Ινστιτούτο Τεχνολογιών Πληροφορικής και Επικοινωνιών

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Κος Χρήστος Τζελέπης - Δημοσιεύσεις

Δημοσιεύσεις σε Περιοδικά

  1. C. Tzelepis, V. Mezaris, I. Patras, "Linear Maximum Margin Classifier for Learning from Uncertain Data", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 40, no. 12, pp. 2948-2962, December 2018. DOI:10.1109/TPAMI.2017.2772235
  2. C. Tzelepis, D. Galanopoulos, V. Mezaris, I. Patras, "Learning to detect video events from zero or very few video examples", Image and Vision Computing Journal, Elsevier, vol. 53, pp. 35?44, Sept. 2016.
  3. C. Tzelepis, Z. Ma, V. Mezaris, B. Ionescu, I. Kompatsiaris, G. Boato, N. Sebe, S. Yan, "Event-based Media Processing and Analysis: A Survey of the Literature", Image and Vision Computing Journal, Elseviervol. 53, pp. 3-19, Sept. 2016.
  4. C. Tzelepis, D. Galanopoulos, V. Mezaris, I. Patras, "Learning to detect video events from zero or very few video examples", Image and Vision Computing Journal, Elsevier, 2015, accepted for publication.

Δημοσιεύσεις σε Συνέδρια

  1. W. Mou, C. Tzelepis, V. Mezaris, H. Gunes, I. Patras, "Generic to Specific Recognition Models for Membership Analysis in Group Videos", Proc. 12th IEEE Int. Conf. on Automatic Face and Gesture Recognition (FG 2017), May-June 2017, Washington, DC, USA.
  2. C. Tzelepis, E. Mavridaki, V. Mezaris, I. Patras, "Video Aesthetic Quality Assessment using Kernel Support Vector Machine with Isotropic Gaussian Sample Uncertainty (KSVM-iGSU)", Proc. IEEE Int. Conf. on Image Processing (ICIP 2016), Phoenix, AZ, USA, Sept. 2016.
  3. C. Tzelepis, V. Mezaris, I. Patras, "Video Event Detection using Kernel Support Vector Machine with Isotropic Gaussian Sample Uncertainty (KSVM-iGSU)", Proc. 22nd Int. Conf. on MultiMedia Modeling (MMM'16), Miami, FL, USA, Jan. 2016.
  4. F. Markatopoulou, A. Ioannidou, C. Tzelepis, T. Mironidis, D. Galanopoulos, S. Arestis-Chartampilas, N. Pittaras, K. Avgerinakis, N. Gkalelis, A. Moumtzidou, S. Vrochidis, V. Mezaris, I. Kompatsiaris, I. Patras, "ITI-CERTH participation to TRECVID 2015", Proc. TRECVID 2015 Workshop, Gaithersburg, MD, USA, Nov. 2015.
  5. F. Markatopoulou, A. Moumtzidou, C. Tzelepis, K. Avgerinakis, N. Gkalelis, S. Vrochidis, V. Mezaris, I. Kompatsiaris, "ITI-CERTH participation to TRECVID 2013", Proc. TRECVID 2013 Workshop, Gaithersburg, MD, USA, November 2013.
  6. C. Tzelepis, N. Gkalelis, V. Mezaris, I. Kompatsiaris, "Improving event detection using related videos and Relevance Degree Support Vector Machines", Proc. ACM Multimedia 2013 (MM’13), Barcelona, Spain, October 2013.

Κεφάλαια Βιβλίων

  1. K. Apostolidis, F. Markatopoulou, C. Tzelepis, V. Mezaris, I. Patras, "Multimedia Processing Essentials", in book "Personal Multimedia Preservation: Remembering or Forgetting Images and Video", V. Mezaris, C. Niederee, R.H. Logie (Eds.), Springer, ISBN 978-3-319-73465-1, pp. 47-98, 2018.

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