SUB-DIP: Optimization on a subspace with deep image prior regularization and application to superresolution

Alexander Sagel (1) , Aline Roumy (2) , Christine Guillemot (2)

1 Fortiss [Munich]
2 Sirocco - Analysis representation, compression and communication of visual data

Mots clés: Image restoration; Inverse problems; Index Terms-Image reconstruction; Neural networks

Domaines: Traitement du signal et de l'image [eess.SP]

Alexander Sagel, Aline Roumy, Christine Guillemot. SUB-DIP: Optimization on a subspace with deep image prior regularization and application to superresolution. ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelone, Spain. pp.1-5. ⟨hal-02483083⟩