@inproceedings{98124796b01744c185b1511b4cc8ac76,
title = "Multi-scale non-local kernel regression for super resolution",
abstract = "In this paper, we propose an extension of the Non-Local Kernel Regression (NL-KR) method and apply it to super-resolution (SR) tasks. The proposed method extends NL-KR via generalizing the self-similarity from single-scale to multi-scale, and propose an effective SR algorithm using the proposed multi-scale NL-KR model. Experimental results on both synthetic and real images demonstrate the effectiveness of the proposed method.",
keywords = "image restoration, local structural regularity, multi-scale self-similarity, Non-Local Kernel Regression, super resolution",
author = "Haichao Zhang and Jianchao Yang and Yanning Zhang and Huang, \{Thomas S.\}",
year = "2011",
doi = "10.1109/ICIP.2011.6115688",
language = "英语",
isbn = "9781457713033",
series = "Proceedings - International Conference on Image Processing, ICIP",
pages = "1353--1356",
booktitle = "ICIP 2011",
note = "2011 18th IEEE International Conference on Image Processing, ICIP 2011 ; Conference date: 11-09-2011 Through 14-09-2011",
}