Post-doctoral Researchers

PhD Students

  1. Stogiannopoulos Th., " Deep Learning Algorithms for audio-visual signal classification and processing", in progress.
  2. Detsikas N., " Deep Learning Algorithms for Automated Driving", in progress.
  3. Sgouros Th. , "Sound Source Separation with machine learning techniques ", January 2023.
  4. Maniatopoulos A. A., " Training and Performance Improvement Techniques for Artificial Neural Networks", December 2022.
  5. Bouzos O., "Optimization Techniques for Image Fusion and Image Analysis", October 2022. (Co-supervision)
  6. Tzimiropoulos G., "Affine Object Deformation and Symmetry detection". (2006-2009) (Co-supervision)
  7. Korizis H., "Smooth component extraction from financial time-series". (2006-2007) (Co-supervision)
  8. Li Q., "Object-based Hyper-Spectral Image Fusion". (2003-2006) (Co-supervision)

Master Students

  1. Antartis R., " Development of a deep learning model in order to classify species petraea, pubescens and frainetto, based on their leaf morphology. ", in progress.
  2. Marthoglou K., " Spatial and Temporal Inpainting for video sequences ", October 2022.
  3. Vasilakis I., " Bandwidth extension for audio signals using Deep Learning ", June 2022.
  4. Zerzis P. , " Music Information Extraction using Deep Neural Networks ", April 2019.
  5. Pistola Th., " Audio Feature Extraction and Identification using Deep Neural Networks ", September 2016.
  6. Tourtounis D., "Copy-and-paste forgery detection in images ", November 2015.
  7. Oudre L., "Image Fusion using Dispersion Minimisation", September 2007. (Co-supervision)
  8. Picard M., "Image Fusion using Anisotropic Diffusion", September 2006. (Co-supervision)
  9. Stafylakis T., "Overcomplete audio source separation", September 2005.
  10. Lefakis K., "Automatic Chord Recognition using Hidden Markov Models", September 2005.
  11. Arivao F., "Image fusion using Independent Component Analysis", September 2005.
  12. Tonelli M., "Blind audio dereverberation", September 2003. (Co-supervision)

Undergraduate Students

  1. Doulalas D., " Music Source Separation using semantic segmentation techniques ", in progress.
  2. Astara P., " Emotion detection from audio samples ", in progress.
  3. Lazaridou N., " Old photo colorisation using deep learning ", in progress.
  4. Kechlimbari I., " Conversion between musical instruments using timbre transfer ", November 2024.
  5. Skyrianos G., "Image Classification using few-shot architectures ", October 2024.
  6. Kouklaras A., " Music generation with diffusion techniques ", October 2024.
  7. Thanasoulis G., " Imperfection detection from photovoltaic-panel electroluminescence images ", October 2024.
  8. Chatzisavvas Ch., " Instance Segmentation for Driving images ", September 2024.
  9. Alvanos St., " Music Transcription using deep learning architectures ", July 2024.
  10. Nikolakaki D., " Music prediction and creation using Deep Learning ", March 2024.
  11. Fanaridou K., " Semantic Segmentation of videos from autonomous driving cameras ", October 2023.
  12. Theriou I., " Temporal Detection and Recognition of multiple sounds in interior places ", October 2023.
  13. Rigas P., " 3D model creation from 2D sketches ", July 2023.
  14. Alexandridis A., " Main Melody Extraction from Recordings ", July 2023.
  15. Liapis S., " Pneumonia Area Detection in Lung X-Rays ", March 2023.
  16. Agorastos V. , " Satellite Image Semantic Segmentation with Deep Learning", March 2023.
  17. Stefanidis K., "Semantic Segmentation on Driving Cameras", February 2023.
  18. Anagnostou P., "Hazardous Driving Detection with Deep Learning", September 2022.
  19. Papadopoulos A., "Indoor Sound Event Detection and Identification", September 2022.
  20. Mouslech St., "Cough Sound Classification for COVID-19 detection using Deep Learning ", July 2022.
  21. Raia M., " Person Identification using Deep Learning and Facial Blood Flow ", March 2022.
  22. Alvanaki P., " Word Transcription using Audio-Visual Deep Learning ", March 2022.
  23. Litsos M., " Style Transfer in Images and Videos ", March 2022.
  24. Aggelis I., " Image Super-Resolution using Deep Learning", October 2021.
  25. Stogiannopoulos Th., " Automatic Chord Recognition using Deep Learning ", October 2021.
  26. Sarvanti N., " Deep Neural Networks for Music Information Extraction", October 2021.
  27. Kontostathis I., " Image to Image Style Transfer ", October 2021.
  28. Goudelis G., " Environmental Sound Classification with Deep Learning", October 2021.
  29. Elvanoglou E., "Music Composer Identification using Deep Learning ", October 2021.
  30. Praftsiotis A., " Human Response Classification from EEG with Deep Learning", June 2021.
  31. Marthoglou K., " Image Impainting With Deep Learning", February 2021.
  32. Stefanou A., " Live and Cover song indentification ", October 2020.
  33. Vasilakis I., " Automated resolution enhancement of Audio recordings ", September 2020.
  34. Bousis A., " Automated Audio Source Extraction From Recordings using Deep Neural Networks", September 2020.
  35. Keramidiotis V., " Digital simulation of analog effects in real-time ", July 2020.
  36. Moschakis I., " Automated Speech Transcription via Lip Reading", July 2020.
  37. Gentsidis K., " Person Identification using Motion Amplification", July 2020.
  38. Milios V., " Image and Video Colorization using Generative Adversarial Networks", October 2019.
  39. Sidiropoulos I., " Digital Simulation of Analog Effects", October 2019.
  40. Pallikaras V.P., " Automated speaker diarization and recognition in videos ", October 2019.
  41. Simiakakis A., " Real-time Audio Source Separation", July 2019.
  42. Sakellariou Z., " Image and Video Super-resolution with Deep Neural Networks", July 2019.
  43. Konstantinidis P., " Sound effects implementation and Guitar Amplifier simulation in real-time environment", June 2019.
  44. Tzouchas A., " Image and Video Colorization with Deep Neural Networks", October 2018.
  45. Maniatopoulos A., " Time-Series Modelling and Prediction using Deep Neural Networks", October 2018.
  46. Papadopoulos A., " Motion amplification in video ", June 2018.
  47. Kilis N., " Automated Dereverberation from recordings", June 2018.
  48. Kazantzidis I., " Audio Source Separation using Deep Neural Networks ", June 2018.
  49. Makaratzis I., " Audio Source Separation using sparse representations ", June 2018.
  50. Dimitriadis Th., " Musical Instrument Identification using Deep Neural Networks ", June 2018.
  51. Pagonis A., " Image Content analysis using Deep Neural Networks ", March 2018.
  52. Bakoulas N., " Real-time motion amplification in video sequences ", October 2017.
  53. Arampatzis A., " Radio Source Localization using antenna arrays and array signal processing using Software-Defined Radio ", October 2017.
  54. Zerzis P., " Musical Analysis of Audio Recordings ", October 2017.
  55. Kaloudis I., " Automated Singing voice extraction from song recordings ", May 2017.
  56. Asvestopoulos Th., " Automatic solution of electrical circuit images ", March 2017.
  57. Dimopoulos G., " Automatic face models fitting in real-life faces, ", November 2016.
  58. Parissis E., "Music Retrieval using monophonic melodies ", June 2016.
  59. Merianos I., "Dynamic Range Extension for HDR image synthesis ", March 2016.
  60. Feleskouras P. , "Motion and Color changes amplification in video sequences ", March 2016.
  61. Mallis D., "Audio Source Separation in room environments ", November 2015.
  62. Sachos K.A., " Polyphonic Melody Transcription using spectral signatures ", November 2015.
  63. Sfakianou A. , "Language ID using audio cues ", March 2015.
  64. Sgouros T., "Audio Source Separation using fewer microphones ", November 2014.
  65. Souftas K., " Automated Song Retrieval using main melody", November 2014.
  66. Tzotzadinis C. , "Automated Audio Source Separation and Localization ", October 2014.
  67. Sihonidis C. , "Real-time implementation of audio effects ", October 2014.
  68. Chalegoua J. , "Real-time Algorithms for sound source localisation and separation", July 2014.
  69. Tourtounis D., "Panorama image synthesis using interest points", October 2013.
  70. Tastzoglou D., " Motion Estimation in videos using Polar FFT", October 2013.
  71. Antonopoulos A.S., "Texture-based Image Fusion using Independent Component Analysis", July 2013.
  72. Karampelas E., "Hidden Factor Extraction and Prediction from Financial Time-Series ", June 2013.
  73. Aravanis I., "Polyphonic Music Transcription using Nonnegative Matrix Factorisation", February 2013.
  74. Panagiotou V. , "Audio Feature Extraction for Automated Song Retrieval", October 2012.
  75. Loussararian P., "Automatic Language Identification using audio cues", June 2007.
  76. Sekwalor C., "Musical Instrument Sound Source Recognition", September 2005.