Single image super-resolution via low-rank tensor representation and hierarchical dictionary learning

Multimedia Tools and Applications ◽

10.1007/s11042-019-08259-9 ◽

2020 ◽

Vol 79 (17-18) ◽

pp. 11767-11785 ◽

Author(s):

Peiguang Jing ◽

Weili Guan ◽

Xu Bai ◽

Hongbin Guo ◽

Yuting Su

Keyword(s):

Dictionary Learning ◽

Super Resolution ◽

Low Rank ◽

Single Image ◽

Tensor Representation ◽

Rank Tensor ◽

Image Super Resolution ◽

Single Image Super Resolution

Download Full-text

LR2-SR: Laplacian Regularized Low-Rank Sparse Representation for Single Image Super-Resolution

2018 IEEE Fourth International Conference on Multimedia Big Data (BigMM) ◽

10.1109/bigmm.2018.8499082 ◽

2018 ◽

Author(s):

Wenming Yang ◽

Xuesen Shang ◽

Kaiquan Chen ◽

Shuifa Sun

Keyword(s):

Sparse Representation ◽

Super Resolution ◽

Low Rank ◽

Single Image ◽

Image Super Resolution ◽

Single Image Super Resolution

Download Full-text

Single Image Super-Resolution Based on Incoherent Dictionary Learning

2018 IEEE 9th International Conference on Software Engineering and Service Science (ICSESS) ◽

10.1109/icsess.2018.8663737 ◽

2018 ◽

Author(s):

Junhua Wang ◽

Xiaofang Liao ◽

Jianjun Li ◽

Junshan Li

Keyword(s):

Dictionary Learning ◽

Super Resolution ◽

Single Image ◽

Image Super Resolution ◽

Single Image Super Resolution

Download Full-text

Data-adaptive low-rank modeling and external gradient prior for single image super-resolution

Signal Processing ◽

10.1016/j.sigpro.2019.03.011 ◽

2019 ◽

Vol 161 ◽

pp. 36-49 ◽

Author(s):

Kan Chang ◽

Xueyu Zhang ◽

Pak Lun Kevin Ding ◽

Baoxin Li

Keyword(s):

Super Resolution ◽

Low Rank ◽

Single Image ◽

Image Super Resolution ◽

Data Adaptive ◽

Single Image Super Resolution

Download Full-text

Single image super-resolution via projective dictionary learning with anchored neighborhood regression

2016 Visual Communications and Image Processing (VCIP) ◽

10.1109/vcip.2016.7805468 ◽

2016 ◽

Author(s):

Yihui Feng ◽

Yongbing Zhang ◽

Yulun Zhang ◽

Tao Shen ◽

Qionghai Dai

Keyword(s):

Dictionary Learning ◽

Super Resolution ◽

Single Image ◽

Image Super Resolution ◽

Single Image Super Resolution ◽

Anchored Neighborhood Regression

Download Full-text

Single image super-resolution via blind blurring estimation and dictionary learning

Neurocomputing ◽

10.1016/j.neucom.2016.02.079 ◽

2016 ◽

Vol 212 ◽

pp. 3-11 ◽

Author(s):

Xiaole Zhao ◽

Yadong Wu ◽

Jinsha Tian ◽

Hongying Zhang

Keyword(s):

Dictionary Learning ◽

Super Resolution ◽

Single Image ◽

Image Super Resolution ◽

Single Image Super Resolution

Download Full-text

A fast method for single image super resolution using dictionary learning

2015 Signal Processing and Intelligent Systems Conference (SPIS) ◽

10.1109/spis.2015.7422335 ◽

2015 ◽

Author(s):

Azade Mokari ◽

Alireza Ahmadifard

Keyword(s):

Dictionary Learning ◽

Super Resolution ◽

Fast Method ◽

Single Image ◽

Image Super Resolution ◽

Single Image Super Resolution

Download Full-text

Multi-layer strategy and reconstruction model with low rank and local rank regularizations for single image super-resolution

Signal Processing Image Communication ◽

10.1016/j.image.2017.05.014 ◽

2017 ◽

Vol 57 ◽

pp. 197-210 ◽

Author(s):

Weiguo Gong ◽

Qiane Yi ◽

Yongliang Tang ◽

Weihong Li

Keyword(s):

Super Resolution ◽

Low Rank ◽

Single Image ◽

Image Super Resolution ◽

Single Image Super Resolution ◽

Reconstruction Model ◽

Download Full-text

Single image super-resolution with non-local balanced low-rank matrix restoration

2016 23rd International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr.2016.7899809 ◽

2016 ◽

Author(s):

Xinge You ◽

Weiyong Xue ◽

Jiajia Lei ◽

Peng Zhang ◽

Yiu-ming Cheung ◽

...

Keyword(s):

Super Resolution ◽

Low Rank ◽

Single Image ◽

Rank Matrix ◽

Non Local ◽

Image Super Resolution ◽

Single Image Super Resolution ◽

Low Rank Matrix

Download Full-text

Single image super-resolution using coupled dictionary learning and cross domain mapping

Multimedia Tools and Applications ◽

10.1007/s11042-017-5084-0 ◽

2017 ◽

Vol 77 (12) ◽

pp. 14979-15002

Author(s):

Hemant S. Goklani ◽

Shravya S. ◽

Jignesh N. Sarvaiya

Keyword(s):

Dictionary Learning ◽

Super Resolution ◽

Single Image ◽

Cross Domain ◽

Coupled Dictionary Learning ◽

Domain Mapping ◽

Image Super Resolution ◽

Single Image Super Resolution

Download Full-text

Coupled fisher discrimination dictionary learning for single image super-resolution

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2015.7178159 ◽

2015 ◽

Author(s):

Songhang Ye ◽

Cheng Deng ◽

Jie Xu ◽

Xinbo Gao

Keyword(s):

Dictionary Learning ◽

Super Resolution ◽

Single Image ◽

Image Super Resolution ◽

Single Image Super Resolution

Download Full-text