URL: https://www.aimsciences.org/ipi/article/2023/17/5

Special issue on Helsinki Deblur Challenge 2021 (HDC20201)

Helsinki Deblur Challenge 2021 (HDC20201) IPI Special Issue preface
Fernando Silva de Moura, Samuli Siltanen and Markus Juvonen

In Focus-hybrid deep learning approaches to the HDC2021 challenge
Clemens Arndt, Alexander Denker, Judith Nickel, Johannes Leuschner, Maximilian Schmidt and Gael Rigaud

Explainable bilevel optimization: An application to the Helsinki deblur challenge
Silvia Bonettini, Giorgia Franchini, Danilo Pezzi and Marco Prato

Improving image deblurring
Mauro Luiz Brandão Junior, Victor Carneiro Lima, Renan Del Buono Brotto, João Rabello Alvim, Thomas Antônio Portugal Pereira, Renato da Rocha Lopes, João Marcos Travassos Romano and Kenji Nose-Filho

Restoring severely out-of-focus blurred text images with Deep Image Prior
Leonardo A. Ferreira, Roberto G. Beraldo, André K. Takahata and Ricardo Suyama

Deblurring photographs of characters using deep neural networks
Thomas Germer, Tobias Uelwer and Stefan Harmeling

Helsinki deblur challenge 2021: Description of photographic data
Markus Juvonen, Samuli Siltanen and Fernando Silva de Moura

Conditional deep learning approach for the Helsinki deblur challenge 2021
Ji Li and Weixi Wang

Let's enhance: A deep learning approach to extreme deblurring of text images
Theophil Trippe, Martin Genzel, Jan Macdonald and Maximilian März