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导师介绍
姓名 刘宏  性别 女 
联系方式 hliu@ict.ac.cn  职称 副研究员 
研究方向 图像视频分析,医学图像处理与识别,机器学习,人机交互 
个人介绍
简历:

刘宏,博士,副研究员,硕士生导师。20007月进入中科院计算所从事科研工作,20076月毕业于中科院计算所,获计算机应用技术专业博士学位。

主要研究方向为图像处理与分析、机器学习和人机交互。申请人在国家863、国家科技支撑项目、国家自然科学基金、北京市自然科学基金等项目的支持下,带领团队长期从事视觉目标检测、多目标跟踪,图像特征提取和场景理解,以及医学图像处理与识别等方面的科研工作。在计算机视觉和多媒体领域的知名学术会议和期刊上,已发表论文40多篇,申请和授权发明专利23项,软件著作权4项。

现为中国计算机学会高级会员、IEEE会员,担任国内核心期刊《计算机辅助设计与图形学学报》,《电子学报》,国际SCI期刊IEEE Transactions on Cybernetics, Multimedia Tools and Applications, Sensors, Journal of Visual Communication and Image Representation等学术期刊的审稿人。

研究方向:
图像视频分析,医学图像处理与识别,机器学习,人机交互
社会任职:
获奖及荣誉:
代表论著:

会议论文:

1.         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, 2017.

2.         Hong Liu, Jun Wang, Xiangdong Wang, Yueliang Qian, Efficient multi-scale plane extraction based RGBD video segmentation, 23th International Conference on MultiMedia Modeling,  Iceland, 2017.

3.         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, 2016, Taiwan.

4.         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, Seattle, USA, July 11-15, 2016 (oral)

5.         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, Shanghai, China.

6.         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 .

7.         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

8.         Xiangdong Wang, Xinhui Li, Hong Liu and Yueliang Qian, Automatic Error Correction for Repeated Words in Mandarin, International Conference on Intelligent and Automation Systems, February 6-7, 2015

9.         Song Shao, Hong Liu, Xiangdong Wang, Yueliang Qian, Local Associated Features for Pedestrian Detection, ACCV2014 workshop Robust local descriptors for computer vision, Singapore

10.     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, Dublin, Ireland (EI)

11.     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, China, huangshan (EI)

12.     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 (EI)

13.     Zhe Wang, Hong Liu, Yueliang Qian, Tao Xu, Crowd Density Estimation Based On Local Binary Pattern Co-Occurrence Matrix, IEEE International Workshop with ICME 2012 (EI)

14.     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, Firenze, Italy. (EI)

15.     Hong Liu, Yueliang Qian, Jintao Li, Outdoor Moving Object Detection Combined Edge and Gray Information, ESEP 2011, December (9-10), 2011, Singapore. pp.3855-3862, (EI)

16.     Xutao, Hong Liu, Yueliang Qian, A Novel Method for People and Vehicle Classification Based on Hough Line Feature, ICIST 2011, Nanjing, China (EI)

17.     Hong Liu, Yueliang Qian, Shuoxun Lin, Detecting Persons Using Hough Circle Transform in Surveillance Video, VISAPP 2010, May (17-22), Angers, France, pp.267-270 (EI)

18.     Hong Liu, Yueliang Qian, Qun Liu, Jintao Li, Count passengers based on haar-like feature in elevator application, ICMLC 2008, July (12-15), pp. 1202-1206. (EI)

19.     Hong Liu, Jintao Li, Yueliang Qian, Qun Liu, Robust Multi-target Tracking Using Mean Shift and Particle Filter with Target Model Update, VISAPP 2008, Portugal (EI)

20.     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.

21.     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 (EI)

22.     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, 2006 (SCI)

23.     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, 2004, Sanya City, Hainan Island, China.

24.     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

25.     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, North Carolina, America, 2002 (ISTP)

26.     Hong Liu, Wen Gao, Jun Miao, Debin Zhao, Gang Deng, Jintao Li. Illumination Compensation and Feedback of Illumination Feature in Face Detection. Beijing, China, 2001

27.     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.

期刊论文

1.         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

2.         Xiangdong Wang, Yang Yang, Hong Liu, Yueliang Qian. Chinese-Braille Translation based on Braille Corpus. International Journal of Advanced Pervasive and Ubiquitous Computing, 2017

3.         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. Journal of Shanghai Jiaotong University (Science) 22(1): 82-86, 2017.

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.         Xiangdong Wang, Ying Yang, Hong Liu and Yueliang Qian. The PIC-TDD Framework of Test Data Design for Pattern Recognition Systems. International Journal of Advanced Pervasive and Ubiquitous Computing, Vol. 6, No. 4, 2015, pp. 43-62.

6.         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 DOI10.3778/j.issn.1002-8331.1311-0358

7.         高韬,姚振静,王向东,刘宏,采用物联网技术的震后多生命体目标定位研究12应用基础与工程科学学报,Vol21No.52013pp.991-1003

8.         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

9.         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

10.     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

11.     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

12.     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

13.     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

14.     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)

15.     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. EI

16. 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 EI

承担科研项目情况:

在研科研项目:

基于深度学习的乳腺癌病理图像分析和辅助标注技术,横向课题,项目负责人

基于RGB-D的场景分析及在导盲避障中的应用,北京市自然科学基金,项目负责人

基于组合分类器的盲文检测和识别技术研究,北京市重点实验室开放课题,项目负责人

盲用文化资源格式相关标准规范制定,国家标准制定,主要负责人

已完成科研项目:

1.国家自然科学基金,复杂场景中数目变化的视觉多目标实时跟踪技术研究,项目负责人

2.国家科技支撑计划残疾人信息无障碍数字化交互关键技术及产品

3.国家863计划重点项目普适计算基础软硬件关键技术及系统

4.计算所创新课题基于音频视频技术的广播电视广告监控

5.国家863计划重点课题中文平台总体技术研究与基础数据库建设

6.国家863计划项目中文信息处理与智能人机接口技术评测

7.北京市科技计划项目奥运多语言信息服务系统资源建设和核心技术评测

8.计算所领域前沿青年基金智能化图像识别关键技术研究

9.国家自然科学基金人脸主动网格模型方法研究

 

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普适计算研究中心
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副高
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