Image Quality Predictor with Highly Efficient Fully Convolutional Neural Network

Image Quality Predictor with Highly Efficient Fully Convolutional Neural Network

A highly efficient deep fully convolutional neural network (DFCN) for image quality assessment (IQA) is designed in this paper. The DFCN consists of two branches, one scoring local patches and the other estimating the weights of local patches to enhance quality prediction. Then, the DFCN outputs qua...

Full description

Saved in:

Bibliographic Details
Main Authors:	Cao Yu-Dong, Liao Xin-Lin, Liu Hai-Yan
Format:	Article
Language:	English
Published:	Wiley 2022-01-01
Series:	Advances in Multimedia
Online Access:	http://dx.doi.org/10.1155/2022/1686298
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

EFFC-Net: lightweight fully convolutional neural networks in remote sensing disaster images
by: Jianye Yuan, et al.
Published: (2025-01-01)

Retrieving Encrypted Images Using Convolution Neural Network and Fully Homomorphic Encryption
by: Emad M. Alsaedi, et al.
Published: (2023-02-01)

Fully automated MRI-based convolutional neural network for noninvasive diagnosis of cirrhosis
by: Tianying Zheng, et al.
Published: (2024-12-01)

Training Fully Convolutional Neural Networks for Lightweight, Non-Critical Instance Segmentation Applications
by: Miguel Veganzones, et al.
Published: (2024-12-01)

Accelerating Brain MR Imaging With Multisequence and Convolutional Neural Networks
by: Zhanhao Mo, et al.
Published: (2024-11-01)

An Improved Convolutional Neural Networks: Quantum Pseudo-Transposed Convolutional Neural Networks
by: Li Hai, et al.
Published: (2025-01-01)

Fully convolutional neural networks for processing observational data from small remote solar telescopes
by: Piotr Jóźwik-Wabik, et al.
Published: (2025-03-01)

Fully convolutional video prediction network for complex scenarios
by: Rui Han, et al.
Published: (2024-07-01)

Fully Quantized Neural Networks for Audio Source Separation
by: Elad Cohen, et al.
Published: (2024-01-01)

VNet: An End-to-End Fully Convolutional Neural Network for Road Extraction From High-Resolution Remote Sensing Data
by: Arnick Abdollahi, et al.
Published: (2020-01-01)

Classification of Vernacular Landscape Elements and Design Applications Based on Deep Learning Fully Convolutional Neural Networks
by: Ya Li, et al.
Published: (2025-01-01)

HoRNS-CNN model: an energy-efficient fully homomorphic residue number system convolutional neural network model for privacy-preserving classification of dyslexia neural-biomarkers
by: Opeyemi Lateef Usman, et al.
Published: (2025-04-01)

EFFICIENCY AND ACCURACY OF CONVOLUTIONAL AND FOURIER TRANSFORM LAYERS IN NEURAL NETWORKS FOR MEDICAL IMAGE CLASSIFICATION
by: Fauzi Nafi'udin, et al.
Published: (2024-10-01)

Simple and Efficient Convolutional Neural Network for Trash Classification
by: Binh-Giang Tran, et al.
Published: (2022-02-01)

Weak Edge Detection Algorithm for Medical Images Based on Full Convolution Neural Network
by: LI Xiao-feng, et al.
Published: (2021-06-01)

Automatic Image Colorization Based on Convolutional Neural Networks
by: L. V. Serebryanaya, et al.
Published: (2020-07-01)

Flood Image Classification using Convolutional Neural Networks
by: Olusogo Julius Adetunji, et al.
Published: (2023-10-01)

Dynamic Snake Convolution Neural Network for Enhanced Image Super-Resolution
by: Weiqiang Xin, et al.
Published: (2025-07-01)

Image Recognition Based on Multiscale Pooling Deep Convolution Neural Networks
by: Haitao Sang, et al.
Published: (2020-01-01)

Detection and classification of breast cancer in mammographic images with fine-tuned convolutional neural networks
by: Huong Hoang Luong, et al.
Published: (2025-04-01)

Breast cancer pathology image recognition based on convolutional neural network.
by: Weijian Fang, et al.
Published: (2025-01-01)

Breast cancer pathology image recognition based on convolutional neural network
by: Weijian Fang, et al.
Published: (2025-01-01)

Advanced Three-Dimensional Visualization System for an Integral Imaging Microscope Using a Fully Convolutional Depth Estimation Network
by: Ki-Chul Kwon, et al.
Published: (2020-01-01)

A Multiscale Convolution SAR Image Target Recognition Method Based on Complex-Valued Neural Networks
by: Guangyu Hou, et al.
Published: (2025-01-01)

Mining behavior pattern of mobile malware with convolutional neural network
by: Xin ZHANG, et al.
Published: (2020-12-01)

An Efficient Method for Diagnosing Brain Tumors Based on MRI Images Using Deep Convolutional Neural Networks
by: Thanh Han-Trong, et al.
Published: (2022-01-01)

An Efficient 3D Convolutional Neural Network for Dose Prediction in Cancer Radiotherapy from CT Images
by: Lam Thanh Hien, et al.
Published: (2025-01-01)

Time-of-Flight Camera Intensity Image Reconstruction Based on an Untrained Convolutional Neural Network
by: Tian-Long Wang, et al.
Published: (2024-08-01)

Image Classification of Indonesian Snacks using Convolutional Neural Network
by: Kunti Eliyen, et al.
Published: (2025-05-01)

Diagnosis of Tuberculosis Using Medical Images by Convolutional Neural Networks
by: Abolfazl Pordeli Shahreki, et al.
Published: (2024-08-01)

Enhancing Binary Convolutional Neural Networks for Hyperspectral Image Classification
by: Xuebin Tang, et al.
Published: (2024-11-01)

Digital-analog quantum convolutional neural networks for image classification
by: Anton Simen, et al.
Published: (2024-12-01)

Corrigendum to “Utilization of convolutional neural networks to analyze microscopic images for high-throughput screening of mesenchymal stem cells”
by: Liu MuYun, et al.
Published: (2025-04-01)

High-Efficiency, Low-Power, Fully Integrated Neural Electrical Stimulation Circuit
by: Yujiao Wang, et al.
Published: (2025-06-01)

Improved Convolutional Neural Networks for Course Teaching Quality Assessment
by: Yun Liu
Published: (2022-01-01)

Classification of Cavendish Banana Quality using Convolutional Neural Network
by: Ajeng Ayu Suryani, et al.
Published: (2024-08-01)

Enhancing Efficiency and Regularization in Convolutional Neural Networks: Strategies for Optimized Dropout
by: Mehdi Ghayoumi
Published: (2025-05-01)

Color image hybrid noise filtering algorithm based on deep convolution neural network
by: Yongfei Yu, et al.
Published: (2024-12-01)

An efficient method for early Alzheimer’s disease detection based on MRI images using deep convolutional neural networks
by: Samia Dardouri
Published: (2025-04-01)

Efficient Fault Localization in Smart Grid Through Analysis of the Wave Matrix Image Using Convolutional Neural Networks
by: Jose Carlos Filho, et al.
Published: (2025-01-01)