图像与信号处理
Journal of Image and Signal Processing

《图像与信号处理》系“RCCSE中文OA核心学术期刊”，是一本开放获取、关注图像与信号处理领域最新进展的国际开源中文期刊，主要刊登图像图形科学及其密切相关领域的基础研究和应用研究方面具有创新性的、高水平科研学术论文。本刊支持思想创新、学术创新，倡导科学，繁荣学术，集学术性、思想性为一体，旨在给世界范围内的科学家、学者、科研人员提供一个传播、分享和讨论图像与信号处理领域内不同方向问题与发展的交流平台...

ISSN Print: 2325-6753
ISSN Online: 2325-6745
中国教图刊号：935B0177
编辑邮箱: jisp@hanspub.org 微信号：hansi-huang
Website: https://www.hanspub.org/journal/JISP.html

期刊菜单

基于3D卷积神经网络的区域降雨量预报
3D Convolutional Neural Network for Regional Precipitation Nowcasting
吴昆, 梁伟, 王书强
图像与信号处理 Vol. 7 No. 4 (October 2018)
被下列文章引用：

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[1]	SF-CNN: Signal Filtering Convolutional Neural Network for Precipitation Intensity Estimation
	2022

[2]	MCCS-LSTM: Extracting Full-Image Contextual Information and Multi-Scale Spatiotemporal Feature for Radar Echo Extrapolation
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[3]	An edge-assisted cloud framework using a residual concatenate FCN approach to beam correction in the internet of weather radars
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[4]	机器学习在强对流监测预报中的应用进展
	2021

[5]	对抗型长短期记忆网络的雷达回波外推算法
	2021

[6]	SCENT: A new precipitation nowcasting method based on sparse correspondence and deep neural network
	2021

[7]	Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis
	2021

[8]	DecGAN: Decoupling Generative Adversarial Network detecting abnormal neural circuits for Alzheimer's disease
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[9]	A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction
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[10]	GoogLeNet-like Model for Pedestrian Attribute Detection in Surveillance Environment
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[11]	A FCN Approach to Blockage Correction in Radars
	2021

[12]	Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction
	2021

[13]	Calibration of High-Impact Short-Range Quantitative Precipitation Forecast through Frequency-Matching Techniques
	2021

[14]	Pattern Recognition and Computer Vision: 4th Chinese Conference, PRCV 2021, Beijing, China, October 29–November 1, 2021, Proceedings, Part II
	2021

[1]	SCENT: A new precipitation nowcasting method based on sparse correspondence and deep neural network Neurocomputing, 2021 DOI:10.1016/j.neucom.2021.02.072

[2]	Calibration of High-Impact Short-Range Quantitative Precipitation Forecast through Frequency-Matching Techniques Atmosphere, 2021 DOI:10.3390/atmos12020247

[3]	Pattern Recognition and Computer Vision Lecture Notes in Computer Science, 2021 DOI:10.1007/978-3-030-88010-1_39

[4]	Pattern Recognition and Computer Vision Lecture Notes in Computer Science, 2021 DOI:10.1007/978-3-030-88007-1_22

[5]	Pattern Recognition and Computer Vision Lecture Notes in Computer Science, 2021 DOI:10.1007/978-3-030-88010-1_40

[6]	An edge-assisted cloud framework using a residual concatenate FCN approach to beam correction in the internet of weather radars World Wide Web, 2022 DOI:10.1007/s11280-021-00988-y

[7]	MCCS-LSTM: Extracting Full-Image Contextual Information and Multi-Scale Spatiotemporal Feature for Radar Echo Extrapolation Atmosphere, 2022 DOI:10.3390/atmos13020192

[8]	GoogLeNet-like Model for Pedestrian Attribute Detection in Surveillance Environment 2021 7th International Conference on Computer and Communications (ICCC), 2021 DOI:10.1109/ICCC54389.2021.9674698

[9]	Pattern Recognition and Computer Vision Lecture Notes in Computer Science, 2021 DOI:10.1007/978-3-030-88007-1_22

[10]	SF-CNN: Signal Filtering Convolutional Neural Network for Precipitation Intensity Estimation Sensors, 2022 DOI:10.3390/s22020551

[11]	A FCN Approach to Blockage Correction in Radars 2021 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), 2021 DOI:10.1109/DASC-PICom-CBDCom-CyberSciTech52372.2021.00086

[12]	Pattern Recognition and Computer Vision Lecture Notes in Computer Science, 2021 DOI:10.1007/978-3-030-88010-1_39

[13]	Pattern Recognition and Computer Vision Lecture Notes in Computer Science, 2021 DOI:10.1007/978-3-030-88010-1_40

[14]	An edge-assisted cloud framework using a residual concatenate FCN approach to beam correction in the internet of weather radars World Wide Web, 2022 DOI:10.1007/s11280-021-00988-y

[15]	Homotopy perturbation method for strongly nonlinear oscillators Mathematics and Computers in Simulation, 2023 DOI:10.1016/j.matcom.2022.08.005

[16]	A Multimodal Brain Network Fusing Based on Interleaved Hyperedge Neurons Algorithm for Alzheimer’s Disease Computer Science and Application, 2022 DOI:10.12677/CSA.2022.129224

[17]	Adversarial Graph Autoencoder for Brain Network Analysis in Alzheimer’s Disease Journal of Image and Signal Processing, 2022 DOI:10.12677/JISP.2022.114019

[18]	CTI-GAN: Cross-Text-Image Generative Adversarial Network for Bidirectional Cross-modal Generation 2022 5th International Conference on Computer Science and Software Engineering (CSSE 2022), 2022 DOI:10.1145/3569966.3569990

[19]	Neural Computing for Advanced Applications Communications in Computer and Information Science, 2022 DOI:10.1007/978-981-19-6135-9_1

[20]	An on-line detection method for conveyor belt deviation faults Thermal Science, 2023 DOI:10.2298/TSCI2303099L

[21]	SRT: Shape Reconstruction Transformer for 3D Reconstruction of Point Cloud from 2D MRI 2022 14th International Conference on Machine Learning and Computing (ICMLC), 2022 DOI:10.1145/3529836.3529902

[22]	SCENT: A new precipitation nowcasting method based on sparse correspondence and deep neural network Neurocomputing, 2021 DOI:10.1016/j.neucom.2021.02.072

[23]	Brain MR Images Super-Resolution with the Consistent Features 2022 14th International Conference on Machine Learning and Computing (ICMLC), 2022 DOI:10.1145/3529836.3529939

[24]	Network-wide traffic state reconstruction: An integrated generative adversarial network framework with structural deep network embedding Chaos, Solitons & Fractals, 2023 DOI:10.1016/j.chaos.2023.113830

[25]	CTI-GAN: Cross-Text-Image Generative Adversarial Network for Bidirectional Cross-modal Generation Proceedings of the 5th International Conference on Computer Science and Software Engineering, 2022 DOI:10.1145/3569966.3569990

[26]	Pattern Recognition and Computer Vision Lecture Notes in Computer Science, 2021 DOI:10.1007/978-3-030-88007-1_22

[27]	Network-wide traffic state reconstruction: An integrated generative adversarial network framework with structural deep network embedding Chaos, Solitons & Fractals, 2023 DOI:10.1016/j.chaos.2023.113830

[28]	A Deep Learning Model with Axial Attention for Radar Echo Extrapolation Applied Artificial Intelligence, 2024 DOI:10.1080/08839514.2024.2311003

[29]	A fractal modification of the tropical algebra for noise removal and optimal control Journal of Low Frequency Noise, Vibration and Active Control, 2024 DOI:10.1177/14613484241247450

[30]	Approximate analytical solution of generalized fractal equal-width wave equation Thermal Science, 2024 DOI:10.2298/TSCI2403975Q

[31]	Study on an energy-saving thermal management system in outdoor base stations Thermal Science, 2024 DOI:10.2298/TSCI2403051B

[32]	PHYSICS-INFORMED DEEP AI SIMULATION FOR FRACTAL INTEGRO-DIFFERENTIAL EQUATION Fractals, 2024 DOI:10.1142/S0218348X24500221

[33]	Passenger flow forecasting of Zhengzhou Metro Line one based on an improved whale optimization algorithm Thermal Science, 2024 DOI:10.2298/TSCI2403315H

[34]	Homotopy perturbation method for strongly nonlinear oscillators Mathematics and Computers in Simulation, 2023 DOI:10.1016/j.matcom.2022.08.005

[35]	VARIATIONAL FORMULATIONS FOR A COUPLED FRACTAL–FRACTIONAL KdV SYSTEM Fractals, 2024 DOI:10.1142/S0218348X24500543

[36]	The MS-RadarFormer: A Transformer-Based Multi-Scale Deep Learning Model for Radar Echo Extrapolation Remote Sensing, 2024 DOI:10.3390/rs16020274

[37]	Experimental study on refrigeration system’s performance of the refrigerator truck using R404A refrigerant Thermal Science, 2024 DOI:10.2298/TSCI2403033S

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