Maria Tzelepi
Maria Tzelepi
PhD Student, Department of Informatics, Aristotle University of Thessaloniki
Verified email at csd.auth.gr
Title
Cited by
Cited by
Year
Deep convolutional learning for content based image retrieval
M Tzelepi, A Tefas
Neurocomputing 275, 2467-2478, 2018
822018
Human crowd detection for drone flight safety using convolutional neural networks
M Tzelepi, A Tefas
2017 25th European Signal Processing Conference (EUSIPCO), 743-747, 2017
312017
Relevance feedback in deep convolutional neural networks for content based image retrieval
M Tzelepi, A Tefas
Proceedings of the 9th Hellenic Conference on Artificial Intelligence, 1-7, 2016
142016
Deep convolutional image retrieval: A general framework
M Tzelepi, A Tefas
Signal Processing: Image Communication 63, 30-43, 2018
122018
Graph embedded convolutional neural networks in human crowd detection for drone flight safety
M Tzelepi, A Tefas
IEEE Transactions on Emerging Topics in Computational Intelligence, 2019
112019
Exploiting supervised learning for finetuning deep CNNs in content based image retrieval
M Tzelepi, A Tefas
2016 23rd International Conference on Pattern Recognition (ICPR), 2918-2923, 2016
102016
Exploiting tf-idf in deep convolutional neural networks for content based image retrieval
N Kondylidis, M Tzelepi, A Tefas
Multimedia Tools and Applications 77 (23), 30729-30748, 2018
82018
Heterogeneous Knowledge Distillation using Information Flow Modeling
N Passalis, M Tzelepi, A Tefas
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
72020
Learning deep spatiotemporal features for video captioning
E Daskalakis, M Tzelepi, A Tefas
Pattern Recognition Letters 116, 143-149, 2018
72018
Improving the performance of lightweight CNNs for binary classification using Quadratic Mutual Information regularization
M Tzelepi, A Tefas
Pattern Recognition, 107407, 2020
32020
Semantic map annotation through UAV video analysis using deep learning models in ROS
E Kakaletsis, M Tzelepi, PI Kaplanoglou, C Symeonidis, N Nikolaidis, ...
International Conference on Multimedia Modeling, 328-340, 2019
32019
Probabilistic Knowledge Transfer for Lightweight Deep Representation Learning
N Passalis, M Tzelepi, A Tefas
IEEE Transactions on Neural Networks and Learning Systems, 2020
12020
Class-specific discriminant regularization in real-time deep CNN models for binary classification problems
M Tzelepi, A Tefas
Neural Processing Letters 51 (2), 1989-2005, 2020
12020
Discriminant Analysis Regularization in Lightweight Deep CNN Models
M Tzelepi, A Tefas
2019 IEEE International Conference on Image Processing (ICIP), 3841-3845, 2019
12019
Improving the Performance of Lightweight CNN models using Minimum Enclosing Ball Regularization
M Tzelepi, A Tefas
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
12019
Fully unsupervised optimization of CNN features towards Content Based Image Retrieval
M Tzelepi, A Tefas
2018 IEEE 13th Image, Video, and Multidimensional Signal Processing Workshop …, 2018
12018
Multilayer Probabilistic Knowledge Transfer for Learning Image Representations
N Passalis, M Tzelepi, A Tefas
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
2020
Quadratic Mutual Information Regularization in Real-Time Deep CNN Models
M Tzelepi, A Tefas
2020 IEEE 30th International Workshop on Machine Learning for Signal …, 2020
2020
Deep Hashing Regularization Towards Hamming Space Retrieval
C Nasioutzikis, M Tzelepi, A Tefas
11th Hellenic Conference on Artificial Intelligence, 74-77, 2020
2020
Fully Unsupervised Convolutional Learning for Fast Image Retrieval
M Tzelepi, A Tefas
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 1-6, 2018
2018
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Articles 1–20