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Publications of Signal Processing Laboratory (SPL) (SPL)

Periodicals (84)

Journal Articles

  1. Troullinou, E., Tsagkatakis, G, Chavlis, S., Turi, G., Li, W.-K., Losonczy, A., Tsakalides, P., & Poirazi, P. (2021). Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks. IEEE Transactions on Emerging Topics in Computational Intelligence5(5), 755-767.
  2. Pentari, A., Tzagkarakis, G., Tsakalides, P., Simos, P., Bertsias, G., Kavroulakis, E., Marias, K., Simos, N. J., & Papadaki, E. (2021). Changes in resting-state functional connectivity in neuropsychiatric Lupus: A dynamic approach based on recurrence quantification analysis. Elsevier Biomedical Signal Processing and Control72.
  3. Doutsi, E., Fillatre, L., Antonini, M., & Tsakalides, P. (2021). Dynamic Image Quantization Using Leaky Integrate-and-Fire Neurons. IEEE Transactions on Image Processing30, 4305-4315.
  4. Karmiris, I., Astaras, C., Ioannou, K., Vasiliadis, I., Youlatos, D., Stefanakis, N., & Galanaki, A. (2021). Estimating Livestock Grazing Activity in Remote Areas Using Passive Acoustic Monitoring. Information12(8).
  5. Adami, I., Foukarakis, M., Ntoa, S., Partarakis, N., Stefanakis, N., Koutras, G., Kutsuras, T., Ioannidi, D., Zabulis, X., & Stephanidis, C. (2021). Monitoring Health Parameters of Elders to Support Independent Living and Improve Their Quality of Life. Sensors21(2).
  6. Tzagkarakis, G., Nolan, J., & Tsakalides, P. (2021). Robust Nonlinear Compressive Sampling Using Symmetric Alpha-Stable Distributions. Signal Processing182.
  7. Zervou, M.-A., Doutsi, E., Pavlidis , P., & Tsakalides, P. (2021). Structural Classification of Proteins Based on the Computationally Efficient Recurrence Quantification Analysis and Horizontal Visibility Graphs. Bioinformatics.
  8. Aidini, A., & Tsagkatakis, G, Tsakalides, P. (2021). Tensor Decomposition Learning for Compression of Multidimensional Signals. IEEE Journal of Selected Topics in Signal Processing15(3), 476-490.
  9. Troullinou, E., Tsagkatakis, G, Palagina, G., Papadopouli, M., Smirnakis, S. M., & Tsakalides, P. (2020). Adversarial Dictionary Learning for a Robust Analysis and Modelling of Spontaneous Neuronal ActivityNeurocomputing388, 188-201, Elsevier.
  10. Tzagkarakis, G., & Maurer, F. (2020). An Energy-based Measure for Long-Run Horizon Risk Quantification. Annals of Operations Research289(2), 363-390.
  11. Kvakic, M., Tzagkarakis, G., Pellerin, S., Ciais, P., Goll, S., Mollier, A., & Ringeval, B. (2020). Carbon and Phosphorus Allocation in Annual Plants: An Optimal Functioning Approach. Frontiers in Plant Science11.
  12. Giannopoulos, M., Aidini, A., Pentari, A., Fotiadou, K., & Tsakalides, P. (2020). Classification of Compressed Remote Sensing Multispectral Images via Convolutional Neural Networks. MDPI Journal of Imaging, Special Issue on Multispectral Imaging6(4).
  13. Stivaktakis, R., Tsagkatakis, G, Moraes, B., Abdalla, F. B., Starck, J. L., & Tsakalides, P. (2020). Convolutional Neural Networks for Spectroscopic Redshift Estimation on Euclid Data. IEEE Transactions on Big Data6(3), 460-476.
  14. Aspri, M., & Tsagkatakis, G, Tsakalides, P. (2020). Distributed Training and Inference of Deep Learning Models for Multi-Modal Land Cover Classification. MDPI Remote Sensing, Special Issue on Computer Vision and Deep Learning for Remote Sensing Applications12(17).
  15. Geiller, T., Vancura, B., Terada, S., Troullinou, E., Chavlis, S., Tsagkatakis, G, Tsakalides, P., Ocsai, K., Poirazi, P., Rozsa, B. J., & Losonczy, A. (2020). Large-Scale 3D Two-Photon Imaging of Molecularly Identified CA1 Interneuron Dynamics in Behaving Mice. Neuron108(5), 968-983.
  16. Tzagkarakis, G., Charalampidis, P., Roubakis, S., Makrogiannakis, A., & Tsakalides, P. (2020). Quantifying the Computational Efficiency of Compressive Sensing in Smart Water Network Infrastructures. MDPI Sensors20(11).
  17. Vernardos, G., & Tsagkatakis, G, Pantazis, Y. (2020). Quantifying the Structure of Strong Gravitational Lens Potentials with Uncertainty Aware Deep Neural Networks. Monthly Notices of the Royal Astronomical Society.
  18. Stivaktakis, R., & Tsagkatakis, G, Tsakalides, P. (2020). Semantic Predictive Coding with Arbitrated Generative Adversarial Networks. MDPI Machine Learning and Knowledge Extraction2(3), 307-326.
  19. Fotiadou, K., & Tsagkatakis, G, Tsakalides, P. (2020). Snapshot High Dynamic Range Imaging via Sparse Representations and Feature Learning. IEEE Transactions on Multimedia22(3), 688-703.
  20. Perez-Lopez, A., & Stefanakis, N. (2019). Analysis of Spherical Isotropic Noise Fields with an A-Format Tetrahedral Microphone. Journal of the Acoustical Society of America146(4), 329-334.
  21. Stefanakis, N., Mastorakis, Y., Alexandridis, A., & Mouchtaris, A. (2019). Automating Mixing of User-Generated Audio Recordings from the Same Event. Journal of the Audio Engineering Society (JAES)67(4), 201-212.
  22. Tzagkarakis, G., Nolan, J., & Tsakalides, P. (2019). Compressive Sensing Using Symmetric Alpha-Stable Distributions for Robust Sparse Signal Reconstruction. IEEE Transactions on Signal Processing67(3), 808-820.
  23. Stivaktakis, R., & Tsagkatakis, G, Tsakalides, P. (2019). Deep Learning for Multi-Label Land Cover Scene Categorization Using Data Augmentation. IEEE Geoscience and Remote Sensing Letters16(7), 1031-1035.
  24. Stefanakis, N. (2019). Efficient Implementation of Superdirective Beamforming in a Half-Space Environment. Journal of Acoustical Society of America145(3), 1293-1302.
  25. Tsagkatakis, G, Bloemen, M., Geelen, B., Jayapala, M., & Tsakalides, P. (2019). Graph and Rank Regularized Matrix Recovery for Snapshot Spectral Image Demosaicing. IEEE Transactions on Computational Imaging5(2), 301-316.
  26. Vernardos, G., & Tsagkatakis, G (2019). Quasar Microlensing Light Curve Analysis Using Deep Machine Learning. Monthly Notices of the Royal Astronomical Society486(2), 1944-1952.
  27. Fotiadou, K., & Tsagkatakis, G, Tsakalides, P. (2019). Spectral Super-Resolution of Hyperspectral Images via Coupled Dictionary Learning. IEEE Transactions on Geoscience and Remote Sensing57(5), 2777-2797.
  28. Tsagkatakis, G, Aidini, A., Fotiadou, K., Giannopoulos, M., Pentari, A., & Tsakalides, P. (2019). Survey of Deep-Learning Approaches for Remote Sensing Observation Enhancement. MDPI Sensors.
  29. Alexandridis, A., & Mouchtaris, A. (2018). Multiple Sound Source Location Estimation in Wireless Acoustic Sensor Networks using DOA estimates: The Data-Association Problem. IEEE Transactions Audio, Speech, and Language Processing26(2), 342-356.
  30. Cobos, M., Antonacci, F., Alexandridis, A., Mouchtaris, A., & Lee, B. (2017). A Survey of Sound Source Localization Methods in Wireless Acoustic Sensor NetworksWireless Communications and Mobile Computing.
  31. Savvaki, S., Tsagkatakis, G, Panousopoulou, A., & Tsakalides, P. (2017). Matrix and Tensor Completion on a Human Activity Recognition FrameworkIEEE Journal of Biomedical and Health Informatics21(6), 1554- 1561, IEEE.
  32. Stefanakis, N., Pavlidi, D., & Mouchtaris, A. (2017). Perpendicular Cross-Spectra Fusion for Sound Source Localization With a Planar Microphone Array IEEE/ACM Transactions on Audio, Speech, and Language Processing 25(9), 1821-1835, IEEE.
  33. Panousopoulou, A., zkune, M., & Tsakalides, P. (2016). Feature selection for performance characterization in multi-hop wireless sensor networksAd Hoc Networks49, 70-89 , Elsevier.
  34. Caetano, M, Kafentzis, G., Mouchtaris, A., & Stylianou, Y. (2016). Full-Band Quasi-Harmonic Analysis and Synthesis of Musical Instrument Sounds with Adaptive SinusoidsApplied Sciences6(5).
  35. Karalas, K., Tsagkatakis, G, Zervakis, M.E., & Tsakalides, P. (2016). Land Classification Using Remotely Sensed Data: Going Multilabel IEEE Transactions on Geoscience and Remote Sensing 54(6), 3548 -3563, IEEE.
  36. Tsagkatakis, G, Beferull-Lozano, B., & Tsakalides, P. (2016). Singular spectrum-based matrix completion for time series recovery and predictionEURASIP Journal on Advances in Signal Processing.
  37. Nikitaki, S., & Tsagkatakis, G, Tsakalides, P. (2015). Efficient Multi-Channel Signal Strength Based Localization via Matrix Completion and Bayesian Sparse LearningIEEE Transactions on Mobile Computing14(11), 2244- 2256, IEEE.
  38. Griffin, A., Alexandridis, A., Pavlidi, D., Mastorakis, Y., & Mouchtaris, A. (2015). Localizing multiple audio sources in a wireless acoustic sensor networkSignal Processing107, 54-67, Elsevier.
  39. Tsagkatakis, G, Woiselle, A, Tzagkarakis, G., Bousquet, M, Starck, J. L., & Tsakalides, P. (2015). Multireturn compressed gated range imagingOptical Engineering54(3), SPIE.
  40. Achim, A., Basarab, A., Tzagkarakis, G., Tsakalides, P., & Kouame, D. (2015). Reconstruction of Ultrasound RF Echoes Modeled as Stable Random VariablesIEEE Transactions on Computational Imaging 1(2), 86-95, IEEE.
  41. Morfi, V., & Degottex, G, Mouchtaris, A. (2015). Speech Analysis and Synthesis with a Computationally Efficient Adaptive Harmonic ModelIEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) 23(11), 1950-1962 .
  42. Milioris, D., Tzagkarakis, G., Papakonstantinou, A., Papadopouli, M., & Tsakalides, P. (2014). Low-dimensional Signal-Strength Fingerprint-based Positioning in Wireless LANsAd Hoc Networks 12, 100-114, Elsevier.
  43. Tzagkarakis, G., Seliniotaki, A., Christophides, V., & Tsakalides, P. (2014). Uncertainty-Aware Sensor Data Management and Early Warning for Monitoring Industrial InfrastructuresInternational Journal of Monitoring and Surveillance Technologies Research2(4), 1-24, ACM.
  44. Alexandridis, A., Griffin, A., & Mouchtaris, A. (2013). Capturing and reproducing spatial audio based on a circular microphone arrayJournal of Electrical and Computer Engineering, Article No. 7 .
  45. Tzagkarakis, G., Tsakalides, P., & Starck, J. L. (2013). Covariation-based Subspace-Augmented MUSIC for Joint Sparse Support Recovery in Impulsive EnvironmentsSignal Processing93(5), 1365-1373, Elsevier.
  46. Pavlidi, D., Griffin, A., Puigt, M., & Mouchtaris, A. (2013). Real-Time Multiple Sound Source Localization and Counting Using a Circular Microphone Array . IEEE Transactions on Audio, Speech, and Language Processing,21(10), 2193-2206.
  47. Karakozoglou, S-Z, Henrich, N, Alessandro, C, Stylianou, Y. (2012). Automatic glottal segmentation using local-based active contours. Speech Communication, Special Issue on Advanced voice Function Assessment54(5), 641-654.
  48. Kiagiadaki, D, Chimona, T, Chlouverakis, G, Stylianou, Y., & Proimos, E, Papadakis, Ch, Bizakis, J (2012). Evaluating the outcome of phonosurgery: comparing the role of VHI and VoiSS questionnaires in the Greek language. Accepted to Journal of Voice. May201226(3), 372-377.
  49. Pantazis, Y., Rosec, O., & Stylianou, Y. (2011). Adaptive AM-FM Signal Decomposition with Application to Speech Analysis. IEEE Trans. on Audio, Speech and Language Processing. Febr.2011V19(2), 290-300.
  50. Markaki, M., & Stylianou, Y. (2011). Discrimination of Speech from Nonspeeech in Broadcast News Based on Modulation Frequency Features . Speech Communication: Special Issue on Perceptual and Statistical Audition.May-June2011V53(5), 726-735.
  51. Arias-Londoño, J. D., Godino-Llorente, J. I., Markaki, M., & Stylianou, Y. (2011). On combining information from Modulation Spectra and Mel-Frequency Cepstral coefficients for Automatic Detection of Pathological Voices . Logopedics, Phoniatrics,Vocology (LPV). Jul 2011V36(2), 60-69.
  52. Holzapfel, A., & Stylianou, Y. (2011). Scale Transform in Rhythmic similarity of Music. IΕΕΕ Trans. on Audio, Speech and Language Processing. Jan.2011V19(1), 176-185.
  53. Griffin, A., Hirvonen, T. , Tzagkarakis, Ch., Mouchtaris, A., & Tsakalides, P. (2011). Single-channel and Multi-channel Sinusoidal Audio Coding Using Compressed Sensing. IEEE Transactions on Audio, Speech and Language Processing19(5), 1382-1395, (pdf).
  54. Markaki, M., & Stylianou, Y. (2011). Voice Pathology Detection and Discrimination based on Modulation Spectral Features . IEEE Trans. on Audio, Speech and Language Processing. Sept2011V19(7), 1398-1948.
  55. Benetos, E., & Stylianou, Y. (2010). Auditory spectrum-based pitched instrument onset detection. , 18(8), 1968-1977, (15587916).
  56. Pantazis, Y., Rosec, O., & Stylianou, Y. (2010). Iterative estimation of sinusoidal signal parameters. , 17(5), 461-464, (10709908).
  57. Gkirtzou, K., Tsamardinos, I., Tsakalides, P., & Poirazi, P. (2010). MatureBayes: A probabilistic algorithm for identifying the mature miRNA within novel precursors. PLoS ONE5(8), e11843, (1932-6203; 1932-6203).
  58. Pantazis, Y., Rosec, O., & Stylianou, Y. (2010). Reply to comments on iterative estimation of sinusoidal signal parameters. , 17(12), 1024-1026, (10709908).
  59. Tsakalides, P. (2010). The ASPIRE Project – Novel Signal Processing for Future Sensor Networks. , 13, 61.
  60. Holzapfel, A., Stylianou, Y., Gedik , A. C., & Bozkurt, B. (2010). Three dimensions of pitched instrument onset detection. , 18(6), 1517-1527, (15587916).
  61. Tzagkarakis, Ch., Mouchtaris, A., & Tsakalides, P. (2009). A multichannel sinusoidal model applied to spot microphone signals for immersive audio. IEEE Transactions on Audio, Speech and Language Processing17(8), 1483-1497, (15587916).
  62. Vassilakis, M., & Stylianou, Y. (2009). Spectral jitter modeling and estimation. Biomedical Signal Processing and Control4(3), 183-193, (17468094).
  63. Tzagkarakis, G., Papadopouli, M., & Tsakalides, P. (2009). Trend forecasting based on Singular Spectrum Analysis of traffic workload in a large-scale wireless LAN. Performance Evaluation66(3-5), 173-190, (01665316).
  64. Vassilakis, M., & Stylianou, Y. (2009). Voice pathology detection based eon short-term jitter estimations in running speech. Folia Phoniatrica et Logopaedica61(3), 153-170, (10217762).
  65. Agiomyrgiannakis, Y., & Stylianou, Y. (2009). Wrapped gaussian mixture models for modeling and high-rate quantization of phase data of speech. IEEE Transactions on Audio, Speech and Language Processing17(4), 775-786, (15587916).
  66. Kandia, V., & Stylianou, Y. (2008). Detection of clicks based on group delay. Canadian Acoust36(1), 48-54, (07116659).
  67. Mouchtaris, A., Karadimou, K., & Tsakalides, P. (2008). Multiresolution source/filter model for low bitrate coding of spot microphone signals. Eurasip J.Audio Speech Music Process.2008, (16874714).
  68. Holzapfel, A., & Stylianou, Y. (2008). Musical Genre Classification Using Nonnegative Matrix Factorization-Based Features. Audio, Speech, and Language Processing, IEEE Transactions on16(2), 424-434, (1558-7916).
  69. Cantzos, D., Mouchtaris, A., & Kyriakakis, C. (2008). Quality enhancement of compressed audio based on statistical conversion. Eurasip J.Audio Speech Music Process.2008, (16874714).
  70. Tzagkarakis, G., Beferull-Lozano, B., & Tsakalides, P. (2008). Rotation-invariant texture retrieval via signature alignment based on steerable sub-Gaussian modeling. IEEE Trans Image Process17(7), 1212-1225, (10577149).
  71. Mouchtaris, A., Van, der S.J., Mueller, P., & Tsakalides, P. (2007). A Spectral Conversion Approach to Single-Channel Speech EnhancementAudio, Speech, and Language Processing, IEEE Transactions on15(4), 1180-1193, (1558-7916).
  72. Tzagkarakis, G., Taroudakis, M., & Tsakalides, P. (2007). A statistical geoacoustic inversion scheme based on a modified radial basis functions neural network. J.Acoust.Soc.Am.122(4), 1959-1968, (00014966).
  73. Achim, A., Kuruoglu, E., Bezerianos, A., & Tsakalides, P. (2007). Comments on "A closed-form nonparametric Bayesian estimator in the wavelet domain of images using an approximate α-stable prior". Pattern Recogn.Lett.28(13), 1845-1847, (01678655).
  74. Agiomyrgiannakis, Y., & Stylianou, Y. (2007). Conditional Vector Quantization for Speech Coding. Audio, Speech, and Language Processing, IEEE Transactions on15(2), 377-386, (1558-7916).
  75. Kardamakis, A.A., Mouchtaris, A., & Pasadakis, N. (2007). Linear predictive spectral coding and independent component analysis in identifying gasoline constituents using infrared spectroscopy. Chemometr.Intelligent Lab.Syst.89(1), 51-58, (01697439).
  76. Taroudakis, M., Tzagkarakis, G., & Tsakalides, P. (2006). Classification of shallow-water acoustic signals via alpha-Stable modeling of the one-dimensional wavelet coefficients. J.Acoust.Soc.Am.119(3), 1396-1405, (00014966).
  77. Kandia, V., & Stylianou, Y. (2006). Detection of sperm whale clicks based on the Teager-Kaiser energy operator. Applied Acoust67(11-12), 1144-1163, (0003682X).
  78. Mouchtaris, A., Van, der S.J., & Mueller, P. (2006). Nonparallel training for voice conversion based on a parameter adaptation approach. IEEE Trans.Audio Speech Lang.Process.14(3), 952-963, (15587916).
  79. Tzagkarakis, G., Beferull-Lozano, B., & Tsakalides, P. (2006). Rotation-invariant texture retrieval with gaussianized steerable pyramids. IEEE Trans Image Process15(9), 2702-2718, (10577149).
  80. Briassouli, A., Tsakalides, P., & Stouraitis, A. (2005). Hidden messages in heavy-tails: DCT-domain watermark detection using alpha-stable models. IEEE Trans Multimedia7(4), 700-714, (15209210).
  81. Rupi, M., Tsakalides, P., Del Re, E., & Nikias, C.L. (2004). Constant modulus blind equalization based on fractional lower-order statistics. Signal Process84(5), 881-894, (01651684).
  82. Achim, A., Tsakalides, P., & Bezerianos, A. (2003). SAR image denoising via Bayesian wavelet shrinkage based on heavy-tailed modeling. IEEE Trans Geosci Remote Sens41(8), 1773-1784, (01962892).

Magazine article

  1. Tsakalides, P. (2007). Αισθητήρες όλου του κόσμου, ενωθείτε. The Economist (Kathimerini)9, 8-9.


  1. Mouchtaris, A., & Tsakalides, P. (2009). The ASPIRE Project - Sensor Networks for Immersive Multimedia EnvironmentsERCIM News78, 13, July 2009.
Found: 84 publications