Anastasia Aidini

According to our database, Anastasia Aidini authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Unsupervised Change Detection on Multi-Temporal Satellite Images Using Tensor Decomposition Learning.

Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides

Proceedings of the IGARSS 2024, 2024

2023

Tensor learning for high-dimensional signal acquisition and analysis

Anastasia Aidini

PhD thesis, 2023

Few-Shot Classification Using Tensor Completion.

Anastasia Aidini, Grigorios Tsagkatakis, Nicholas D. Sidiropoulos, Panagiotis Tsakalides

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2021

Tensor Decomposition Learning for Compression of Multidimensional Signals.

Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides

IEEE J. Sel. Top. Signal Process., 2021

2020

Classification of Compressed Remote Sensing Multispectral Images via Convolutional Neural Networks.

Michalis Giannopoulos, Anastasia Aidini, Anastasia Pentari, Konstantina Fotiadou, Panagiotis Tsakalides

J. Imaging, 2020

Quantized Tensor Robust Principal Component Analysis.

Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Tensor Dictionary Learning with Representation Quantization for Remote Sensing Observation Compression.

Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides

Proceedings of the Data Compression Conference, 2020

2019

Survey of Deep-Learning Approaches for Remote Sensing Observation Enhancement.

Grigorios Tsagkatakis, Anastasia Aidini, Konstantina Fotiadou, Michalis Giannopoulos, Anastasia Pentari, Panagiotis Tsakalides

Sensors, 2019

Compression of High-Dimensional Multispectral Image Time Series Using Tensor Decomposition Learning.

Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides

Proceedings of the 27th European Signal Processing Conference, 2019

Hyperspectral Image Compression and Super-Resolution Using Tensor Decomposition Learning.

Anastasia Aidini, Michalis Giannopoulos, Anastasia Pentari, Konstantina Fotiadou, Panagiotis Tsakalides

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

1-Bit Tensor Completion.

Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides

Proceedings of the Image Processing: Algorithms and Systems XVI, Burlingame, CA, USA, 28 January 2018, 2018