Amir Aghabiglou

18 papers B 1Misc 1Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
S-R2D2: a spherical extension of the R2D2 deep neural network series paradigm for wide-field radio-interferometric imaging.
CoRR
A. Tajja, Amir Aghabiglou, Emma Tolley, Jean-Paul Kneib, Jean-Philippe Thiran, Yves Wiaux
2025 J jnl
The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance Imaging.
CoRR
Yiwei Chen, Amir Aghabiglou, Shijie Chen, Motahare Torki, Chao Tang, Ruud B. van Heeswijk, Yves Wiaux
2025 J jnl
Towards a robust R2D2 paradigm for radio-interferometric imaging: revisiting DNN training and architecture.
CoRR
Amir Aghabiglou, Chung San Chu, Chao Tang, Arwa Dabbech, Yves Wiaux
2024 J jnl
MR image reconstruction using iterative up and downsampling network.
Expert Syst. Appl.
Amir Aghabiglou, Dursun Ali Ekinci, Ender Mete Eksioglu, Behcet Ugur Töreyin
2024 — conf
R2D2 Image Reconstruction with Model Uncertainty Quantification in Radio Astronomy.
EUSIPCO
Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux
2024 J jnl
R2D2 image reconstruction with model uncertainty quantification in radio astronomy.
CoRR
Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux
2024 — conf
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2.
EUSIPCO
Yiwei Chen, Chao Tang, Amir Aghabiglou, Chung San Chu, Yves Wiaux
2024 J jnl
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2.
CoRR
Yiwei Chen, Chao Tang, Amir Aghabiglou, Chung San Chu, Yves Wiaux
2024 J jnl
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy.
CoRR
Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux
2023 Misc conf
Deep Network Series for Large-Scale High-Dynamic Range Imaging.
ICASSP
Amir Aghabiglou, Matthieu Terris, Adrian Jackson, Yves Wiaux
2023 J jnl
R2D2: Deep neural network series for near real-time high-dynamic range imaging in radio astronomy.
CoRR
Amir Aghabiglou, Chung San Chu, Adrian Jackson, Arwa Dabbech, Yves Wiaux
2022 J jnl
Deep network series for large-scale high-dynamic range imaging.
CoRR
Amir Aghabiglou, Matthieu Terris, Adrian Jackson, Yves Wiaux
2022 J jnl
Deep unfolding architecture for MRI reconstruction enhanced by adaptive noise maps.
Biomed. Signal Process. Control.
Amir Aghabiglou, Ender Mete Eksioglu
2022 — conf
Densely connected wavelet-based autoencoder for MR image reconstruction.
TSP
Amir Aghabiglou, Ender Mete Eksioglu
2021 — conf
MR Image Reconstruction Based on Densely Connected Residual Generative Adversarial Network-DCR-GAN.
ICCCI (CCIS Volume)
Amir Aghabiglou, Ender Mete Eksioglu
2021 J jnl
MR image reconstruction using densely connected residual convolutional networks.
Comput. Biol. Medicine
Amir Aghabiglou, Ender Mete Eksioglu
2021 J jnl
Projection-Based cascaded U-Net model for MR image reconstruction.
Comput. Methods Programs Biomed.
Amir Aghabiglou, Ender Mete Eksioglu
2019 B conf
Privacy-Preserving Text Similarity via Non-Prefix-Free Codes.
SISAP
M. Oguzhan Külekci, Ismail Habib, Amir Aghabiglou