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
482018
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
232017
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
122016
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
92016
Deep convolutional image retrieval: A general framework
M Tzelepi, A Tefas
Signal Processing: Image Communication 63, 30-43, 2018
82018
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
52019
Learning deep spatiotemporal features for video captioning
E Daskalakis, M Tzelepi, A Tefas
Pattern Recognition Letters 116, 143-149, 2018
42018
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
42018
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
12019
Class-specific discriminant regularization in real-time deep CNN models for binary classification problems
M Tzelepi, A Tefas
Neural Processing Letters, 1-17, 2019
2019
Discriminant Analysis Regularization in Lightweight Deep CNN Models
M Tzelepi, A Tefas
2019 IEEE International Conference on Image Processing (ICIP), 3841-3845, 2019
2019
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
2019
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
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
2018
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Articles 1–14