Ishak Ayad

According to our database, Ishak Ayad authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

Advancing CT Image Reconstruction Through Deep Learning Approaches and Optimization Techniques. (Amélioration de la Reconstruction des Images de Tomodensitométrie grâce à des Approches d'Apprentissage Profond et à des Techniques d'Optimisation).

Ishak Ayad

PhD thesis, 2024

UnWave-Net: Unrolled Wavelet Network for Compton Tomography Image Reconstruction.

Ishak Ayad, Cécilia Tarpau, Javier Cebeiro, Maï K. Nguyen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction.

Ishak Ayad, Nicolas Larue, Maï K. Nguyen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

A deep-learning based algorithm for image reconstruction in Compton tomography.

Ishak Ayad, Cécilia Tarpau, Javier Cebeiro, Maï K. Nguyen

Proceedings of the Twelfth International Conference on Image Processing Theory, 2023

2022

Tomographic reconstruction from sparse-view and limited-angle data using a generative adversarial network.

Ishak Ayad, Cécilia Tarpau, Javier Cebeiro, Maï K. Nguyen

Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022