Towards No-Reference Image Quality Assessment Based on Multi-Scale Convolutional Neural Network

Computer Modeling in Engineering & Sciences ◽

10.32604/cmes.2020.07867 ◽

2020 ◽

Vol 123 (1) ◽

pp. 201-216

Author(s):

Yao Ma ◽

Xibiao Cai ◽

Fuming Sun

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Reference Image ◽

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No-reference Image Quality Assessment Based on Multi-scale Convolutional Neural Network Assisted with Visual Saliency

10.1109/ijcnn52387.2021.9534406 ◽

2021 ◽

Author(s):

Huajie Wang ◽

Mei Lil ◽

Lei Chen

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Visual Saliency ◽

Reference Image ◽

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No-reference Image Quality Assessment Based on Ensemble Convolutional Neural Network

2020 IEEE International Conference on Advances in Electrical Engineering and Computer Applications( AEECA) ◽

10.1109/aeeca49918.2020.9213682 ◽

2020 ◽

Author(s):

Wan Qian ◽

Qingbing Sang

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Reference Image

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Saliency-based deep convolutional neural network for no-reference image quality assessment

Multimedia Tools and Applications ◽

10.1007/s11042-017-5070-6 ◽

2017 ◽

Vol 77 (12) ◽

pp. 14859-14872 ◽

Author(s):

Sen Jia ◽

Yang Zhang

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Deep Convolutional Neural Network ◽

Reference Image

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Convolutional neural network with uncertainty estimates for no-reference image quality assessment

Tenth International Conference on Graphics and Image Processing (ICGIP 2018) ◽

10.1117/12.2524149 ◽

2019 ◽

Author(s):

Yuge Huang ◽

Xiang Tian ◽

Rongxin Jiang ◽

Yaowu chen

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Reference Image ◽

Uncertainty Estimates

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Feature-segmentation strategy based convolutional neural network for no-reference image quality assessment

Multimedia Tools and Applications ◽

10.1007/s11042-019-08298-2 ◽

2020 ◽

Vol 79 (17-18) ◽

pp. 11891-11904 ◽

Author(s):

Lili Shen ◽

Ning Hang ◽

Chunping Hou

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Reference Image ◽

Segmentation Strategy ◽

Feature Segmentation

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No-reference Image Quality Assessment Based on Convolutional Neural Network

2018 IEEE 18th International Conference on Communication Technology (ICCT) ◽

10.1109/icct.2018.8599897 ◽

2018 ◽

Author(s):

Yangming Chen ◽

Xiuhua Jiang

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Reference Image

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A Novel Patch Variance Biased Convolutional Neural Network for No-Reference Image Quality Assessment

IEEE Transactions on Circuits and Systems for Video Technology ◽

10.1109/tcsvt.2019.2891159 ◽

2019 ◽

Vol 29 (4) ◽

pp. 1223-1229 ◽

Author(s):

Lai-Man Po ◽

Mengyang Liu ◽

Wilson Y. F. Yuen ◽

Yuming Li ◽

Xuyuan Xu ◽

...

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Reference Image

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Multitask convolutional neural network for no-reference image quality assessment

Journal of Electronic Imaging ◽

10.1117/1.jei.27.6.063033 ◽

2018 ◽

Vol 27 (06) ◽

pp. 1

Author(s):

Yuge Huang ◽

Xiang Tian ◽

Yaowu Chen ◽

Rongxin Jiang

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Reference Image

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No-Reference Image Quality Assessment Using Independent Component Analysis and Convolutional Neural Network

Journal of Electrical Engineering and Technology ◽

10.1007/s42835-018-00032-6 ◽

2019 ◽

Vol 14 (1) ◽

pp. 487-496 ◽

Author(s):

Chuang Zhang ◽

Jiawei Xu ◽

Xiaoyu Huang ◽

Seop Hyeong Park

Keyword(s):

Neural Network ◽

Image Quality ◽

Independent Component Analysis ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Component Analysis ◽

Independent Component ◽

Reference Image

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No-reference image quality assessment based on dualchannel convolutional neural network

2018 International Symposium in Sensing and Instrumentation in IoT Era (ISSI) ◽

10.1109/issi.2018.8538172 ◽

2018 ◽

Author(s):

Shuyu Huang ◽

Qingbing Sang ◽

Qin Wu ◽

Xiaojun Wu ◽

Chaofeng Li

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Reference Image

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