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Single-Frame Remote Sensing Image Super-Resolution Reconstruction Algorithm Based on Two-Dimensional Wavelet

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成果类型:
会议论文
作者:
Zhou, Cui*;Zhou, Jinghong
通讯作者:
Zhou, Cui
作者机构:
[Zhou, Cui] Cent South Univ Forestry & Technol, Key Lab Digital Dongting Lake Basin Hunan Prov, Changsha 410004, Hunan, Peoples R China.
[Zhou, Cui] Cent South Univ Forestry & Technol, Coll Sci, Changsha 410004, Hunan, Peoples R China.
[Zhou, Jinghong] ZhongNan Engn Corp Ltd, Changsha 410004, Hunan, Peoples R China.
通讯机构:
[Zhou, Cui] C
Cent South Univ Forestry & Technol, Key Lab Digital Dongting Lake Basin Hunan Prov, Changsha 410004, Hunan, Peoples R China.
Cent South Univ Forestry & Technol, Coll Sci, Changsha 410004, Hunan, Peoples R China.
语种:
英文
关键词:
two-dimensional wavelet transform;zero-padding resampling;bicubic interpolation;single-frame image super-resolution reconstruction
期刊:
2018 IEEE 3RD INTERNATIONAL CONFERENCE ON IMAGE, VISION AND COMPUTING (ICIVC)
年:
2018
页码:
360-363
会议名称:
3rd IEEE International Conference on Image, Vision and Computing (ICIVC)
会议时间:
JUN 27-29, 2018
会议地点:
Chongqing, PEOPLES R CHINA
会议主办单位:
[Zhou, Cui] Cent South Univ Forestry & Technol, Key Lab Digital Dongting Lake Basin Hunan Prov, Changsha 410004, Hunan, Peoples R China.^[Zhou, Cui] Cent South Univ Forestry & Technol, Coll Sci, Changsha 410004, Hunan, Peoples R China.^[Zhou, Jinghong] ZhongNan Engn Corp Ltd, Changsha 410004, Hunan, Peoples R China.
会议赞助商:
IEEE, Chongqing Univ Posts & Telecommunicat
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-5386-4991-6
基金类别:
Key Research and Development Project in Hunan Province of China [2016SK2029]; National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [41604012]; China Postdoctoral Science FoundationChina Postdoctoral Science Foundation [2017M612604]; High - level Talent Research Foundation of Central South Forestry University of Science and Technology [104-0383]
机构署名:
本校为第一且通讯机构
院系归属:
理学院
摘要:
The obtained precisely high frequency information is the key of single-frame image super-resolution reconstruction by using two-dimensional wavelet. Because the bicubic interpolation of high frequency components decomposed by wavelet will introduce noise, it will affect reconstruction effect. An improved algorithm using Fourier transform and zero-padding resampling instead of bicubic interpolation is proposed in this paper. The advantage of frequency domain interpolation is obtained by using Fourier transform and zero-padding resampling. And high frequency components obtained by wavelet decomp...

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