目录
硕士报考志愿采集    更新日期:2024年4月8日
姓 名 钟圣唯 性 别
出生年月 1991年8月 籍贯 黑龙江省哈尔滨市
民 族 汉族 政治面貌 群众
最后学历 博士研究生毕业 最后学位 工学博士
技术职称 副教授 导师类别 硕士生导师
导师类型 校内 兼职导师
行政职务 Email zhongsw_91@foxmail.com
工作单位 南京理工大学计算机学院 邮政编码 210094
通讯地址 南京市孝陵卫街200号计算机学院4035
单位电话
个人主页
指导学科
学科专业(主) 0812|计算机科学与技术 招生类别 硕士 所在学院 计算机科学与工程学院
研究方向

遥感图像处理:高光谱,高分辨率图像等;分类,目标识别,异常检测,波段选择等;

多源遥感图像融合:图像锐化,决策级融合等

机器学习与计算机视觉,统计机器学习

工作经历

2022.08 至今      ,南京理工大学计算机科学与工程学院,副教授

2020.07-2022.07,南京理工大学计算机科学与工程学院,讲师,博士后

教育经历

2015.09-2020.06,哈尔滨工业大学电子与信息工程学院,工学博士

2017.10-2019.06,美国马里兰大学巴尔的摩郡分校,国家公派联合培养

2013.09-2015.06,哈尔滨工业大学电子与信息工程学院,工学硕士

2009.09-2013.06,哈尔滨工业大学英才学院,工学学士

社会、学会及学术兼职
IEEE GRSS Nanjing Chapter member
Guest Editor for Remote Sensing
 
国际学术期刊/会议审稿人:
IEEE Transactions on Image Processing
IEEE Transactions on Geoscience and Remote Sensing
IEEE Geoscience and Remote Sensing Letters
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Neurocomputing
International Journal of Sensors
Wireless Communications and Control
Microprocessors and Microsystems
International Journal of Bifurcation and Chaos
IEEE International Conference on Data Mining
Asian Conference on Machine Learning
The Journal of Supercomputing
科研项目

2023,南京理工大学自主科研项目,项目负责人,在研

2022,国家自然科学基金青年基金项目,项目负责人,在研

2021,江苏省自然科学基金青年基金项目,项目负责人,在研

2020,中国博士后科学基金面上项目,项目负责人,结题

2017,北京二十一世纪空间技术股份有限公司开放基金项目,项目负责人,结题

发表论文
Niu L1, Zhong S1, Yang Z, et al. Mask refinement network for tooth segmentation on panoramic radiographs[J]. Dentomaxillofacial Radiology, 2024, 53(2): 127-136.
 
Zhang C, Zhong S*, Wan S*, et al. Easy-to-Hard Domain Adaptation with Human Interaction for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024. (Early Access)
 
Chang C I, Chen S, Zhong S, et al. Exploration of data scene characterization and 3D ROC evaluation for hyperspectral anomaly detection[J]. Remote Sensing, 2023, 16(1): 135.
 
S. Zhong, T. Zhou, S. Wan, J. Yang and C. Gong, “Dynamic Spectral-Spatial Poisson Learning for Hyperspectral Image Classification with Extremely Scarce Labels,” in IEEE Transactions on Geoscience and Remote Sensing. 2022
 
Wan S, Pan S, Zhong S, et al. Multi-level graph learning network for hyperspectral image classification[J]. Pattern Recognition, 2022, 129: 108705.
 
Zhang C, Zhong S*, Gong C. Feature Integration-Based Training for Cross-Domain Hyperspectral Image Classification[C]//IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE, 2022: 3572-3575.
 
S. Zhong, S. Chen, C. Chang and Y. Zhang, “Fusion of Spectral-Spatial Classifiers for Hyperspectral Image Classification” in IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 6, pp. 5008-5027, June 2021. 
 
S. Chen, S. Zhong, B. Xue, X. Li, L. Zhao and C. -I. Chang, "Iterative Scale-Invariant Feature Transform for Remote Sensing Image Registration," in IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 4, pp. 3244-3265, April 2021.
 
C. -I. Chang, K. Y. Ma, C. -C. Liang, Y. -M. Kuo, S. Chen and S. Zhong, "Iterative Random Training Sampling Spectral Spatial Classification for Hyperspectral Images," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 13, pp. 3986-4007, 2020.
 
S. Zhong, Y. Zhang and C. Chang, " A Spectral-Spatial Feedback Close Network System for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 12, pp. 10056-10069, Dec. 2019. 
 
D. Wu, Y. Zhang, Y. Chen and S. Zhong, "Vehicle Detection in High-Resolution Images Using Superpixel Segmentation and CNN Iteration Strategy," in IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 1, pp. 105-109, Jan. 2019.
 
S. Zhong, Y. Zhang, "An Iterative Training Sample Updating Approach for Domain Adaptation in Hyperspectral Image Classification," in IEEE Geoscience and Remote Sensing Letters, vol. 18, no. 10, pp. 1821-1825, Oct. 2021. 
 
S. Zhong, C. Chang, J. Li, et al. Class feature weighted hyperspectral image classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12(12): 4728-4745. 
 
S. Zhong, C. Chang and Y. Zhang, "Iterative Edge Preserving Filtering Approach to Hyperspectral Image Classification," in IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 1, pp. 90-94, Jan. 2019.
 
Xue B, Zhong S, Shang X, et al. Unsupervised iterative CEM-clustering based multiple Gaussian feature extraction for hyperspectral image classification. Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imagery XXV. International Society for Optics and Photonics, 2019, 10986: 109861M.
 
Guo Y, Zhang J, Zhong S. Feature extraction and scene classification for remote sensing image based on sparse representation. Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imagery XXV. International Society for Optics and Photonics, 2019, 10986: 109861U.
 
Xue B, Shang X, Zhong S, et al. Iterative constrained energy minimization convolutional neural network for hyperspectral image classification. Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imagery XXV. International Society for Optics and Photonics, 2019, 10986: 109861L.
 
Feng Z, Zhang J, Sun Q and Zhong S. Hyperspectral anomaly detection algorithm based on non-negative sparsity score estimation. Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imagery XXV. International Society for Optics and Photonics, 2019, 10986: 109861V. 
 
B. Xue, S. Chen, C. -C. Liang, S. Zhong, P. F. Hu and C. -I. Chang, "Urban Area Impervious Surface Estimation by Subpixel Unmixing," 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019, pp. 1895-1898. 
 
S. Zhong, C. Chang and Y. Zhang, "Iterative Support Vector Machine for Hyperspectral Image Classification," 2018 25th IEEE International Conference on Image Processing (ICIP), Athens, 2018, pp. 3309-3312.
 
S. Zhong, Y. Zhang, Y. Chen and D. Wu, "Combining Component Substitution and Multiresolution Analysis: A Novel Generalized BDSD Pansharpening Algorithm," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 10, no. 6, pp. 2867-2875, June 2017. 
 
Miao X, Zhang Y, Zhang J and Zhong S. Object parameters optimization on pure and mixed pixels in thermal hyperspectral imagery. Infrared Remote Sensing and Instrumentation XXV. International Society for Optics and Photonics, 2017, 10403: 104030O.
 
S. Zhong and Y. Zhang, "Anomaly detection based on quadratic modeling of hyperspectral imagery," 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, 2016, pp. 5864-5867.
 
Wu D, Zhang Y, Zhong S W, et al. Hyperspectral image spectral–spatial classification using local tensor discriminant feature extraction. Journal of Applied Remote Sensing, 2016, 10(4): 046015.
 
 
S. Zhong and Y. Zhang, "Fusion of multispectral and panchromatic images based on a novel inter-band structure model," 2015 IEEE International Conference on Image Processing (ICIP), Quebec City, QC, 2015, pp. 457-461.
 
Wang Y, Zhong S, Zhang Y. An improved full automated endmember extraction algorithm based on endmember independence Imaging Spectrometry XX. SPIE, 2015, 9611: 250-255. 
 
S. Zhong, Y. Chen and Y. Zhang, "Spatial information aided fine classification of hyperspectral images with similar spectrums," 2014 IEEE Geoscience and Remote Sensing Symposium (IGARSS), Quebec City, QC, 2014, pp. 2882-2885.
 
 
出版专著和教材

参与撰写著作《Advances in Hyperspectral Image Processing Techniques》