Scientific Research

Research Field

• artificial intelligence, machine learning, pattern recognition, deep learning, optimization theory

Research Projects

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• 基于人体结构和行为特征与半监督迁移字典学习的行人重识别, National Natural Science Foundation of China (NSFC) -2023-12-31 , 已结题 , 主持
• 图像AI中台技术开发服务项目, Enterprises and institutions shall entrust scientific and technological projects -2022-04-15 , 已结题 , 主持
• 特殊场景MIMO信道建模及其稀疏估计方法研究, National Natural Science Foundation of China (NSFC) -2021-12-31 , 已结题 , 参加
• 联合多源震后高分遥感影像的建筑物震害特征建模与识别, National Natural Science Foundation of China (NSFC) -2019-12-31 , 已结题 , 参加
• 基于正交性分析的彩色人脸图象特征提取新方法研究, National Natural Science Foundation of China (NSFC) -2014-12-31 , 已结题 , 参加
• 模式特征提取与识别的方法研究, 教育部新世纪优秀人才支持计划项目 -2012-12-31 , 已结题 , 参加

Paper Publications

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• Crowd counting network based on attention feature fusion and multi-column feature enhancement .Journal of Visual Communication and Image Representation .2024 ,105 :104323
• Double multi-scale feature fusion network for crowd counting .Multimedia Tools and Applications .2024 ,83 (34) :81831-81855
• Double reuses based residual network .Neurocomputing .2024 ,593 :127803
• Gated feature aggregate and alignment network for real-time semantic segmentation of street scenes .Multimedia Systems .2024 ,30 (4) :213
• Deep network with double reuses and convolutional shortcuts .IET Computer Vision .2024 ,18 (4) :512-525
• Attention based lightweight asymmetric network for real-time semantic segmentation .Engineering Applications of Artificial Intelligence .2024 ,130 :107736

Patents

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• 基于增强特征空间对齐融合网络的人群计数方法
• 基于注意力特征融合与多列特征增强的人群计数方法
• 基于双路多尺度融合网络的人群计数方法、系统
• 一种基于注意力的轻量化非对称场景语义分割方法及系统
• 基于改进型RetinaNet的遥感图像目标检测方法
• 基于稀疏光流提取的视频运动目标检测方法

Published Books

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