青岛市人工智能海洋技术创新中心
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  • News-Activities
    • _index
      • 第二届数学与海洋信息科学研讨会暨人工智能技术海洋场景化应用山东省工程研究中心揭牌仪式（第二轮通知）
      • 第二届数学与海洋信息科学研讨会暨人工智能技术海洋场景化应用山东省工程研究中心揭牌仪式（第一轮通知）
      • 首届数学与海洋信息科学研讨会暨青岛市人工智能海洋技术创新中心专家委员会会议（第二轮通知）
      • 首届数学与海洋信息科学研讨会暨青岛市人工智能海洋技术创新中心专家委员会会议（第一轮通知）
    • _index
      • 第二届数学与海洋信息科学研讨会暨人工智能海洋技术场景化应用山东省工程研究中心揭牌仪式在山东青岛成功举办
      • 我院获批青岛市人工智能海洋技术创新中心
      • 首届数学与海洋信息科学研讨会暨青岛市人工智能海洋技术创新中心专家委员会会议在山东青岛成功举办
    • 科研动态
    • 学术活动
      • 星空讲堂：耦合海浪的地球系统模式FIO-ESM的发展与应用
      • 星空讲堂：云宏微观参数遥感反演及应用
      • 多视图聚类的新型正交非负张量分解算法
      • 基于Fabry-Perot干涉仪的点源温室气体探测技术
      • 东亚边缘海环流系统分布式演化关键节点研究
      • 彩色图像识别的新模型与快速算法
      • 卫星光学传感器在轨定标新方法的研究与思考
      • Sea level variations along west and east coasts of Canada and northern USA: Long term trend...
      • 受限非线性系统自适应固定时间同步跟踪控制
      • 大洋影响近海环境的过程、机制和预报研究
      • 人工智能在海洋环境要素预测中应用研究
      • The L2 theory for compressible Euler equations and the inviscid limit
      • 海洋-大气环流的经向漂移
      • 一个海洋动力学模型及其在南海的应用
      • 自上而下瞰排放 航天遥感碳中和
      • 人工智能海洋学及其应用
      • 学术报告：西太平洋环流三维结构与季节内变异及相关数学问题
      • 学术报告：Argo剖面浮标携带叶绿素荧光计的测量原理与数据质量控制
      • 数学与交叉科学研究院学术论坛:基于人工智能的海洋遥感数据应用概述
      • 数学与交叉科学研究院学术论坛:深度学习在海洋次表层温盐场反演中的应用
  • People
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      • 学术带头人
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    • 中心人员名单
  • Social-Services
    • _index
      • 北海区海洋科学大数据中心
      • 北海区智能海洋预报制作及管理一体化业务平台
      • 船舶AIS大数据查询分析系统
      • 风暴潮数字孪生可视化
      • 港口资产空间可视化PIM系统
      • 广东省海洋三维可视化应用示范
      • 国家海上搜救环境保障服务平台
      • 海岛礁三维动态可视化系统
      • 海港水文资料分析系统
      • 海上风电气象保障服务平台
      • 海上风电智慧化监测平台
      • 海上突发事件应急处置决策支持系统
      • 海上智慧交通管理
      • 海洋调查数据管理和业务协同平台
      • 海洋调查数据三维可视化平台
      • 海洋生态实验室信息管理系统（LIMS）
      • 海洋生态灾害监测预警平台
      • 海洋生态灾害数据管理系统
      • 海洋生态灾害预警系统
      • 海洋生态灾害自动化预警平台
      • 航线气象保障服务平台
      • 浒苔绿潮前置打捞指挥监管信息平台
      • 基于VR的海陆一体实景三维仿真
      • 近岸海域溢油事故应急保障预报平台
      • 南海海洋预报网
      • 南海区海洋环境数据综合管理平台
      • 南海区海洋三维信息综合平台
      • 青岛市海陆一体数字孪生系统
      • 青岛市浒苔应急综合指挥平台
      • 全球海洋预报三维可视化系统
      • 三角岛虚拟仿真系统
      • 温州海洋预报公众号、台风路径查询小程序
      • 物理海洋大数据查询分析系统
      • 远洋科考船气象保障服务平台
      • 粵港澳大湾区海洋灾害综合防治辅助平台
      • 智慧船舶管理平台
      • 智能网格预报制作平台
      • 中海油海上油气田防台系统
      • 珠港澳大湾区智能搜救预警平台
    • _index
    • _index
      • 国家海上搜救环境保障服务平台
      • 国家海上搜救环境保障服务平台
      • 国家海上搜救环境保障服务平台
  • Projects
  • 海洋开放数据中心
    • 海洋开放数据中心
    • 海洋开放数据中心
      • 大气污染物（CO、O3、SO2、NO2）沉降通量数据集
      • 2014年-2020年大气污染物及气象数据集
      • Deep Sequence Learning for Prediction of Daily NO2 Concentration in Coastal Cities of Northern China
    • 海洋开放数据中心
      • 全球0.5度海洋盐度格点数据产品
    • 海洋开放数据中心
    • _index
      • 青岛市人工智能海洋技术创新中心产学研合作管理办法
      • 青岛市人工智能海洋技术创新中心管理制度
      • 青岛市人工智能海洋技术创新中心科研人才创新激励办法
    • _index_sd
  • 论文发表
    • A quantum chemistry-driven machine learning model for predicting solubility of carbon dioxide in ionic liquids
    • LocRes–PINN: A Physics–Informed Neural Network with Local Awareness and Residual Learning
    • MAFSRM: A Multiangle Feature Separation and Reconstruction Module for Industrial Defect Detection
    • Reconstructing three-dimensional density from surface data in the North Atlantic Sea through the PIO-Net model
    • A coordinate transformation-based physics-informed neural networks for hyperbolic conservation laws
    • 基于深度胶囊网络融合模型的多声音事件检测
    • A Transfer Learning–CNN Framework for Marine Atmospheric Pollutant Inversion Using Multi-Source Data Fusion
    • Attention-Enhanced Deep Learning Model for Reconstruction and Downscaling of Thermocline Depth in the Tropical Indian Ocean
    • Design of Event-Triggered Adaptive Finite-Time Controller for Full-State Constrained Stochastic Nonlinear Systems with Unknown Control Directions
    • Adaptive Event-Triggered Control for Multi-Agent Systems with State Time-Delays and Full State Constraints
    • 不同长径比单桩在粉土中的p-y模型研究
    • Synergistic-aware cascaded association and trajectory refinement for multi-object tracking
    • Physics informed neural network framework for time-varying wind stress drag coefficient identification in the Ekman model
    • Region-Aware Driven Distribution Optimization for Stereo Matching
    • CO textsubscript2 Emission Dispersion of Multiple Point Sources in the Localized Regions Together with Its Intensity Inversion Model
    • Fault Compensation-Based Adaptive Tracking Control for Nonlinear Systems with Actuator Saturation and Multiple Sensor Faults
    • Tensor decomposition-based neural operator with dynamic mode decomposition for parameterized time-dependent problems
    • “Adaptive Tracking Control of Nonlinear Multi-Agent Systems Subject to Multiple Constraints via Multi-Dimensional Taylor Network”
    • ResCapsnet: A Capsule Network with CRAM and BiGRU for Sound Event Detection
    • Multi-Routine-Data Driven Spatio-Temporal Short-Term Predictions for Surface Ozone in China
    • Effect of the Blocking High-East Asian Trough on Three Extreme Cold Events in Eastern Asia
    • ASiT-CRNN: A Method for Sound Event Detection with Fine-Tuning of Self-Supervised Pre-Trained ASiT-based Model
    • New Design to Adaptive Neural Asymptotic Tracking Control for a Class of Uncertain Stochastic Nonlinear Systems With Unknown Input Constraints
    • Adaptive predefined time tracking control for nonlinear multi-agent systems subject to input saturation: an improved command filtering approach
    • Enhanced Impact of Western North Pacific Tropical Cyclones on El Niño Intensity in the Past 40~Years
    • Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data
    • Event-Triggered Adaptive Compensation Control for Stochastic Nonlinear Systems with Multiple Failures: An Improved Switching Threshold Strategy
    • A Dual-attention Embedded CNN Model for Estimating Mixed Layer Depths in the Bay of Bengal
    • Warming Structure of the Kuroshio in the East China Sea since 1970
    • A New Hybrid Deep Sequence Model for Decomposing, Interpreting, and Predicting Sulfur Dioxide Decline in Coastal Cities of Northern China
    • Distinct Impacts of Increased Atlantic and Pacific Ocean Heat Transport on Arctic Ocean Warming and Sea Ice Decline
    • Ensemble-Based Adaptive Observations for Improving Sea Fog Prediction in Coastal Regions around the Bohai Sea: Case Study with Cold-Front Synoptic Pattern
    • Dominant Inflation of the Arctic Ocean’s Beaufort Gyre in a Warming Climate
    • MTN‐Based Adaptive Finite‐Time Tracking Control for Switched Non‐Linear Systems With Time‐Varying State Function Constraints
    • Oil Spill Drift Prediction Enhanced by Correcting Numerically Forecasted Sea Surface Dynamic Fields With Adversarial Temporal Convolutional Networks
    • Event‐Triggered Adaptive Asymptotic Tracking Control for Stochastic Non‐Linear Systems With Unknown Hysteresis: A New Switching Threshold Approach
    • 南太平洋热带-副热带区斜压不稳定的多年代际趋势及其机制分析
    • Multi-Dimensional Taylor Network-Based Adaptive Fixed-Time Tracking Control for a Class of Nonlinear Systems with Input Delay
    • Attention-Enhanced Deep Learning Approach for Marine Heatwave Forecasting
    • 基于数据同化方法的风暴潮数值模型
    • Recent Emergence of Arctic Atlantification Dominated by Climate Warming
    • A New Context-Aware Approach for Automatic Chinese Poetry Generation
    • Adaptive Asymptotic Tracking Control of Constrained Nonlinear MIMO Systems Subject to Unknown Hysteresis Input: A Novel Network-Based Strategy
    • Arctic Amplification of Marine Heatwaves under Global Warming
    • Hollow cylindrical three-dimensional nonlinear photonic crystal for annular beam generation
    • Research on the fabrication of high-quality patterned diamond using femtosecond laser
    • Adaptive Fixed-Time Tracking Control for Nonlinear Systems Subject to Asymmetric Input Saturation
    • Estimating Subsurface Thermohaline Structure in the Tropical Western Pacific Using DO-ResNet Model
    • Adaptive Multi-Dimensional Taylor Network Tracking Control of Time-Varying Delay Nonlinear Systems Subject to Input Saturation
    • Causes of the Extreme Cold Event in December 2023 on Eastern China
    • Hydrographic Control on Subsurface Chlorophyll Maximum in the Northern South China Sea in Autumn
    • A Discrete Wavelet Transform and Singular Value Decomposition-Based Digital Video Watermark Method
    • A Method for Content-Based Image Retrieval with a Two-Stage Feature Matching
    • Adaptive Prescribed Performance Tracking Control for Uncertain Nonlinear Systems with Unknown Backlash-like Hysteresis
    • One2ThreeNet: An Automatic Microscale-Based Modulation Recognition Method for Underwater Acoustic Communication Systems
    • Distributed Adaptive Fault-Tolerant Control with Prescribed Performance for Nonlinear Multiagent Systems
    • Analysis of Extreme Cold Events of December 2022 and January 2024 in the United States
    • Influence of Grid Resolution and Assimilation Window Size on Simulating Storm Surge Levels
    • Estimating Subsurface Thermohaline Structure in the tropical Western Pacific using DO-ResNet model
    • Adaptive Finite‐time Tracking Control of Nonlinear Systems Subject to Input Hysteresis and Multiple Objective Constraints
    • Adaptive Decentralized Tracking Control of a Class of Large-Scale Nonlinear Systems with Unknown Dead-Zone Inputs Using Neural Network
    • 黏弹性板水弹性响应的非线性分析
    • 互联网时代基于超星学习通的大学数学信息化教学改革研究
    • 基于自注意力机制的深度学习的海洋三维温度场预测
    • Predefined-Time Adaptive Consensus Control for Nonlinear Multi-Agent Systems with Input Quantization and Actuator Faults
    • 2021年1月与2024年1月我国东部极端寒潮发生原因及机制探讨
    • MarGEN: A Deep Learning-Based Augmentation Method for Marine Mammal Call Signal Data
    • 基于随机森林模型的太阳辐射中长期变化分析
    • Evolution of 3-D Chlorophyll in the Northwestern Pacific Ocean Using a Gaussian-activation Deep Neural Network Model
    • Event‐triggered Adaptive Tracking Control for Stochastic Nonlinear Systems under Predetermined Finite‐time Performance
    • Dynamic Event-Triggered Adaptive Tracking Control for Stochastic Nonlinear Systems with Deferred Time-Varying Constraints
    • The Development of a Weather-Type Statistical Downscaling Model for Wave Climate Based on Wave Clustering
    • Nonlocal erasing and writing of ferroelectric domains using a femtosecond laser in lithium niobate
    • A Novel Network-Based Controller Design for a Class of Stochastic Nonlinear Systems with Multiple Faults and Full State Constraints
    • 基于深度学习的南海海表面温度的智能化预测研究
    • 多尺度耦合经验正交分解法反演海洋次表层温盐结构
    • Multi-scale spatial and spectral feature fusion for soil carbon content prediction based on hyperspectral images
    • Weakly Labeled Sound Event Detection with a Capsule-Transformer Model
    • Second-harmonic flat-top beam shaping via a three-dimensional nonlinear photonic crystal
    • A Novel Network-Based Adaptive Fault-Tolerant Control of Switched Nonlinear Systems Subject to Multiple Faults under Prescribed Performance
    • Adaptive Prescribed Performance Control for State Constrained Stochastic Nonlinear Systems with Unknown Control Direction: A Novel Network-Based Approach
    • Physics-informed deep operator learning based on reduced-order modelling for retrieving the ocean interior density from the surface
    • Adaptive Tracking Control for a Class of Nonlinear Systems with Intermittent Actuator Faults under Prescribe Output Tracking Performance
    • Contrasts of Bimodal Tropical Instability Waves (TIWs)-Induced Wind Stress Perturbations in the Pacific Ocean among Observations, Ocean Models, and Coupled Climate Models
    • A Sketch-texture Retrieval Framework using Perceptual Similarity
    • Event-Triggered Adaptive Multi-Dimensional Taylor Network Tracking Control for Stochastic Nonlinear Systems
    • Research on vertical structure and origin of eddies in Kuroshio-Oyashio Extension region
    • On the Vertical Structure of Mesoscale Eddies in the Kuroshio-Oyashio Extension
    • Oil Spill Timely Backtracking Oriented by Wind Field Correction With Self-Attention Temporal Convolutional Networks
    • Estimation of the barrier layer thickness in the Indian Ocean based on hybrid neural network model
    • Estimation of the Barrier Layer Thickness in the Indian Ocean Based on Hybrid Neural Network Model
    • The Combined Effects of North Atlantic Oscillation and Western Pacific Teleconnection on Winter Temperature in Eastern Asia during 1980–2021
    • Design of Adaptive Finite-Time Fault-Tolerant Controller for Stochastic Nonlinear Systems With Multiple Faults
    • Steady-State Hydroelastic Waves Generated by a Moving Load in a Uniform Current
    • 主成分分析和连续投影融合的海洋沉积物粒度分类研究
    • 基于北斗短报文的海洋观测实时通信系统的设计与研发
    • 飞行器航迹倾角的自适应多维泰勒网控制
    • “Adaptive Backstepping-Based Sampled-Data Tracking Control with Prescribed Performance for Switched Nonlinear Systems”
    • Introducing the New Regional Community Earth System Model, R-CESM
    • Adaptive Decentralized Prescribed Performance Control for a Class of Large‐scale Stochastic Nonlinear Systems Subject to Input Saturation and Full State Constraints
    • 新时代强军目标的理论内涵与时代价值
    • The Reliable Sampling Interval for Monitoring Interannual Variability of the Kuroshio Transport at 18°N
    • Switching Threshold‐based Event‐triggered Adaptive Asymptotic Tracking Control for Stochastic Nonlinear Systems with Full‐state Constraints
    • Adaptive Multi-Switching-Based Global Tracking Control for Switched Nonlinear Systems With Prescribed Performance
    • Experimental Demonstration of Laser Guiding and Wakefield Acceleration in a Curved Plasma Channel
    • 黑潮影响热带气旋强度的统计分析
    • 东海黑潮暖舌对热带气旋“派比安”(1807)强度的影响
    • Arctic Ocean Simulations in the CMIP6 Ocean Model Intercomparison Project (OMIP)
    • Adaptive Finite-Time Control for Switched Nonlinear Systems Subject to Multiple Objective Constraints via Multi-Dimensional Taylor Network Approach
    • Persistent Mixing Bursts in the Equatorial Pacific Thermocline Induced by Persistent Equatorial Waves
    • Data driven three-dimensional temperature and salinity anomaly reconstruction of the northwest Pacific Ocean
    • An adaptive non-intrusive multi-fidelity reduced basis method for parameterized partial differential equations
    • 基于高斯混合聚类和LightGBM算法的印度洋次表层温度反演研究
    • Profile Autonomous Underwater Vehicle System for Offshore Surveys
    • Future Arctic Climate Change in CMIP6 Strikingly Intensified by NEMO‐Family Climate Models
    • Deep Sequence Learning for Prediction of Daily NO2 Concentration in Coastal Cities of Northern China
    • Estimation of Nitrate Concentration and Its Distribution in the Northwestern Pacific Ocean by a Deep Neural Network Model
    • 基于时间序列疏系数模型的太阳辐射年际变化趋势预测
    • Adaptive Controller Design for Switched Stochastic Nonlinear Systems Subject to Unknown Dead-zone Input via New Type of Network Approach
    • Domain growth driven by a femtosecond laser inlithium niobate crystal
    • A Hybrid Fractional-Derivative and Peridynamic Model for Water Transport in Unsaturated Porous Media
    • An Efficient Video Watermark Method Using Blockchain
    • Robust Mesh Segmentation Using Feature-Aware Region Fusion
    • Numerical Study on Storm Surge Level Including Astronomical Tide Effect Using Data Assimilation Method
    • Improved Capsule Routing for Weakly Labeled Sound Event Detection
    • Spatiotemporal dynamics analysis of aquaculture zones and its impact on green tide disaster in Haizhou Bay, China
    • DOA Estimation of Underwater Acoustic Array Signal Based on Wavelet Transform with Double branch Convolutional Neural Network
    • Manipulation of ferroelectric domain inversion and growth by optically induced 3D thermoelectric field in lithium niobate
    • A Discussion on Nonlocality: From Fractional Derivative Model to Peridynamic Model
    • 基于自注意力路由胶囊网络的多音事件检测
    • Reconstruction of Monthly Surface Nutrient Concentrations in the Yellow and Bohai Seas from 2003–2019 Using Machine Learning
    • Controller Design for Nonlinear Systems Subject to Both Input Saturation and Asymmetry Time‐varying State Constraints: A Novel Network‐based Approach
    • Tracking Control for Large‐scale Switched Nonlinear Systems Subject to Asymmetric Input Saturation and Output Hysteresis: A New Adaptive Network‐based Approach
    • Adaptive Decentralized Tracking Control for a Class of Large-Scale Nonlinear Systems with Dynamic Uncertainties Using Multi-dimensional Taylor Network Approach
    • Adaptive Multi‐dimensional Taylor Network Tracking Control for Nonlinear Systems with Input Saturation and~Full~State Time‐varying Constraints
    • Assessment and Correction of Radiometric Calibration for the Medium Resolution Spectral Imager on FY-3C
    • Adaptive Multi-dimensional Taylor Network Control for Stochastic Nonlinear Systems with Full State Constraints and Dead-zone Input
    • Adaptive Tracking Control for Switched Nonlinear Systems Subject to Input Delay and Saturation Using Multi-Dimensional Taylor Network Approach
    • Modulation Recognition of Underwater Acoustic Signals Using Deep Hybrid Neural Networks
    • Arctic Ocean Amplification in a Warming Climate in CMIP6 Models
    • Estimation of the Mixed Layer Depth in the Indian Ocean from Surface Parameters: A Clustering-Neural Network Method.
    • An adversarial learning approach to forecasted wind field correction with an application to oil spill drift prediction
    • Estimation of the Mixed Layer Depth in the Indian Ocean from Surface Parameters: A Clustering-Neural Network Method
    • 基于深度卷积神经网络的海洋多目标涡旋检测方法
    • Control Design for Stochastic Nonlinear Systems with Full-state Constraints and Input Delay: A New Adaptive Approximation Method
    • Triangular Micro-Grating via Femtosecond Laser Direct Writing toward High-Performance Polarization-Sensitive Perovskite Photodetectors
    • Adaptive Decentralized Control for Large‐scale Nonlinear Systems with Finite‐time Output Constraints by Multi‐ Dimensional Taylor Network
    • Reconstruction of Subsurface Salinity Structure in the South China Sea Using Satellite Observations: A LightGBM-Based Deep Forest Method
    • 1982—2001年与2002—2021年北极秋季海冰的时空变化及原因
    • Tracking Control for Switched Nonlinear Systems Subject to Output Hysteresis via Adaptive Multi-Dimensional Taylor Network Approach
    • 小波变换的潮滩沉积物含水量预测
    • Exploring the Sensitivity of Visibility to PM2.5 Mass Concentration and Relative Humidity for Different Aerosol Types
    • Selective Grazing of Zooplankton on Phytoplankton Defines Rapid Algal Succession and Blooms in Oceans
    • “Novel Adaptive Controller Design for a Class of Switched Nonlinear Systems Subject to Input Delay Using Multi‐dimensional Taylor Network”
    • Adaptive Multi-Dimensional Taylor Network Control for Nonlinear Stochastic Systems with Time-Delay
    • Novel Adaptive Controller Design for a Class of Switched Nonlinear Systems Subject to Input Delay Using Multi‐dimensional Taylor Network
    • Adaptive Decentralized Prescribed Performance Control for a Class of Large-Scale Nonlinear Systems Subject to Nonsymmetric Input Saturations
    • Improved Perceptron of Subsurface Chlorophyll Maxima by a Deep Neural Network: A Case Study with BGC-Argo Float Data in the Northwestern Pacific Ocean
    • 经典相关系数及统计功效对比研究
    • Multi‐dimensional Taylor Network‐based Control for a Class of Nonlinear Stochastic Systems with Full State Time‐varying Constraints and the Finite‐time Output Constraint
    • The Controlling of the Subtropical High Leading Modes on the Spatial Pattern of Tropical Cyclone Genesis in the Western North Pacific and Tracks Landing on the East Coast of China
    • Adaptive Finite-Time Control for Stochastic Nonlinear Systems Using Multi-Dimensional Taylor Network
    • 攻坚克难 迎难而上
    • 数学建模活动促进教学与科研融合的研究与实践
    • Adaptive Tracking Control of a Class of Nonlinear Systems with Input Delay and Dynamic Uncertainties Using Multi-dimensional Taylor Network
    • 青岛市文化创意产业与区域经济协调发展研究
    • An overview of hyperspectral image feature extraction, classification methods and the methods based on small samples
    • Missing data reconstruction in VHR images based on progressive structure prediction and texture generation
    • 外加移动载荷下均匀流对非线性水弹性波的动力特性作用
    • Assimilation Research of Wind Stress Drag Coefficient Based on the Linear Expression
    • A New Context-Aware Approach for Automatic Chinese Poetry Generation
    • Improving the Thermal Structure Predictions in the Yellow Sea by Conducting Targeted Observations in the CNOP-identified Sensitive Areas
    • Identification of the Sensitive Area for Targeted Observation to Improve Vertical Thermal Structure Prediction in Summer in the Yellow Sea
    • Soil Classification Based on Deep Learning Algorithm and Visible Near-Infrared Spectroscopy
    • Contributions of Natural Climate Variability on the Trends of Seasonal Precipitation Extremes over China
    • 实验室光谱仪与高光谱相机之间模型转移的研究
    • Sea Surface Temperature Prediction With Memory Graph Convolutional Networks
    • A Nonlocal Fractional Peridynamic Diffusion Model
    • Oil spill detection with multiscale conditional adversarial networks with small-data training
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    • Two-stage Hydroacoustic Signal Demodulation Based on Attention and Generative Lightweight Folding U-network
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Image Watermarking Algorithm Based on Wavelet Transform

2017年8月4日·
刘庆亮
刘庆亮
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DOI
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最近更新于 2026年2月9日
刘庆亮
Authors
刘庆亮
助理副教授
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