基本信息
刘宏  女  硕导  中国科学院计算技术研究所
电子邮件: hliu@ict.ac.cn
通信地址: 北京科学院南路6号
邮政编码: 100190

研究领域

图像视频处理与分析,医学图像识别,视频监控,深度学习

招生信息

   
招生专业
081203-计算机应用技术
招生方向
图像视频处理和分析,智能人机交互

教育背景

   
学历
博士
学位
计算机应用博士学位

工作经历

2000年进入中国科学院计算技术研究所工作,目前为副研究员,硕士生导师

出版信息

发表期刊论文:

  1. Zichao Guo, Hong Liu, Haomiao Ni, Xiangdong Wang, Mingming Su, Wei Guo, Kuansong Wang, Taijiao Jiang, Yueliang Qian, A Fast and Refined Cancer Regions Segmentation Framework in Whole-slide Breast Pathological Images, Scientific Reports, 2019-1-29 (SCI)

  2. Hong Liu, Wenshan Wu, Xiangdong Wang, Yueliang Qian. RGB-D joint modelling with scene geometric information for indoor semantic segmentation [J]. Multimedia Tools & Applications,  Volume 77, 2018, pp 22475–22488

  3. Xiangdong Wang, Ying Yang, Hong Liu, Yueliang Qian, Improving speech transcription by exploiting user feedback and word repetition, Multimed Tools Appl (2017) 76:20359–20376

  4. Hong Liu, Tao Xu, Xiangdong Wang, Yueliang Qian, A novel multi-feature descriptor for human detection using cascaded classifiers in static image, Journal of Signal Processing Systems, Volume 81, Issue 3 (2015), Page 377-388 (SCI)

  5. 邵松,刘宏,王向东,钱跃良,基于迁移学习的行人检测研究进展,计算机工程与应用,Vol.50No.242014pp.156-163

  6. 刘宏,王喆,王向东,赵国英,钱跃良,面向盲人避障的场景自适应分割及障碍物检测,计算机辅助设计与图形学学报,Vol.25No.122013pp.1818-1825

  7. 刘宏,李锦涛,刘群,钱跃良,李豪杰,融合颜色和梯度特征的运动阴影消除方法,计算机辅助设计与图形学学报,Vol.19No.102007pp.1279-1285 (EI: 20074510909986)

  8. LIU Qun, WANG Xiangdong, LIU Hong, et al, Introduction to HTRDP evaluations on Chinese information processing and intelligent human-machine interface, Frontiers of Computer Sciences in China, Vol.1, No.1, Springer, Feb. 2007, pp.58-93. EI

  9. 李金国,钱跃良,王向东,刘群,刘宏机动车视频标注规范研究与标注平台的实现,计算机工程,Vol.33, No.4, 2007.2, pp.173-175EI

  10. 钱跃良, 林守勋, 刘群, 刘宏, 2005年度863计划中文信息处理与智能人机接口技术评测回顾, 中文信息学报, Vol. 20, 2006.3, pp.1-6EI

  11. 钱跃良, 林守勋, 刘群, 刘洋, 刘宏, 谢萦, 863计划中文信息处理与智能人机接口基础数据库的设计和实现, 高技术通讯, Vol.15, No.169, 2005.1, pp.107-110EI

  12. 刘宏,李锦涛,崔国勤,唐胜,基于SVM和纹理的笔迹鉴别方法,计算机辅助设计与图形学学报, Vol. 15, 2003.12, pp.1479-1484EI)

  13. Jun MiaoHong LiuWen GaoHongming Zhang, Gang DengXilin Chen. A System for Human Face and Facial Feature Localization, IJIG: International Journal of Image and Graphics, Vol.3, No.3, Jul. 2003, pp461-479.

  14. 刘宏,李锦涛,苗军,多方法融合来解决人脸检测中的光照补偿,系统仿真学报, Vol.132001.11, pp. 486~489

 

发表会议论文:

  1. Haomiao Ni, Hong Liu, Zichao Guo, Xiangdong Wang, Taijiao Jiang, Kuansong Wang, Yueliang Qian, Multiple Visual Fields Cascaded Convolutional Neural Network for Breast Cancer Detection, the 15th Pacific Rim International Conference on Artificial Intelligence, Nanjing, China, 2018-8-28, pp.531-544 (CCF-C)

  2. Wendong Xu, Hong Liu, Xiangdong Wang, Yueliang Qian, “Liver Segmentation in CT base on ResUNet with 3D Probabilistic and Geometric Post Process”, ICSIP 2019 (EI)

  3. Renqiang Li, Hong Liu, Xiangdong Wang, Yueliang Qian, “DSBI: Double-Sided Braille Image Dataset and Algorithm Evaluation for Braille Dots Detection”, International Conference on Video and Image Processing, HongKong, China, ICVIP 2018.12.29, pp.1-5 (EI)

  4. Hong Liu, Lizhen Tang, Jun Wang, Xiangdong Wang, Yueliang Qian, RGB-D Sensor Based Obstacle Detection and Feedback Strategy for the Visual Impaired, International Conference on Computer Vision Theory and Applications, VISAPP 2017, Feb. 27- Mar.1. 595-602

  5. Hong Liu, Jun Wang, Xiangdong Wang, Yueliang Qian, Efficient multi-scale plane extraction based RGBD video segmentation, 23th International Conference on MultiMedia Modeling, MMM2017, LNCS, Iceland, Jan. 4-6.pp. 614-625 (CCF-C)

  6. Haomiao Ni, Hong Liu, Xiangdong Wang, Yueliang Qian, Human Action Recognition Based on Optimal Joint Selection and Discriminative Depth Descriptor, The 13th Asian Conference on Computer Vision, ACCV2016, Nov. 20-24, Taibei, Taiwan. (CCF-C)

  7. Zichao Guo, Hong Liu, Yueliang Qian, Xiangdong Wang, A novel obstacle detection method based on distortion of laser pattern, The 17th IEEE International Conference on Multimedia and Expo, ICME, Seattle, USA, July 11-15, 2016 (oral) pp. 1-6. (CCF-B)

  8. Duan Jia, Xiangdong Wang, Yuzhuo Ma, Yang Yang, Hong Liu and Yueliang Qian. Language Model Adaptation based on Correction Information for Interactive Speech Transcription. The 2016 International Conference on Progress in Informatics and Computing (PIC-2016), Shanghai, China.

  9. Xiangdong Wang, Yang Yang, Jinchao Zhang, Wenbin Jiang, Hong Liu and Yueliang Qian, Chinese to Braille Translation based on One-time Word Segmentation using Statistical Model, The 2015 International Conference on Progress in Informatics and Computing (PIC-2015).

  10. Hong Liu, Jun Wang, Yueliang Qian, Xiangdong Wang, iSee: Obstacle Detection and Feedback System for the Blind (poster), 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2015, Osaka, Japan, Sept. 6-12, 2015197-200

  11. Xiangdong Wang, Xinhui Li, Hong Liu and Yueliang Qian, Automatic Error Correction for Repeated Words in Mandarin, International Conference on Intelligent and Automation Systems (ICIAS 2015), Ho Chi Minh City, Vietnam, February 6-7, 2015

  12. Song Shao, Hong Liu, Xiangdong Wang, Yueliang Qian, Local Associated Features for Pedestrian Detection, workshop Robust local descriptors for computer vision in Conjunction with ACCV 2014

  13. Zhe Wang, Hong Liu, Xiangdong Wang, Yueliang Qian, Segment and Label Indoor Scene based on RGB-D for the Visually Impaired, 20th International Conference on MultiMedia Modeling, MMM2014

  14. Hong Liu, Tao Xu, Xiangdong Wang, and Yueliang Qian, Related HOG Features for Human Detection Using Cascaded Adaboost and SVM Classifiers, 19th International Conference on MultiMedia Modeling, MMM2013, Jan 7-9, China, huangshan, LNCS7733, pp. 345–355

  15. Tao Xu, Hong Liu, Yueliang Qian, Zhe Wang, A fast pedestrian detection framework based on static and dynamic information, IEEE International Conference on Multimedia and Expo, ICME 2012, July 9-13, Melbourne, Australia, pp. 242-247 (EI)

  16. Zhe Wang, Hong Liu, Yueliang Qian, Tao Xu, Crowd Density Estimation Based On Local Binary Pattern Co-Occurrence Matrix, IEEE International Workshop on Advances in Automated Multimedia Surveillance for Public Safety, in Conjunction with ICME 2012, July 9-13,  Melbourne, Australia, pp. 372-377 (EI)

  17. Zhe Wang, Hong Liu, Yueliang Qian, Tao Xu, Real-Time Plane Segmentation and Obstacle Detection of 3D Point Clouds for Indoor Scenes, IEEE International Workshop on Consumer Depth Cameras for Computer Vision, in Conjunction with ECCV 2012, Oct. 7-13, Firenze, Italy, LNCS7584, pp.22-31. (EI)

  18. Xutao, Hong Liu, Yueliang Qian, A Novel Method for People and Vehicle Classification Based on Hough Line Feature, Proceedings of 1th IEEE International Conference on Information Science and Technology, ICIST 2011, March 26-28, Nanjing, China, pp. 240-245, (EI)

  19. Hong Liu, Yueliang Qian, Shuoxun Lin, Detecting Persons Using Hough Circle Transform in Surveillance Video, International Conference on Computer Vision Theory and Applications, VISAPP 2010, May (17-22), Angers, France, pp.267-270 (EI)

  20. Hong Liu, Yueliang Qian, Qun Liu, Jintao Li, Count passengers based on haar-like feature in elevator application, Proceedings of Seventh International Conference on Machine Learning and Cybernetics, ICMLC 2008, July (12-15), Kunming, China, pp. 1202-1206. (EI)

  21. Hong Liu, Jintao Li, Yueliang Qian, Qun Liu, Robust Multi-target Tracking Using Mean Shift and Particle Filter with Target Model Update, International Conference on Computer Vision Theory and Applications, VISAPP 2008, January (22-25) in Funchal, Madeira, Portugal, PP.605-610 (EI)

  22. 刘宏,黄赟,刘群,SSMT2007机器翻译评测报告,第三届统计机器翻译研讨会论文集,哈尔滨,中国,2007812-13.

  23. Hong Liu, Jintao Li, Yueliang Qian, Qun Liu, Shadow Elimination in Traffic Video Segmentation, The 10th IAPR Conference on Machine Vision Applications, MVA 2007, Japan, Tokyo, 2007, May, pp. 445-448. (EI)

  24. Hong Liu, Jintao Li, Yueliang Qian, Shouxun Lin, Qun Liu, Motion and Gray Based Automatic Road Segment Method MGARS in Urban Traffic Surveillance, Lecture Notes in Computer Science, Volume 4135, Springer-Verlag Berlin Heidelberg, Aug. 2006, pp. 85-94(SCI), IWICPAS 2006

  25. Qian YueLiang, LIN ShouXun, Zhang YongDong, LIU Yang, LIU Hong and LIU Qun. An Introduction to Corpora Resources of 863 Program for Chinese Language Processing and Intelligent Human-Machine Interaction. In Proceedings of The 4th Workshop on Asian Language Resources (ALR-04)March 25, 2004, Sanya City, Hainan Island, China.

  26. Hong Liu, Jintao Li, Guoqin Cui, Text-Dependent Chinese Writer Identification Using Optimal Gabor Filter, ACCV 2004: The 6th Asian Conference on Computer Vision, Jeju Island, Korea. 23--25 January 2004, pp.188-192.

  27. Hong Liu, Wen Gao, Jun Miao, Jintao Li. A Novel Method to Compensate Variety of Illumination in Face Detection. Proc. 6th Joint Conference on Information Sciences (CVPRIP), North Carolina, America, 2002, pp. 692~695 (ISTP)

  28. Hong Liu, Wen Gao, Jun Miao, Debin Zhao, Gang Deng, Jintao Li. Illumination Compensation and Feedback of Illumination Feature in Face Detection. ICII 2001: Proc. International Conferences on Information-technology and Information-net, Beijing, China, Vol. III, 2001, pp. 444~449

  29. Jun Miao, Hongming Zhang, Wen Gao,Gang Deng, Hong Liu and Xilin Chen. FaceTracker: A Human Face Tracking and Facial Organ Localizing System, ICCV 2001: the Proc. of the 8th International Conference on Computer Vision, Vancouver, Cananda, 2001, pp.743~743

 

授权和申请专利:

1.     刘宏,李锦涛,崔国勤。基于局部特征分析的计算机笔迹鉴别方法,专利号:ZL200310104462.X

2.     刘宏,林守勋,钱跃良,李锦涛。一种人脸检测系统的评测方法及评测系统,专利号:ZL200510001787.4

3.     王向东,栾焕搏,林守勋,钱跃良,刘宏,张勇东。一种电话连续语音识别系统性能评测方法,专利号:ZL200510011285.X

4.     钱跃良,刘宏,高扬,赵丹,刘群。一种目标场所优化调度方法及系统。专利号:ZL200710179079.9

5.     钱跃良,张博宁,王向东,刘宏,陈益强。LED路灯的智能控制装置及智能控制方法。申请号:ZL200910083487.3

6.     许涛,刘宏,钱跃良。一种基于直线特征的运动目标分类方法及系统。专利号:ZL201010620374.5

7.     刘宏,钱跃良,李锦涛。团队成员即时清点系统和方法。专利号:ZL200910084294.X

8.     钱跃良,王向东,刘宏。一种智能电视的交互方法和系统。专利号:ZL201210048441.X

9.     刘宏,钱跃良,王向东。基于遥控器的智能电视人机交互方法、装置和系统。专利号:ZL2011103122350

10.   钱跃良,刘宏,王喆,王向东。盲人避障提示装置及方法。专利号:ZL2014105756941

11.   刘宏,钱跃良,王向东。基于定位遥控器的智能电视人机交互方法、装置和系统。专利号:ZL201110312134.3

12.   刘宏,钱跃良,刘群,李锦涛。一种电梯优化调度智能监控系统。专利号:ZL200820078670.5

13.   钱跃良,王向东,刘宏。障碍物检测装置和方法。专利申请号:201410795401.0

14.   王向东,杨阳,钱跃良,刘宏。一种融合用户反馈的汉语语音识别方法及系统。申请号:201410806233.0

15.   王向东,杨阳,钱跃良,刘宏,张金超,姜文斌。一种用于盲人读取汉字的方法及系统, 专利申请号:201510623525.5

16.   王向东,蔡佳,钱跃良,刘宏。一种融合非确定性反馈的语音识别错误修正方法及系统, 专利申请号:201510569945.X

17.   王向东 贾端 马玉卓 钱跃良 刘宏,一种自适应的语音识别的方法和设备,专利申请号:201610651850.7

18.   刘宏,钱跃良,王向东,盲文点交互式标注方法及系统,申请号:201711070494.0

19.   刘宏,钱跃良,王向东,一种盲文点检测方法及系统,申请号:201711071085.2

20.   刘宏,黎仁强,王向东,钱跃良,一种盲文图像自动倾斜校正方法及系统,申请号:201711071084.8

21.   刘宏,黎仁强,王向东,钱跃良,一种盲文方自适应定位方法及系统,申请号:201711071082.9

22.   刘宏,黎仁强,王向东,钱跃良,一种盲文点辅助标注方法及系统,申请号:201711071554.0

23.   刘宏,黎仁强,王向东,钱跃良,一种高精度盲文识别方法及系统,申请号:201711070466.9

24.   王向东 蔡佳 钱跃良 刘宏,一种汉盲对照双语语料库的构建方法和系统,申请号:201810929248.4

25.   王向东 蔡佳 钱跃良 刘宏,一种基于深度神经网络的汉盲自动转换方法和系统,申请号:201810889881.5

指导学生

已指导学生

许涛  硕士研究生  081203-计算机应用技术  

王喆  硕士研究生  081203-计算机应用技术  

邵松  硕士研究生  081203-计算机应用技术  

吴文珊  硕士研究生  081203-计算机应用技术  

王君  硕士研究生  081203-计算机应用技术  

郭梓超  硕士研究生  081203-计算机应用技术  

现指导学生

倪浩淼  硕士研究生  081203-计算机应用技术  

黎仁强  硕士研究生  081203-计算机应用技术  

徐文栋  硕士研究生  085211-计算机技术