Amir Aghabiglou

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Densely Connected

Image Reconstruction

Magnetic Resonance

Top Venues

Biomed. Signal Process. Control.

Comput. Biol. Medicine

Publications

Amir Aghabiglou, Dursun Ali Ekinci, Ender Mete Eksioglu, Behcet Ugur Töreyin
MR image reconstruction using iterative up and downsampling network. Expert Syst. Appl. 237 (Part C) (2024)
Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy. CoRR (2024)
Amir Aghabiglou, Chung San Chu, Arwa Dabbech, Yves Wiaux
R2D2 image reconstruction with model uncertainty quantification in radio astronomy. CoRR (2024)
Yiwei Chen, Chao Tang, Amir Aghabiglou, Chung San Chu, Yves Wiaux
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2. CoRR (2024)
Amir Aghabiglou, Chung San Chu, Adrian Jackson, Arwa Dabbech, Yves Wiaux
R2D2: Deep neural network series for near real-time high-dynamic range imaging in radio astronomy. CoRR (2023)
Amir Aghabiglou, Matthieu Terris, Adrian Jackson, Yves Wiaux
Deep Network Series for Large-Scale High-Dynamic Range Imaging. ICASSP (2023)
Amir Aghabiglou, Ender Mete Eksioglu
Deep unfolding architecture for MRI reconstruction enhanced by adaptive noise maps. Biomed. Signal Process. Control. 78 (2022)
Amir Aghabiglou, Matthieu Terris, Adrian Jackson, Yves Wiaux
Deep network series for large-scale high-dynamic range imaging. CoRR (2022)
Amir Aghabiglou, Ender Mete Eksioglu
Densely connected wavelet-based autoencoder for MR image reconstruction. TSP (2022)
Amir Aghabiglou, Ender Mete Eksioglu
MR image reconstruction using densely connected residual convolutional networks. Comput. Biol. Medicine 139 (2021)
Amir Aghabiglou, Ender Mete Eksioglu
Projection-Based cascaded U-Net model for MR image reconstruction. Comput. Methods Programs Biomed. 207 (2021)
Amir Aghabiglou, Ender Mete Eksioglu
MR Image Reconstruction Based on Densely Connected Residual Generative Adversarial Network-DCR-GAN. ICCCI (CCIS Volume) (2021)