陈昭(讲师)
发布时间: 2017-12-26 浏览次数: 10


                         陈昭 


        基本情况:

         女,讲师,计算机软件与理论系

         博士生副导师,硕士生导师,本科生班导师




研究方向:

图像处理、模式识别(深度学习,矩阵/张量分析)


教育背景:

复旦大学学士、博士(直博)


教授课程:

信息安全数学基础(初等数论)、Web技术与XML技术


科研项目(部分):

 (1) 国家自然科学基金青年项目(编号:61702094主持

 (2) 上海市科学技术委员会科研计划项目(青年科技英才扬帆计划,编号:17YF1427400主持

 (3) 中央高校基本科研业务费专项资金项目(编号:17D111206主持

 (4) 上海市气象科学研究所项目(主持

 (5) 国家重点研发计划项目子课题(编号:2017YFB0309805,参与)

 (6) 国家自然科学基金面上项目(编号:61572133,参与)

 (7) 国家自然科学基金面上项目(编号:41571044,参与)

 (8) 国家自然科学基金项目(编号:41371337,参与)


论文与专利(部分):

(1) 已发表或录用的论文*表示本人为通讯作者):

1) Spectrally-Spatially Regularized Low-Rank and Sparse Decomposition: A Novel Method for Change Detection in Multitemporal Hyperspectral Images. Zhao ChenBing Wang. Remote Sensing. 2017, 9(10), 1044: 1-21SCI, EI.

2) Spectral-spatial classification based on affinity scoring for hyperspectral imagery. Zhao ChenBing Wang. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2016, 9 (6): 2305-2320 (SCI, EI).

3) Semisupervised spectral-spatial classification of hyperspectral imagery with affinity scoring. Zhao Chen, Bin Wang. IEEE Geoscience and Remote Sensing Letters. 2015, 12 (8): 1710-1714 (SCI, EI).

4) Fusion of hyperspectral and multispectral images: a novel framework based on generalization of pan-sharpening methods. Zhao Chen, Hanye Pu, Bin Wang, Geng-Ming Jiang. IEEE Geoscience and Remote Sensing Letters. 2014, 11 (8): 1418-1422 (SCI, EI).

5) Spectral-spatial classification for hyperspectral imagery: a novel combination method based on affinity scoring. Zhao Chen, Bing Wang. Science China Information Sciences. 2016, 59 (10): 102313:1-102313:13 (SCI, EI).

6) Dimensionality reduction and classification based on lower rank tensor analysis for hyperspectral imagery. Zhao Chen, Bing Wang, Li-Ming Zhang. Journal of Infrared and Millimeter Waves. 2013, 32 (6): 569-575 (SCI, EI).

7) Constrained least squares algorithms for nonlinear unmixing of hyperspectral imagery. Hanye Pu, Zhao Chen, Bin Wang, Wei Xia. IEEE Transactions on Geoscience and Remote Sensing. 2015, 53 (3): 1287-1303 (SCI, EI).

8) A novel spatial–spectral similarity measure for dimensionality reduction and classification of hyperspectral imagery. Hanye Pu, Zhao Chen, Bin Wang, Gengming Jiang. IEEE Transactions on Geoscience and Remote Sensing. 2014, 52 (11): 7008-7022 (SCI, EI).

9) China land cover classification on fusion based on expert decision and accuracy analysis. Linli Cui, Zhao Chen, Qiu Yin, Shihao Tang, Ronggao Liu. Resources and Environment in the Yangtze Basin. 2014, 23 (11): 1627-1632 (中文核心期刊).

10) Change detection in hyperspectral imagery based on spectrally-spatially regularized low-rank matrix decomposition. Zhao Chen, Bin Yang, Bin Wang, Guohua Liu, Wei Xia. IGARSS 2017 (EI).

11) Semisupervised hyperspectral image classification based on affinity scoring. Zhao Chen, Bin Wang, Yubin Niu, Wei Xia, Jian Qiu Zhang, Bo Hu. IGARSS 2015, 4967-4970 (EI).

12) Change detection for hyperspectral images based on tensor analysis. Zhao Chen, Bin Wang, Yubin Niu, Wei Xia, Jian Qiu Zhang, Bo Hu. IGARSS 2015, 1662-1665 (EI).

 13) An improved spectral-spatial classification framework for hyperspectral remote sensing images. Zhao Chen, Bin Wang. ICALIP 2014, 532-536 (EI).

14Fiber image classification using convolutional neural network. Xinxin Wang, Zhao Chen*, Guohua Liu, Yan Wan. ICSAI 2017 (EI).

15) Nonnegative matrix factorization with constraints on endmember and abundance for hyperspectral unmixing. Tongxiang Zhi, Bin Yang, Zhao Chen*, Bin Wang. IGARSS 2017 (EI).

16) A new approach for tracking human body movements by the Kinect sensor. Adjeisah Michael, Zhao Chen*, Guohua Liu, Yang Li. ICSSC2017 (EI).

17) Deep convolutional networks with superpixel segmentation for hyperspectral image classification. Jiayan Cao, Zhao Chen, Bin Wang. IGARSS 2016, 3310 - 3313 (EI).

18) Graph-based deep convolutional networks for hyperspectral image classification. Jiayan Cao, Zhao Chen, Bin Wang. IGARSS 2016, 3270 – 3273 (EI).

19) Hyperspectral target detection: a new method based on learned dictionary. Yubin Niu, Zhao Chen, Bin Wang, Wei Xia, Jian Qiu Zhang, Bo Hu. IGARSS 2015, 4456-4459 (EI).

20) Urbanization and its impact on environmental quality in Shanghai. Linli Cui, Jun Shi, Zhao Chen. IGARSS 2012, 6705-6708 (EI).

(2) 已申请的国家发明专利(本人为第一发明人)

 1) 基于低秩分解和空谱约束的高光谱图像时变特征提取方法

 2) 基于地物类别隶属度评分的高光谱遥感图像半监督分类方法

 3) 高光谱遥感图像空谱结合分类框架下的基于地物类别隶属度评分的合并方法

 4) 一种基于分块低秩张量分析的高光谱图像降维和分类方法


联系方式:

电话:021-67792809

邮箱:chenzhao@dhu.edu.cn

办公室:1号学院楼104