Hoang Trieu Vy Le

According to our database, Hoang Trieu Vy Le authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

Embedding Blake-Zisserman Regularization in Unfolded Proximal Neural Networks for Enhanced Edge Detection.

Hoang Trieu Vy Le, Marion Foare, Audrey Repetti, Nelly Pustelnik

IEEE Signal Process. Lett., 2025

2024

Unfolded Proximal Neural Networks for Robust Image Gaussian Denoising.

Hoang Trieu Vy Le, Audrey Repetti, Nelly Pustelnik

IEEE Trans. Image Process., 2024

2023

Variations on the Mumford-Shah functional for interface detection in degraded images : from proximal algorithms to unrolled architectures. (Variations sur la fonctionnelle de Mumford-Shah pour la détection d'interfaces dans des images dégradées : des algorithmes proximaux aux architectures déroulées).

Hoang Trieu Vy Le

PhD thesis, 2023

PNN: From proximal algorithms to robust unfolded image denoising networks and Plug-and-Play methods.

Hoang Trieu Vy Le, Audrey Repetti, Nelly Pustelnik

CoRR, 2023

2022

Proximal Based Strategies for Solving Discrete Mumford-Shah With Ambrosio-Tortorelli Penalization on Edges.

Hoang Trieu Vy Le, Marion Foare, Nelly Pustelnik

IEEE Signal Process. Lett., 2022

The faster proximal algorithm, the better unfolded deep learning architecture ? The study case of image denoising.

Hoang Trieu Vy Le, Nelly Pustelnik, Marion Foare

Proceedings of the 30th European Signal Processing Conference, 2022