FPGA implementation of a real-time super-resolution system using a convolutional neural network

2016 International Conference on Field-Programmable Technology (FPT) ◽

10.1109/fpt.2016.7929545 ◽

2016 ◽

Author(s):

Taito Manabe ◽

Yuichiro Shibata ◽

Kiyoshi Oguri

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Real Time ◽

Super Resolution ◽

Fpga Implementation ◽

Resolution System

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67‐1: Distinguished Paper: Efficient Multi‐Quality Super Resolution Using a Deep Convolutional Neural Network for an FPGA Implementation

SID Symposium Digest of Technical Papers ◽

10.1002/sdtp.14039 ◽

2020 ◽

Vol 51 (1) ◽

pp. 993-996

Author(s):

Min Beom Kim ◽

Sanglyn Lee ◽

Ilho Kim ◽

Hee Jung Hong ◽

Chang Gone Kim ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Super Resolution ◽

Fpga Implementation ◽

Deep Convolutional Neural Network

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A Real-Time Convolutional Neural Network for Super-Resolution on FPGA With Applications to 4K UHD 60 fps Video Services

IEEE Transactions on Circuits and Systems for Video Technology ◽

10.1109/tcsvt.2018.2864321 ◽

2019 ◽

Vol 29 (8) ◽

pp. 2521-2534 ◽

Author(s):

Yongwoo Kim ◽

Jae-Seok Choi ◽

Munchurl Kim

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Real Time ◽

Super Resolution ◽

4K Uhd ◽

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An Enhanced Video Super Resolution System Using Group-Based Optimized Filter-Set with Shallow Convolutional Neural Network

2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) ◽

10.1109/sitis.2016.59 ◽

2016 ◽

Author(s):

Sangchul Kim ◽

Jongho Nang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Super Resolution ◽

Resolution System

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FPGA implementation of a real-time super-resolution system with a CNN based on a residue number system

2017 International Conference on Field Programmable Technology (ICFPT) ◽

10.1109/fpt.2017.8280165 ◽

2017 ◽

Author(s):

Taito Manabe ◽

Yuichiro Shibata ◽

Kiyoshi Oguri

Keyword(s):

Real Time ◽

Super Resolution ◽

Number System ◽

Residue Number System ◽

Fpga Implementation ◽

Resolution System ◽

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Efficient multiquality super‐resolution using a deep convolutional neural network for an FPGA implementation

Journal of the Society for Information Display ◽

10.1002/jsid.902 ◽

2020 ◽

Vol 28 (5) ◽

pp. 428-439

Author(s):

Min Beom Kim ◽

Sanglyn Lee ◽

Ilho Kim ◽

Hee Jung Hong ◽

Chang Gone Kim ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Super Resolution ◽

Fpga Implementation ◽

Deep Convolutional Neural Network

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Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) ◽

10.1109/cvpr.2016.207 ◽

2016 ◽

Author(s):

Wenzhe Shi ◽

Jose Caballero ◽

Ferenc Huszar ◽

Johannes Totz ◽

Andrew P. Aitken ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Real Time ◽

Super Resolution ◽

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FPGA Implementation of a Real-Time Super-Resolution System Using Flips and an RNS-Based CNN

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e101.a.2280 ◽

2018 ◽

Vol E101.A (12) ◽

pp. 2280-2289 ◽

Author(s):

Taito MANABE ◽

Yuichiro SHIBATA ◽

Kiyoshi OGURI

Keyword(s):

Real Time ◽

Super Resolution ◽

Fpga Implementation ◽

Resolution System

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Efficient convolutional neural network with multi-kernel enhancement features for real-time facial expression recognition

Journal of Real-Time Image Processing ◽

10.1007/s11554-021-01088-w ◽

2021 ◽

Author(s):

Minze Li ◽

Xiaoxia Li ◽

Wei Sun ◽

Xueyuan Wang ◽

Shunli Wang

Keyword(s):

Neural Network ◽

Facial Expression ◽

Convolutional Neural Network ◽

Real Time ◽

Facial Expression Recognition ◽

Expression Recognition

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A Lightweight Deep Convolutional Neural Network Model for Real-Time Age and Gender Prediction

2020 Third International Conference on Advances in Electronics, Computers and Communications (ICAECC) ◽

10.1109/icaecc50550.2020.9339503 ◽

2020 ◽

Author(s):

Md. Nahidul Islam Opu ◽

Tanha Kabir Koly ◽

Annesha Das ◽

Ashim Dey

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Real Time ◽

Network Model ◽

Neural Network Model ◽

Deep Convolutional Neural Network ◽

Age And Gender ◽

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Face Detection in Real Time Live Video Using Yolo Algorithm Based on Vgg16 Convolutional Neural Network

2021 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM) ◽

10.1109/icieam51226.2021.9446291 ◽

2021 ◽

Author(s):

Htet Aung ◽

Alexander V. Bobkov ◽

Nyan Lin Tun

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Real Time ◽

Face Detection ◽

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