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刘军民 封面图

刘军民 (Junmin Liu)

Xi'an Jiaotong University

29H指数
173论文数
3.0K被引数
收录论文 64
发表时间
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Seg2Vector: Remote Sensing Road Graph Extraction via Segmentation-to-Vector TransformationSeg2Vector：基于分割到矢量转换的遥感道路图提取
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-08-20
err0
PREAI
errShengqi Wang; Dongyang Zhang; Junmin Liu; Xiangyong Cao; Chengli Tan
err分享
err收藏
ThermalIoU: Physical Theory Empowered IoU Loss for Small Object Detection in Aerial Imagery热力IoU：物理理论赋能的IoU损失函数，用于航空影像中小目标检测
errIEEE Signal Processing Letters
IF3.9
err2026-06-02
err0
PREAI
errZhiyuan Li; Liyu Qi; Boying Zhang; Lanyu Li; Beile Niu; Junmin Liu
err分享
err收藏
Warm-Start or Cold-Start? A Comparison of Generalizability in Gradient-based Hyperparameter Tuning
errNeural Networks
IF6.3
err2026-01-29
err0
PREAI
errYubo Zhou; Jun Shu; Chengli Tan; Haishan Ye; Quanziang Wang; Junmin Liu; Deyu Meng; Ivor Tsang; Guang Dai
err分享
err收藏
TMGformer: Text-Modulated Multiscale Guidance Transformer for PansharpeningTMGformer: 用于pansharping的文本调制多尺度制导变压器
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-01-01
err0
PREAI
errXiangyu Zhao; Chunxia Zhang; Qian Liu; Kai Sun; Junmin Liu
err分享
err收藏
Scale-invariant information bottleneck for domain generalization尺度不变信息瓶颈方法用于领域泛化
errExpert Systems with Applications
IF7.5
err2025-09-07
err0
PREAI
errMengyao Li; Jiangshe Zhang; Chunxia Zhang; Junmin Liu; Lizhen Ji
err分享
err收藏
Spatial-frequency domain aggregation upsampling for pan-sharpening空间频率域聚合上采样用于全色锐化
errNeural Networks
IF6.3
err2025-08-20
err0
PREAI
errYilong Liu; Kai Sun; Yuan Liu; Junying Hu; Junmin Liu; Jiangshe Zhang
err分享
err收藏
Adaptive Residual Splitting in PINNs for Solving complex PDEsPINNs中用于求解复杂偏微分方程的自适应残差分裂
errJournal of Computational Physics
IF3.8
err2025-08-14
err0
PREAI
errFujun Cao; Kunkun Fan; Haoran Zhang; Dongfang Yuan; Junmin Liu
err分享
err收藏
Semantic-consistency multi-view deep subspace clustering network with frequency branches语义一致性多视图深度子空间聚类网络（带频率分支）
errImage and Vision Computing
IF4.2
err2025-08-06
err0
PREAI
errMengran Hou; Junmin Liu; Zengjie Song; Yongjun Wang
err分享
err收藏
Learned low-rank representation and its theoretical convergence analysis学习得到的低秩表示及其理论收敛性分析
errNeural Networks
IF6.3
err2025-07-03
err0
PREAI
errWeilin Shen; Junmin Liu; Xiangyu Chang
err分享
err收藏
DPCA: Dynamic multi-prototype cross-attention for change detection unsupervised domain adaptation of remote sensing imagesDPCA: 遥感图像变化检测无监督域自适应的动态多原型交叉注意力
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2025-04-01
err1
PREAI
errFan, Rongbo; Xie, Jialin; Liu, Junmin; Zhang, Yan; Hou, Hong; Yang, Jianhua
err分享
err收藏
CACNN: Capsule Attention Convolutional Neural Networks for 3D Object Recognition
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err4
PREAI
errSun, Kai; Zhang, Jiangshe; Xu, Shuang; Zhao, Zixiang; Zhang, Chunxia; Liu, Junmin; Hu, Junying
err分享
err收藏
NAPG: Neighborhood-Assisted Multiprototype Group Model for Cross-Domain Semantic Segmentation of Remote Sensing ImagesNAPG: 邻域辅助多原型组模型，用于遥感图像跨域语义分割
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2025-01-01
err0
PREAI
errRongbo Fan; Jialin Xie; Junmin Liu; Jun Zhang; Yan Zhang; Hong Hou; Jianhua Yang
err分享
err收藏
An Attention-Based Feature Processing Method for Cross-Domain Hyperspectral Image Classification
errieee signal processing magazine
IF3.9
err2025-01-01
err0
PREAI
errWang, Yazhen; Liu, Guojun; Yang, Lixia; Liu, Junmin; Wei, Lili
err分享
err收藏
SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-Supervised Change Detector
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errLi, Kaiyu; Cao, Xiangyong; Deng, Yupeng; Song, Jiayi; Liu, Junmin; Meng, Deyu; Wang, Zhi
err分享
err收藏
DGAT: Dynamic Gaussian Attenuate Transformer for Remote Sensing Image Change CaptioningDGAT: 动态高斯衰减Transformer，用于遥感图像变化描述生成
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2025-01-01
err0
PREAI
errPengfei Qin; Junmin Liu; Lanyu Li; Chao Tian; Xiangyong Cao
err分享
err收藏
Frequency-Enhanced Subspace Clustering Network With Information Bottleneck频域增强型子空间聚类网络与信息瓶颈
errIEEE Transactions on Multimedia
IF9.7
err2025-01-01
err0
PREAI
errMengran Hou; Mengyao Li; Chengli Tan; Junmin Liu; Jinhai Li; Huirong Li
err分享
err收藏
FSGformer: Frequency Separation and Guidance Transformer for PansharpeningFSGformer: 用于锐化的频率分离和引导变压器
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errLiu, Qian; Zhao, Xiangyu; Qin, You; Li, Lanyu; Liu, Junmin
err分享
err收藏
Multistep asymptotic pre-training strategy based on PINNs for solving steep boundary singular perturbation problems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-11-01
err1
PREAI
errCao, Fujun; Gao, Fei; Yuan, Dongfang; Liu, Junmin
err分享
err收藏
Understanding Short-Range Memory Effects in Deep Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-08-01
err0
errOAAI
errTan, Chengli; Zhang, Jiangshe; Liu, Junmin; Liu, Junmin
err分享
err收藏
Low-dimensional intrinsic dimension reveals a phase transition in gradient-based learning of deep neural networks
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2024-07-04
err0
PREAI
errTan, Chengli; Zhang, Jiangshe; Liu, Junmin; Zhao, Zixiang
err分享
err收藏

研究方向

机器学习图像处理数据分析图像分类图像融合目标检测遥感图像解译个人及工作简历申请国家发明专利6项项目名称：遥感图像全色锐化问题的深度生成式建模与迁移学习研究项目名称：基于数据自表示的高光谱遥感图像解混技术研究项目名称：XXX对飞行质量的相关性分析横向科技部重点研发计划项目子课题不对称前后向连接深度结构模型和深度学习算法研究学术及科研成果、专利、论文.jiaoshi{width:100%height:automargin-bottom:21px} .jiaoshi a{color:#0C58A4height:30pxline-height:30pxwidth:98%margin:0 autocolor:333font-size:14pxtext-align:lefttext-indent:21pxfont-family:"微软雅黑"!importantfont-weight:bold!important} .jstext{table-layout:fixedword-break: break-alloverflow:hiddenwidth:100%height:250px
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