Maria Tzelepi
Maria Tzelepi
PhD Student, Department of Informatics, Aristotle University of Thessaloniki
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα csd.auth.gr
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Deep convolutional learning for content based image retrieval
M Tzelepi, A Tefas
Neurocomputing 275, 2467-2478, 2018
592018
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
252017
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
132016
Deep convolutional image retrieval: A general framework
M Tzelepi, A Tefas
Signal Processing: Image Communication 63, 30-43, 2018
102018
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
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
72019
Learning deep spatiotemporal features for video captioning
E Daskalakis, M Tzelepi, A Tefas
Pattern Recognition Letters 116, 143-149, 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
42018
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
12020
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
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
Probabilistic Knowledge Transfer for Lightweight Deep Representation Learning
N Passalis, M Tzelepi, A Tefas
IEEE Transactions on Neural Networks and Learning Systems, 2020
2020
Improving the performance of lightweight CNNs for binary classification using Quadratic Mutual Information regularization
M Tzelepi, A Tefas
Pattern Recognition, 107407, 2020
2020
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
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