簡(jiǎn) 歷：
劉宏，博士，副研究員，碩士生導(dǎo)師。2000年7月進(jìn)入中科院計(jì)算所從事科研工作，2007年6月畢業(yè)于中科院計(jì)算所，獲計(jì)算機(jī)應(yīng)用技術(shù)專業(yè)博士學(xué)位。
主要研究方向?yàn)閳D像處理與分析、機(jī)器學(xué)習(xí)和人機(jī)交互。申請(qǐng)人在國(guó)家863、國(guó)家科技支撐項(xiàng)目、國(guó)家自然科學(xué)基金、北京市自然科學(xué)基金等項(xiàng)目的支持下，帶領(lǐng)團(tuán)隊(duì)長(zhǎng)期從事視覺(jué)目標(biāo)檢測(cè)、多目標(biāo)跟蹤，圖像特征提取和場(chǎng)景理解，以及醫(yī)學(xué)圖像處理與識(shí)別等方面的科研工作。在計(jì)算機(jī)視覺(jué)和多媒體領(lǐng)域的知名學(xué)術(shù)會(huì)議和期刊上，已發(fā)表論文50多篇，申請(qǐng)和授權(quán)發(fā)明專利30余項(xiàng)，軟件著作權(quán)4項(xiàng)。
現(xiàn)為中國(guó)計(jì)算機(jī)學(xué)會(huì)高級(jí)會(huì)員、IEEE會(huì)員，擔(dān)任國(guó)內(nèi)核心期刊《計(jì)算機(jī)輔助設(shè)計(jì)與圖形學(xué)學(xué)報(bào)》，《電子學(xué)報(bào)》，國(guó)際SCI期刊IEEE Transactions on Cybernetics, Multimedia Tools and Applications, Sensors, Journal of Visual Communication and Image Representation等學(xué)術(shù)期刊的審稿人。
主要論著：
部分會(huì)議論文：
1. Renqiang Li, Hong Liu, Xiangdong Wang, Jianxing Xu and Yueliang Qian. Optical Braille Recognition Based On Semantic Segmentation Network with Auxiliary Learning Strategy. CVPR workshop, 2020
2. Liwei Lin, Xiangdong Wang, Hong Liu, Yueliang Qian. Guided Learning convolution system for DCASE 2019 task4. International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020（CCF-B）
3. Yuxin Huang, Xiangdong Wang, Liwei Lin, Hong Liu, Yueliang Qian. Multi-Branch Learning for Weakly-Labeled Sound Event Detection. International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020（CCF-B）
4. Liwei Lin, Xiangdong Wang, Hong Liu, Yueliang Qian. Guided Learning convolution system for DCASE 2019 task4. Proceedings of the Detection and Classification of Acoustic Scenes and Events Workshop (DCASE), 2019
5. Haomiao Ni, Hong Liu, Kuansong Wang, Xiangdong Wang, Shitong Su, Yueliang Qian, WSINet: Branch-based and Hierarchy-aware Network for Segmentation and Classification of Breast Whole-slide Images, The 10th International Workshop on Machine Learning in Medical Imaging with MICCAI 2019
6. Renqiang Li, Hong Liu, Xiangdong Wang, Yueliang Qian, Effective Optical Braille Recognition Based on Two-stage Learning for Double-sided Braille Image, PRICAI, 2019 (CCF-C)
7. 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)
8. 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 (EI)
9. 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, 2018 (CCF-C)
10. 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.
11. 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.
12. Haomiao Ni, Hong Liu, Xiangdong Wang, Yueliang Qian, Human Action Recognition Based on Optimal Joint Selection and Discriminative Depth Descriptor,The 13thAsian Conference on Computer Vision, 2016, Taiwan.
13. Zichao Guo, Hong Liu, Yueliang Qian, Xiangdong Wang,A novel obstacle detection method based on distortion of laser pattern,The 17thIEEE International Conference on Multimedia and Expo, Seattle, USA, July 11-15, 2016 (oral)
14. 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
15. Song Shao, Hong Liu, Xiangdong Wang, Yueliang Qian,Local Associated Features for Pedestrian Detection,ACCV2014 workshop Robust local descriptors for computer vision, Singapore
16. 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)
17. Hong Liu, Tao Xu, Xiangdong Wang, and Yueliang Qian, Related HOG Features for Human Detection Using Cascaded Adaboost and SVM Classifiers,19thInternational Conference on MultiMedia Modeling,MMM2013, China, huangshan (EI)
18. 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)
19. Zhe Wang, Hong Liu, Yueliang Qian, Tao Xu,Crowd Density Estimation Based On Local Binary Pattern Co-Occurrence Matrix, IEEE International WorkshopwithICME 2012(EI)
20. 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 withECCV 2012,Firenze, Italy. (EI)
21. Xutao, Hong Liu, Yueliang Qian, A Novel Method for People and Vehicle Classification Based on Hough Line Feature,ICIST 2011, Nanjing, China (EI)
22. 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)
23. 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)
24. 劉宏，黃赟，劉群，SSMT2007機(jī)器翻譯評(píng)測(cè)報(bào)告，第三屆統(tǒng)計(jì)機(jī)器翻譯研討會(huì)論文集，哈爾濱，中國(guó)，2007，8月12-13.
25. 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)
26. 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)
27. 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
28. 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)
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.
部分期刊論文
1. Liwei Lin, Xiangdong Wang, Hong Liu, Yueliang Qian. Specialized Decision Surface and Disentangled Feature for Weakly-Supervised Polyphonic Sound Event Detection. Transactions on Audio, Speech and Language Processing, 2020 (SCI)
2. 蔡佳，王向東，唐李真，崔曉娟，劉宏，錢躍良?；跐h盲對(duì)照語(yǔ)料庫(kù)和深度學(xué)習(xí)的漢盲自動(dòng)轉(zhuǎn)換，中文信息學(xué)報(bào)。2019, 33 (4): 60-67
3. 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, Vol. 9, 2019 (SCI)
4. 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 (SCI)
5. Ying Yang, Yiyi Fan, Xiangdong Wang, Hong Liu, Yueliang Qian. Baby Crying Detection System for Rural Applications, International Agricultural Engineering Journal. Vol. 27, No. 4, 2018: 418-423（EI）
6. 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 (SCI)
7. 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)
8. 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.
9. 邵松，劉宏，王向東，錢躍良，基于遷移學(xué)習(xí)的行人檢測(cè)研究進(jìn)展，計(jì)算機(jī)工程與應(yīng)用，Vol.50，No.24，2014，pp.156-163（DOI：10.3778/j.issn.1002-8331.1311-0358
10. 劉宏，王喆，王向東，趙國(guó)英，錢躍良，面向盲人避障的場(chǎng)景自適應(yīng)分割及障礙物檢測(cè)，計(jì)算機(jī)輔助設(shè)計(jì)與圖形學(xué)學(xué)報(bào)，Vol.25，No.12，2013，pp.1818-1825
11. 劉宏，李錦濤，劉群，錢躍良，李豪杰，融合顏色和梯度特征的運(yùn)動(dòng)陰影消除方法，計(jì)算機(jī)輔助設(shè)計(jì)與圖形學(xué)學(xué)報(bào)，Vol.19，No.10，2007，pp.1279-1285（EI）
12. 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）
13. 李金國(guó)，錢躍良，王向東，劉群，劉宏“機(jī)動(dòng)車視頻標(biāo)注規(guī)范研究與標(biāo)注平臺(tái)的實(shí)現(xiàn)”，計(jì)算機(jī)工程，Vol.33, No.4, 2007.2, pp.173-175（EI）
14.錢躍良,林守勛,劉群,劉宏, 2005年度863計(jì)劃中文信息處理與智能人機(jī)接口技術(shù)評(píng)測(cè)回顧,中文信息學(xué)報(bào), Vol. 20, 2006.3, pp.1-6（EI）
15.錢躍良,林守勛,劉群,劉洋,劉宏,謝縈, 863計(jì)劃中文信息處理與智能人機(jī)接口基礎(chǔ)數(shù)據(jù)庫(kù)的設(shè)計(jì)和實(shí)現(xiàn),高技術(shù)通訊, Vol.15, No.169, 2005.1, pp.107-110（EI）
16.劉宏，李錦濤，崔國(guó)勤，唐勝，基于SVM和紋理的筆跡鑒別方法，計(jì)算機(jī)輔助設(shè)計(jì)與圖形學(xué)學(xué)報(bào), Vol. 15, 2003.12, pp.1479-1484（EI)
17.Jun Miao，Hong Liu，Wen Gao，Hongming Zhang, Gang Deng，Xilin 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）
18. 劉宏，李錦濤，苗軍，多方法融合來(lái)解決人臉檢測(cè)中的光照補(bǔ)償，系統(tǒng)仿真學(xué)報(bào), Vol.13，2001.11, pp. 486~489（EI）
科研項(xiàng)目：
在研科研項(xiàng)目：
1、基于智能芯片的病理圖像分析程序設(shè)計(jì)指南，中科院標(biāo)準(zhǔn)化項(xiàng)目，項(xiàng)目負(fù)責(zé)人
2、面向小樣本醫(yī)療數(shù)據(jù)的深度學(xué)習(xí)方法研究及在脊柱腫瘤診斷中的應(yīng)用，北京市自然科學(xué)基金海淀原始創(chuàng)新聯(lián)合基金計(jì)算機(jī)視覺(jué)重點(diǎn)方向，子課題負(fù)責(zé)人
3、多模態(tài)醫(yī)療影像頸椎退變解析及其臨床診斷與應(yīng)用的研究，北京市自然科學(xué)基金重點(diǎn)專項(xiàng)，子課題負(fù)責(zé)人
4、基于深度學(xué)習(xí)的乳腺癌病理圖像分析和輔助標(biāo)注技術(shù)，中國(guó)醫(yī)學(xué)科學(xué)院合作課題，項(xiàng)目負(fù)責(zé)人
5、基于機(jī)器學(xué)習(xí)的盲文高精度識(shí)別技術(shù)，中國(guó)盲文出版社合作課題，項(xiàng)目負(fù)責(zé)人
已完成科研項(xiàng)目：
北京市自然科學(xué)基金“基于RGB-D的場(chǎng)景分析及在導(dǎo)盲避障中的應(yīng)用”
北京市重點(diǎn)實(shí)驗(yàn)室開放課題“基于組合分類器的盲文檢測(cè)和識(shí)別技術(shù)研究”
國(guó)家自然科學(xué)基金“復(fù)雜場(chǎng)景中數(shù)目變化的視覺(jué)多目標(biāo)實(shí)時(shí)跟蹤技術(shù)研究”
國(guó)家科技支撐計(jì)劃“殘疾人信息無(wú)障礙數(shù)字化交互關(guān)鍵技術(shù)及產(chǎn)品”
國(guó)家863計(jì)劃重點(diǎn)項(xiàng)目“普適計(jì)算基礎(chǔ)軟硬件關(guān)鍵技術(shù)及系統(tǒng)”
計(jì)算所創(chuàng)新課題“基于音頻視頻技術(shù)的廣播電視廣告監(jiān)控”
國(guó)家863計(jì)劃重點(diǎn)課題“中文平臺(tái)總體技術(shù)研究與基礎(chǔ)數(shù)據(jù)庫(kù)建設(shè)”
國(guó)家863計(jì)劃項(xiàng)目“中文信息處理與智能人機(jī)接口技術(shù)評(píng)測(cè)”
北京市科技計(jì)劃項(xiàng)目“奧運(yùn)多語(yǔ)言信息服務(wù)系統(tǒng)資源建設(shè)和核心技術(shù)評(píng)測(cè)”
計(jì)算所領(lǐng)域前沿青年基金“智能化圖像識(shí)別關(guān)鍵技術(shù)研究”
國(guó)家自然科學(xué)基金“人臉主動(dòng)網(wǎng)格模型方法研究”
劉宏 副研究員
研究方向：
所屬部門：泛在計(jì)算系統(tǒng)研究中心
導(dǎo)師類別：碩導(dǎo)計(jì)算機(jī)應(yīng)用技術(shù)
聯(lián)系方式：hliu@ict.ac.cn
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