Image quality assessment for determining efficacy and limitations of Super-Resolution Convolutional Neural Network (SRCNN)

Applications of Digital Image Processing XL ◽

10.1117/12.2275157 ◽

2017 ◽

Author(s):

Chris M. Ward ◽

Joshua D. Harguess ◽

Shibin Parameswaran ◽

Brendan Crabb

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Super Resolution

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Anatomical Feature-Based Lung Ultrasound Image Quality Assessment Using Deep Convolutional Neural Network

10.1109/ius52206.2021.9593662 ◽

2021 ◽

Author(s):

Surya M. Ravishankar ◽

Ryosuke Tsumura ◽

John W. Hardin ◽

Beatrice Hoffmann ◽

Ziming Zhang ◽

...

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Lung Ultrasound ◽

Ultrasound Image ◽

Deep Convolutional Neural Network ◽

Anatomical Feature ◽

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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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Recognition oriented facial image quality assessment via deep convolutional neural network

Neurocomputing ◽

10.1016/j.neucom.2019.04.057 ◽

2019 ◽

Vol 358 ◽

pp. 109-118 ◽

Author(s):

Ning Zhuang ◽

Qiang Zhang ◽

Cenhui Pan ◽

Bingbing Ni ◽

Yi Xu ◽

...

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Deep Convolutional Neural Network ◽

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Blind Image Quality Assessment Model Based on Deep Convolutional Neural Network

2018 IEEE 3rd International Conference on Cloud Computing and Internet of Things (CCIOT) ◽

10.1109/cciot45285.2018.9032508 ◽

2018 ◽

Author(s):

Lili Gao ◽

Chen He ◽

Wang Luo ◽

Yang Cui ◽

Qiang Fan ◽

...

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Deep Convolutional Neural Network ◽

Assessment Model ◽

Model Based ◽

Blind Image Quality Assessment ◽

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No-Reference Stereoscopic Image Quality Assessment Using Convolutional Neural Network for Adaptive Feature Extraction

IEEE Access ◽

10.1109/access.2018.2851255 ◽

2018 ◽

Vol 6 ◽

pp. 37595-37603 ◽

Author(s):

Yong Ding ◽

Ruizhe Deng ◽

Xin Xie ◽

Xiaogang Xu ◽

Yang Zhao ◽

...

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Stereoscopic Image ◽

Adaptive Feature Extraction

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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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Distortion recognition for image quality assessment with convolutional neural network

2016 IEEE International Conference on Multimedia and Expo (ICME) ◽

10.1109/icme.2016.7552936 ◽

2016 ◽

Author(s):

Hanli Wang ◽

Lingxuan Zuo ◽

Jie Fu

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment

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Visual Saliency Based Blind Image Quality Assessment via Convolutional Neural Network

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-70136-3_58 ◽

2017 ◽

pp. 550-557 ◽

Author(s):

Jie Li ◽

Yue Zhou

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Visual Saliency ◽

Blind Image Quality Assessment ◽

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Pair-Comparing Based Convolutional Neural Network for Blind Image Quality Assessment

Advances in Neural Networks – ISNN 2019 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-22808-8_45 ◽

2019 ◽

pp. 460-468

Author(s):

Xue Qin ◽

Tao Xiang ◽

Ying Yang ◽

Xiaofeng Liao

Keyword(s):

Neural Network ◽

Image Quality ◽

Convolutional Neural Network ◽

Quality Assessment ◽

Image Quality Assessment ◽

Blind Image Quality Assessment ◽

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