Maria Tzelepi
Maria Tzelepi
PhD Student, Department of Informatics, Aristotle University of Thessaloniki
Verified email at csd.auth.gr
TitleCited byYear
Deep convolutional learning for content based image retrieval
M Tzelepi, A Tefas
Neurocomputing 275, 2467-2478, 2018
332018
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
192017
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, 27, 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
72016
Deep convolutional image retrieval: A general framework
M Tzelepi, A Tefas
Signal Processing: Image Communication 63, 30-43, 2018
62018
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
32018
Learning deep spatiotemporal features for video captioning
E Daskalakis, M Tzelepi, A Tefas
Pattern Recognition Letters 116, 143-149, 2018
22018
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
12019
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
Discriminant Analysis Regularization in Lightweight Deep CNN Models
M Tzelepi, A Tefas
2019 IEEE International Conference on Image Processing (ICIP), 3841-3845, 2019
2019
Fully Unsupervised Convolutional Learning for Fast Image Retrieval
M Tzelepi, A Tefas
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 1, 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 1–12