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万寿红


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E - Mailwansh@ustc.edu.cn

实验室网站:http://kdelab.ustc.edu.cn 


主要研究方向:计算机图像处理与理解、遥感图像处理、人工智能与模式识别等。



万寿红,女,1971年出生,中国科学技术大学计算机科学与技术专业博士,中国科学技术大学计算机科学与技术学院副教授,遥感图像专业委员会委员、中国航空学会信息融合分会委员、中国图象图形学学会高级会员、中国计算机学会高级会员、ACM会员。主要研究方向为计算机图像处理与理解、遥感图像处理、模式识别与人工智能等。近年来主持了多项国家863项目、国家自然科学基金面上项目、国家973子课题、安徽省自然科学基金面上项目等课题,并在国内外期刊和国际会议上发表论文70余篇,其中SCIEI收录50余篇。


获奖情况

2018年获中国科学技术大学王宽城育才奖

2015年获省部级科学技术进步二等奖(排名7)

2014年获中国科学技术大学惠普信息科学青年教师奖

2012年获中国科学技术大学第一届青年教师教学基本功竞赛二等奖

2009年获安徽省科学技术奖科技进步类一等奖(排名2

2009年获中国科学技术大学王宽诚育才奖二等奖

主要论著

1Wan Shouhong, Peiquan Jin, Yu Xia ,Yue Lihua. Incorporating Spatial Distribution Feature with Local  Patterns for Content-Based Image Retrieval. Chinese Journal of Electronics, SEP 2016Vol. 25 (5): 873-879(SCI)

2Wan Shouhong, Li Xingyue, Jin Peiquan,Zou Chang. A contextual deep neural network with dilated convolutions for object detection in remote sensing images . Tenth International Conference on Digital Image Processing, ICDIP 2018, Vol.10806(EI)

3Wan Shouhong, Jin Peiquan, Yue Lihua, Yan Li. Image Retrieval Based on Multi-instance Saliency Model. ICDIP 2017 : The 9th International Conference on Digital Image Processing. Vol.10420 (EI)

4Wan Shouhong, Jin Peiquan, Yue Lihua, Huang Qian. Saliency Detection Based on Multi-instance Images Learning. Seventh International Conference on Digital Image Processing, ICDIP 2015, Vol.9631, p 96310O-1 - 96310O-5(EI)

5Qijun TianShouhong Wan, Peiquan Jin, Jian Xu, Chang Zou, Xingyue Li. A Novel Feature Fusion with Self-adaptive Weight Method Based on Deep Learning for Image Classification, Pacific-Rim Conference on Multimedia, 2018, Vol.11164 LNC S , p 426-436(EI)

6Zhize Wu, Shouhong Wan, Yan Li ,Lihua Yue.Autoencoder-based feature learning from a 2D depth map and 3D skeleton for action recognition.Journal of Computers. 29(4),2018,p82-95(EI)

7Zou Chang,Wan Shouhong, Jin Peiquan, Li Xingyue. A novel rotation invariance hashing network for fast remote sensing image retrieval. Tenth International Conference on Digital Image Processing, ICDIP 2018,Vol. 10806(EI)

8Li Xingyue, Wan Shouhong, Chang Zou, Yin Bangjie. Multi-instance multi-label learning for image categorization based on integrated contextual information. The 9th International Conference on Image and Graphics(ICIG2017), v 10666 LNCS, p 639-650 (EI)

9Wu Zhize, Wan Shouhong, Zhang Miao, Yue Lihua. A new multiple instance learning algorithm based on instance-consistency. International Journal of Performability Engineering. Vol. 13, n 4, p 519-529,2017(EI)

10Yu Xia, Shouhong Wan, Peiquan Jin, Lihua Yue. A novel sea-land segmentation algorithm based on local binary patterns for ship detection. International Journal of  Signal Processing, Image Processing and Pattern Recognition,7(3),2014:237-246 (EI

11Yan Li , Wan Shouhong, Jin Peiquan, Zou Chang .Airplane Fine-Grained Classification in Remote Sensing Images via Transferred CNN-Based Models , Communications in Computer and Information Science, v 848, p 318-326, 2018 (EI)

12Zhao Xujiang, Wan Shouhong, Zou Chang, Li Xingyue, Yan Li .Object Detection Based on Deep Feature for Optical Remote Sensing Images , Communications in Computer and Information Science, v 848, p 327-335, 2018 (EI)

13Chenglin Mao, Shouhong Wan, Lihua Yue, Yu Xia. A water/land segmentation algorithm based on an improved Chan-Vese model with edge constraints of complex wavelet domain. Chinese journal of electronics, 24(2), p361-365, 2015(SCI, EI)

14Zhize Wu, Shouhong Wan, Peiquan Jin, and Lihua Yue, Discriminative feature learning with constraints of category and temporal for action recognition , Image and Graphics - 8th International Conference, ICIG 2015, ,Lecture Notes in Computer Science. V9218, p173-184 (EI )

15Haiyang Zhang, Shouhong Wan, Lihua Yue, Zhize WuYunhao Zao. A New Fast Object Detection Architecture Combing Manually-designed Feature and CNN. Proceedings - 2015 8th International Congress on Image and Signal Processing, CISP 2015,p 572-577(EI)

16Zhao Yunhao, Wan Shouhong, Wu Zhize, Yin Bangjie, Yue Lihua. Multi-scale and multi-GMM pooling based on Fisher Kernel for image representationProceedings of SPIE - The International Society for Optical Engineering, Eighth International Conference on Digital Image Processing, ICDIP 2016, v 10033(EI)





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