int. J. Embed. Real Time Commun. Syst. 11 (1) (2020)
Ilyas Potamitis, Iraklis I. Rigakis, Nicolas-Alexander Tatlas, Stelios M. Potirakis
In-Vivo Vibroacoustic Surveillance of Trees in the Context of the IoT. Sensors 19 (6) (2019)
Anastasios Vafeiadis, Eleftherios Fanioudakis, Ilyas Potamitis, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui
Two-Dimensional Convolutional Recurrent Neural Networks for Speech Activity Detection. INTERSPEECH (2019)
Pascal A. Schirmer, Iosif Mporas, Ilyas Potamitis
Evaluation of Regression Algorithms in Residential Energy Consumption Prediction. EECS (2019)
Stavros Ntalampiras, Ilyas Potamitis
A Statistical Inference Framework for Understanding Music-Related Brain Activity. IEEE J. Sel. Top. Signal Process. 13 (2) (2019)
Stavros Ntalampiras, Ilyas Potamitis
Classification of Sounds Indicative of Respiratory Diseases. EANN (2019)
Theodoros Theodorou, Iosif Mporas, Ilyas Potamitis, Nikos Fakotakis
Data-Driven Audio Feature Selection for Audio Quality Recognition in Broadcast News. SETN (2018)
Eleftherios Fanioudakis, Matthias Geismar, Ilyas Potamitis
Mosquito wingbeat analysis and classification using deep learning. EUSIPCO (2018)
Ilyas Potamitis, Iraklis I. Rigakis, Nectarios Vidakis, Markos Petousis, Michael Weber
Affordable Bimodal Optical Sensors to Spread the Use of Automated Insect Monitoring. J. Sensors 2018 (2018)
Ilyas Potamitis, Panagiotis Eliopoulos, Iraklis I. Rigakis
Automated Remote Insect Surveillance at a Global Scale and the Internet of Things. Robotics 6 (3) (2017)
Ilyas Potamitis, Iraklis I. Rigakis, Nicolas-Alexander Tatlas
Automated Surveillance of Fruit Flies. Sensors 17 (1) (2017)
Ilyas Potamitis, Iraklis I. Rigakis
Automated Monitoring of Olive Orchards. HAICTA (2017)
Stavros Ntalampiras, Ilyas Potamitis
Emotion Prediction of Sound Events Based on Transfer Learning. EANN (2017)
Lefteris Fanioudakis, Ilyas Potamitis
Deep Networks tag the location of bird vocalisations on audio spectrograms. CoRR (2017)
Ilyas Potamitis
Deep learning for detection of bird vocalisations. CoRR (2016)
Ilyas Potamitis, Iraklis I. Rigakis, Spyros Kouzoupis
Mass Data Acquisition and Analysis of Optical insects' wingbeat signals. MDA (2016)
Ilyas Potamitis
Unsupervised dictionary extraction of bird vocalisations and new tools on assessing and visualising bird activity. Ecol. Informatics 26 (3) (2015)
Ilyas Potamitis, Iraklis I. Rigakis, Konstantinos Fysarakis
The Electronic McPhail Trap. Sensors 14 (12) (2014)
Ilyas Potamitis
Classifying insects on the fly. Ecol. Informatics 21 (2014)
Stavros Ntalampiras, Ilyas Potamitis
On predicting the unpleasantness level of a sound event. INTERSPEECH (2014)
Stavros Ntalampiras, Ilyas Potamitis
Detection of human activities in natural environments based on their acoustic emissions. EUSIPCO (2012)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
A Practical System for Acoustic Surveillance of Hazardous Situations. Int. J. Artif. Intell. Tools 20 (1) (2011)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
Probabilistic Novelty Detection for Acoustic Surveillance Under Real-World Conditions. IEEE Trans. Multim. 13 (4) (2011)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
A multidomain approach for automatic home environmental sound classification. INTERSPEECH (2010)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
Identification of abnormal audio events based on probabilistic novelty detection. INTERSPEECH (2010)
Stavros Ntalampiras, Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis
Heterogeneous Sensor Database in Support of Human Behaviour Analysis in Unrestricted Environments: The Audio Part. LREC (2010)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
Exploiting Temporal Feature Integration for Generalized Sound Recognition. EURASIP J. Adv. Signal Process. 2009 (2009)
Stavros Ntalampiras, Dejan Arsic, Andre Störmer, Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis
PROMETHEUS database: A multimodal corpus for research on modeling and interpreting human behavior. DPS (2009)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
On acoustic surveillance of hazardous situations. ICASSP (2009)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
An Adaptive Framework for Acoustic Monitoring of Potential Hazards. EURASIP J. Audio Speech Music. Process. 2009 (2009)
Stavros Ntalampiras, Ilyas Potamitis, Nikos Fakotakis
A portable system for robust acoustic detection of atypical situations. EUSIPCO (2009)
Ilyas Potamitis
Single channel enumeration and recognition of an unknown and time-varying number of sound sources. EUSIPCO (2008)
Ilyas Potamitis, Alexey Ozerov
Single channel source separation using static and dynamic features in the power domain. EUSIPCO (2008)
Stavros Ntalampiras, Ilyas Potamitis, Todor Ganchev, Nikos Fakotakis
Audio Database in Support of Potentiel Threat and Crisis Situation Management. LREC (2008)
Stavros Ntalampiras, Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis
Objective comparison of speech enhancement algorithms under real world conditions. PETRA (2008)
Ilyas Potamitis, Todor Ganchev, Nikos Fakotakis
Automatic bioacoustic detection of Rhynchophorus ferrugineus. EUSIPCO (2008)
Ilyas Potamitis, Todor Ganchev, Nikos Fakotakis
Automatic acoustic identification of crickets and cicadas. ISSPA (2007)
Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis
Acoustic Monitoring of Singing Insects. ICASSP (4) (2007)
Ilyas Potamitis, George K. Kokkinakis
Speech Separation of Multiple Moving Speakers Using Multisensor Multitarget Techniques. IEEE Trans. Syst. Man Cybern. Part A 37 (1) (2007)
Ilyas Potamitis, Todor Ganchev, Nikos Fakotakis
Automatic acoustic identification of insects inspired by the speaker recognition paradigm. INTERSPEECH (2006)
Ilyas Potamitis, Nikolaos D. Fakotakis
Enhancement of mel log-power spectrum of speech using particle filtering. INTERSPEECH (2005)
Theodoros Giannakopoulos, Nicolas-Alexander Tatlas, Todor Ganchev, Ilyas Potamitis
A practical, real-time speech-driven home automation front-end. IEEE Trans. Consumer Electron. 51 (2) (2005)
Sebastian Möller, Jan Felix Krebber, Alexander Raake, Paula M. T. Smeele, Martin Rajman, Mirek Melichar, Vincenzo Pallotta, Gianna Tsakou, Basilis Kladis, Anestis Vovos, Jettie Hoonhout, Dietmar Schuchardt, Nikos Fakotakis, Todor Ganchev, Ilyas Potamitis
INSPIRE: Evaluation of a Smart-Home System for Infotainment Management and Device Control CoRR (2004)
Ilyas Potamitis, Huimin Chen, George Tremoulis
Tracking of multiple moving speakers with multiple microphone arrays. IEEE Trans. Speech Audio Process. 12 (5) (2004)
Sebastian Möller, Jan Felix Krebber, Alexander Raake, Paula M. T. Smeele, Martin Rajman, Mirek Melichar, Vincenzo Pallotta, Gianna Tsakou, Basilis Kladis, Anestis Vovos, Jettie Hoonhout, Dietmar Schuchardt, Nikos Fakotakis, Todor Ganchev, Ilyas Potamitis
INSPIRE: Evaluation of a Smart-Home System for Infotainment Management and Device Control. LREC (2004)
Ilyas Potamitis, Panagiotis Zervas, Nikos Fakotakis
DOA estimation of speech signals using semi-blind source separation techniques. INTERSPEECH (2004)
Ilyas Potamitis
Estimation of speech presence probability in the field of microphone array. IEEE Signal Process. Lett. 11 (12) (2004)
Ilyas Potamitis, Panos Zervas, Nikos Fakotakis
Voice separation of overlapping speech using tracking techniques and the gating process. EUSIPCO (2004)
Todor Ganchev, Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis
Text-Independent Speaker Verification for Real Fast-Varying Noisy Environments. Int. J. Speech Technol. 7 (4) (2004)
Ilyas Potamitis, George Tremoulis, Nikos Fakotakis
Multi-array Multi-speaker Tracking. TSD (2003)
Ilyas Potamitis, George Tremoulis, Nikos Fakotakis, George Kokkinakis
Multi-array fusion for beamforming and localization of moving speakers. INTERSPEECH (2003)
Ilyas Potamitis, Kallirroi Georgila, Nikos Fakotakis, George K. Kokkinakis
An integrated system for smart-home control of appliances based on remote speech interaction. INTERSPEECH (2003)
Ilyas Potamitis, Eran Fishler
Microphone array voice activity detection and noise suppression using wideband generalized likelihood ratio. INTERSPEECH (2003)
Ilyas Potamitis, George Tremoulis, Nikos Fakotakis
Multi-speaker DOA tracking using interactive multiple models and probabilistic data association. INTERSPEECH (2003)
Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis
A trainable speech enhancement technique based on mixture models for speech and noise. INTERSPEECH (2003)
Ilyas Potamitis, Nikos Fakotakis, Nikos Liolios, George K. Kokkinakis
Speech Enhancement Using Mixtures of Gaussians for Speech and Noise. TSD (2002)
Panagiotis Zervas, Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis
On the First Greek-TTS Based on Festival Speech Synthesis. TSD (2002)
Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis
Gender-dependent and speaker-dependent speech enhancement. ICASSP (2002)
Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis
Speech enhancement based on combining perceptual enhancement and short-time spectral attenuation. INTERSPEECH (2002)
Ilyas Potamitis, Nikos Fakotakis
Autoregressive time-frequency interpolation in the context of missing data theory for impulsive noise compensation. INTERSPEECH (2001)
Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis
Map estimation for on-line noise compensation of time trajectories of spectral coefficients. INTERSPEECH (2001)
Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis
Bayesian Independent Component Analysis as Applied to One-Channel Speech Enhancement. ICANN (2001)
Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis
Speech Recognition Based on Feature Extraction with Variable Rate Frequency Sampling. TSD (2001)
Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis
Bayesian Noise Compensation of Time Trajectories of Spectral Coefficients for Robust Speech Recognition. TSD (2001)
Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis
Speech enhancement using the sparse code shrinkage technique. ICASSP (2001)
Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis
Impulsive noise suppression using neural networks. ICASSP (2000)
Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis
Improving the Robustness of Noisy MFCC Features Using Minimal Recurrent Neural Network. IJCNN (5) (2000)
Ilyas Potamitis, Nikos Fakotakis, George Kokkinakis
Spectral and cepstral projection bases constructed by independent component analysis. INTERSPEECH (2000)