Anastasia Aidini

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

Dictionary Learning

Robust Principal Component Analysis

Top Venues

Image Processing: Algorithms and Systems

IEEE J. Sel. Top. Signal Process.

Publications

Anastasia Aidini, Grigorios Tsagkatakis, Nicholas D. Sidiropoulos, Panagiotis Tsakalides
Few-Shot Classification Using Tensor Completion. ACSSC (2023)
Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides
Tensor Decomposition Learning for Compression of Multidimensional Signals. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides
Quantized Tensor Robust Principal Component Analysis. ICASSP (2020)
Michalis Giannopoulos, Anastasia Aidini, Anastasia Pentari, Konstantina Fotiadou, Panagiotis Tsakalides
Classification of Compressed Remote Sensing Multispectral Images via Convolutional Neural Networks. J. Imaging 6 (4) (2020)
Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides
Tensor Dictionary Learning with Representation Quantization for Remote Sensing Observation Compression. DCC (2020)
Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides
Compression of High-Dimensional Multispectral Image Time Series Using Tensor Decomposition Learning. EUSIPCO (2019)
Anastasia Aidini, Michalis Giannopoulos, Anastasia Pentari, Konstantina Fotiadou, Panagiotis Tsakalides
Hyperspectral Image Compression and Super-Resolution Using Tensor Decomposition Learning. ACSSC (2019)
Grigorios Tsagkatakis, Anastasia Aidini, Konstantina Fotiadou, Michalis Giannopoulos, Anastasia Pentari, Panagiotis Tsakalides
Survey of Deep-Learning Approaches for Remote Sensing Observation Enhancement. Sensors 19 (18) (2019)
Anastasia Aidini, Grigorios Tsagkatakis, Panagiotis Tsakalides
1-Bit Tensor Completion. Image Processing: Algorithms and Systems (2018)