Christos Tzelepis
Christos Tzelepis
PostDoc Research Associate, Queen Mary University of London
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Event-based media processing and analysis: A survey of the literature
C Tzelepis, Z Ma, V Mezaris, B Ionescu, I Kompatsiaris, G Boato, N Sebe, ...
Image and Vision Computing 53, 3-19, 2016
ITI-CERTH participation to TRECVID 2013.
F Markatopoulou, A Moumtzidou, D Galanopoulos, T Mironidis, V Kaltsa, ...
Linear maximum margin classifier for learning from uncertain data
C Tzelepis, V Mezaris, I Patras
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017
Learning to detect video events from zero or very few video examples
C Tzelepis, D Galanopoulos, V Mezaris, I Patras
Image and vision Computing 53, 35-44, 2016
Improving event detection using related videos and relevance degree support vector machines
C Tzelepis, N Gkalelis, V Mezaris, I Kompatsiaris
Proceedings of the 21st ACM international conference on Multimedia, 673-676, 2013
Video aesthetic quality assessment using kernel Support Vector Machine with isotropic Gaussian sample uncertainty (KSVM-IGSU)
C Tzelepis, E Mavridaki, V Mezaris, I Patras
2016 IEEE International Conference on Image Processing (ICIP), 2410-2414, 2016
Video event detection using kernel support vector machine with isotropic gaussian sample uncertainty (KSVM-iGSU)
C Tzelepis, V Mezaris, I Patras
International conference on multimedia modeling, 3-15, 2016
A deep generic to specific recognition model for group membership analysis using non-verbal cues
W Mou, C Tzelepis, V Mezaris, H Gunes, I Patras
Image and Vision Computing 81, 42-50, 2019
Generic to specific recognition models for membership analysis in group videos
W Mou, C Tzelepis, V Mezaris, H Gunes, I Patras
2017 12th IEEE International Conference on Automatic Face & Gesture …, 2017
Temporal Action Localization with Variance-Aware Networks
TT Xie, C Tzelepis, I Patras
arXiv preprint arXiv:2008.11254, 2020
Maximum Margin Learning Under Uncertainty
C Tzelepis
Queen Mary University of London, 2018
WarpedGANSpace: Finding non-linear RBF paths in GAN latent space
C Tzelepis, G Tzimiropoulos, I Patras
IEEE/CVF International Conference on Computer Vision (ICCV), 2021
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and Retrieval
G Kordopatis-Zilos, C Tzelepis, S Papadopoulos, I Kompatsiaris, I Patras
arXiv preprint arXiv:2106.13266, 2021
Few-Shot Action Localization without Knowing Boundaries
TT Xie, C Tzelepis, F Fu, I Patras
arXiv preprint arXiv:2106.04150, 2021
Uncertainty Propagation in Convolutional Neural Networks: Technical Report
C Tzelepis, I Patras
arXiv preprint arXiv:2102.06064, 2021
Boundary Uncertainty in a Single-Stage Temporal Action Localization Network
TT Xie, C Tzelepis, I Patras
arXiv preprint arXiv:2008.11170, 2020
Concept-Based and Event-Based Video Search in Large Video Collections
F Markatopoulou, D Galanopoulos, C Tzelepis, V Mezaris, I Patras
Big Data Analytics for Large-Scale Multimedia Search, 31, 2019
Multimedia Processing Essentials
K Apostolidis, F Markatopoulou, C Tzelepis, V Mezaris, I Patras
Personal Multimedia Preservation, 47-98, 2018
Generic to Specific Recognition Models for Group Membership Analysis in Videos
W Mou, C Tzelepis, V Mezaris, H Gunes, I Patras
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