职称:副教授/硕士生导师
个人简介:
王珺,女,博士,硕士生导师。2015毕业于西北工业大学获工学博士学位,同年参加工作,现为西北大学信息科学与技术学院副教授。
主要研究领域:图像分析与理解,机器学习,深度学习,模式识别招生专业:信息与通信工程(学术型)、电子与通信工程(工程硕士)
联系方式:jwang@nwu.edu.cn
科研项目及获奖:
主持或参与国家重点研发计划、中国国家自然科学基金、教育部创新团队、西安市智能感知与文化传承重点实验室、陕西省重点研发计划、陕西省自然科学基础研究计划项目、陕西省教育厅专项科研计划项目等项目,是“文化遗产数字化保护与传播教育部创新团队”和“陕西省文化遗产数字化保护三秦学者”创新团队成员,获得2019陕西省高等学校科学技术一等奖1项。
曾指导学生参加“互联网+”创新创业大赛,研究生电子设计竞赛,大学生创新创业项目等,获一等奖1项,二等奖2项,三等奖2项,以及优秀指导教师。
学术成果:
科研论文
[1].A Relic Sketch Extraction Framework Based on Detail-aware Hierarchical Deep Network, Signal Processing, 2021,183:108008. (中科院二区期刊)
[2].PSMD-Net: A Novel Pan-sharpening Method Based on A Multi-scale Dense Network, IEEE Geoscience and Remote Sensing, 2020,99:1-15.(中科院二区期刊)
[3].RMCNet: Random Multiscale Convolutional Network for Hyperspectral Image Classification, IEEE Geoscience and Remote Sensing Letters, DOI:10.1109/LGRS.2020.3007433(中科院二区期刊)
[4].Shallow-deep convolutional network and spectral discrimination-based detail injection for multispectral imagery pan-sharpening, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020.13:1772-1783.(中科院二区期刊)
[5].Image Denoising via Structure-Constrained Low-Rank Approximation, Neural Computing and Applications, 2019. 32:12575–12590.(中科院二区期刊)
[6].Infrared and Visible Image Fusion Method by Using Hybrid Representation Learning,IEEE Geoscience and Remote Sensing Letters, 2019, 1796-1800.(中科院二区期刊)
[7].Mining painted cultural relic patterns based on principal component images selection and image fusion of hyperspectral images, Journal of Cultural Heritage, 2019, 36:32-39.
[8].A method for the analysis of spectral imaging data from Tang tomb murals, Proc. SPIE Optics for Arts, Architecture, and Archaeology VII , Munich, Germany,2019:110581.
[9].基于光谱成像的彩绘文物新应用与新方法,文物保护与考古科学,2019(5):26-32.
[10].Extracting painted pottery pattern information based on deep learning, IPTA2018, 2019: 8608139.
[11].Pansharpening based on details injection model and online sparse dictionary learning,IEEE Conference on Industrial Electronics and Applications (ICIEA), 2018:1939-1944.
[12].Multi-focus Image Fusion with Online Sparse Dictionary, International Conference on Software Engineering and Service Science, 2017: 406-409.
[13].Remote Sensing Image Fusion Using Sparse Representation with Sub-dictionaries, International Journal of Remote Sensing, 2017, 38(12): 3564-3585.
[14].Remote sensing image fusion based on structured dictionary learning and joint sparse representation, IEEE Conference on Industrial Electronics and Applications, 2017: 1200-1205.
[15].Spectral-spatial hyperspectral image classification based on sparse representation and edge preserving filtering, International Conference on the Frontiers and Advances in Data Science, 2017,165-170.
发明专利:
[1]一种基于Tucker分解的光谱张量降维及分类方法,ZL201611153408.8
[2]一种基于多线性ICA的光谱张量降维的分类方法,ZL201710204014.9
[3]基于联合稀疏与结构字典的遥感图像融合方法,ZL2016106687115
[4]一种基于叶片形状和边缘特征的植物叶片识别方法,ZL201710141951.4
[5]一种基于神经网络的快速行人检测方法,ZL201710051125
[6]一种基于深度学习的提取彩绘陶器图案方法,201811098643.9
[7]基于稀疏非负矩阵欠近似的高光谱彩绘文物线稿提取方法,201810121326.8
[8]基于高光谱图像降维与融合的彩绘文物图案增强方法,201810121680
教学情况:
程序设计导论(双语,Python/C语言)
程序设计基础(C语言)
信息安全技术
社会兼职:
陕西省图象图形学学会理事