@inproceedings{31c5acef43eb419097237b0d57b93c79,
title = "A hybrid Markov random field model for bilevel cutset reconstruction",
abstract = "We propose a hybrid Markov random field (MRF) model and a two stage cutset-MRF approach for reconstructing bilevel images from cutsets. We show that the proposed approach leads to substantial improvements over previous cutset-MRF approaches in terms of both reconstruction error and visual quality (continuity of reconstructed segments and preservation of image structure). The proposed approach approaches the performance of pattern-based approaches without the additional memory requirements and training overhead. We also show that it outperforms inpainting approaches adapted to bilevel cutset reconstruction.",
keywords = "Inpainting, MRF, Unsupervised",
author = "Shengxin Zha and Pappas, {Thrasyvoulos N.}",
year = "2016",
month = aug,
day = "3",
doi = "10.1109/ICIP.2016.7533015",
language = "English (US)",
series = "Proceedings - International Conference on Image Processing, ICIP",
publisher = "IEEE Computer Society",
pages = "3523--3527",
booktitle = "2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings",
address = "United States",
note = "23rd IEEE International Conference on Image Processing, ICIP 2016 ; Conference date: 25-09-2016 Through 28-09-2016",
}