yangyang
Associate Professor
I received my bachelor's degree and PH.D. in the School of Information Science and Engineering from Shandong University in 2004 and 2009. I finished my postdoctoral research in Control Science and Engineering of Shandong University in 2011, and finished my postdoctoral research in Department of Biomedical Engineering from Imperial College London in 2013. My research focus on video and signal analysis, deep learning, big data application and e... More+
Scientific Research
Working-Papers
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video and signal analysis, deep learning, big data application, embedded system design
Paper Publications
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赵朋辉. SGAD-GAN: Simultaneous Generation and Anomaly Detection for time-series sensor data with Generative Adversarial Networks. Mechanical Systems and Signal Processing, 2024.
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宦思洁. Camera model identification based on dual-path enhanced ConvNeXt network and patches selected by uniform local binary pattern. Expert Systems with Applications, 2024.
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徐浩轩. Cross-domain car detection model with integrated convolutional blockattention mechanism. IMAGE AND VISION COMPUTING, 2024.
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宦思洁. Camera model identification based on dual-path enhanced ConvNeXt network and patches selected by uniform local binary pattern. Expert Systems with Applications, 241, 2024.
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于嘉超. Nonlinear wireless energy harvesting based uplink transmission in K-tier heterogeneous networks over Nakagami-m fading channels. ALEXANDRIA ENGINEERING JOURNAL, 88, 276-286, 2024.
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倪志祥. A multi-object tracking method with adaptive dual decoder and better motion affinity. IEEE Access, 20221, 2024.
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于嘉超. Nonlinear wireless energy harvesting based uplink transmission in K-tier heterogeneous networks over Nakagami-m fading channels. ALEXANDRIA ENGINEERING JOURNAL, 276, 2024.
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汪阳. A novel deep multifeature extraction framework based on attention mechanism using wearable sensor data for human activity recognition. IEEE Sensors Journal, 23, 7188, 2023.
Patents
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Automatic Data Enhancement Expansion Method, Recognition Method and System for Deep Learning
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Context information uncertainty elimination system and working method based on QoX adaptive management
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基于扩散模型域适应的深海潜水器故障诊断方法及系统
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基于图神经网络的心理状态识别方法及系统
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基于生理特征稳定性检测的心理评估系统、介质及设备
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用于深度学习的数据自动增强扩充方法、识别方法及系统
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一种大规模多层异构网络中基于非线性能量收集的上行传输方法
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一种基于自适应双解码器的多目标跟踪方法及系统
Published Books
Research Projects
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信号快速检测与智能识别算法开发, 2023-12-01-2026-11-30
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智慧司法综合业务融合协同平台构建技术-5, 2022-10-01-2025-09-30
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研究基于社会状态监测大数据的假释、暂予监外执行 人员的矫正智能决策技术, 2018-07-01-2021-06-30
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心理行为预判分析和风险预警技术研究-1, 2020-10-15-2023-06-30
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监所内外一体化主动防控与巡检技术, 2017-07-01-2020-12-31
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基于深度表观特征和流形时空约束的监控视频实时跟踪算法研究, 2020-12-12-2023-12-31
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深海全数据背景下传感信号检测和分析关键技术的研究, 2019-11-18-2024-12-31
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语音识别及控制软件开发, 2021-08-01-2021-12-31
Research Team
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