基本信息

     2004.9~2008.1在西安交通大学攻读博士学位
     2006 微软学者
     20083月获西安交通大学电信学院信息与通信工程系工学博士学位
     2008.4任教于西安交通大学电信学院信息与通信工程系

     2009西安交通大学优秀博士论文培育基金
     
2009年获西安交通大学优秀博士论文
     2010年获陕西省优秀博士论文
    
2010年入选西安交通大学青年骨干教师(副教授)培养计划
     2010年入选微软亚洲研究院“铸星计划”
     2011年西安交通大学副教授

     2012年入选西安交通大学青年骨干教师(教授)培养计划

                                                  2014年破格为教授
 钱学明  教授、博士、博导        西安交通大学--香港科技大学博士生联合博导,
  

                                    CCF Senior member,IEEE member, ACM member

                                   中国图像图像图形学会专委会委员
                                    计算机学会多媒体专委会委员
                                    国家自然科学基金委通信评议人                                  
                                    担任VIE08国际会议分会主席, ICME, ICIMCS, MMM等国际会议技术委员会成员

                                    担任ICME2014,MMM2014,MMM2015, Speical Session Organizers/Chairs                                    
                                    IEEE TCSVT, IEEE TMM等期刊评阅人。
 
感兴趣的研究方向:社会媒体大数据挖掘与检索,
                  基于社会媒体的用户个性化服务推荐;

                  图像视频内容理解与检索

更多相关信息:http://smiles.xjtu.edu.cn
                 

主要科研项目

2011太空信息协同创新中心, 基于多观测站空间目标序列融合的空间目标描述和识别方法研究负责人,2013.12-2014.12

微软亚洲研究院, Schedule Travel Life by Exploring Spectrums of Social User and City Services, 负责人,2013.12-2015.12

国家自然科学基金面上项目,基于移动互联网的网络图标广告推荐方法研究,负责人2012.1-2015.12.
微软亚洲研究院,Mobile Sensing based Travel Guide and Travelogue Generation,负责人2011.5-2014.5.
国家自然科学基金青年项目,一种统一的具有可分级的体育视频内容理解方法研究,负责人2010.1-2012.12.

西安交通大学自然科学基金,图象视频内容理解与分类方法研究,负责人2010.1-2011.12.

863计划项目,基于可分级和特征空间聚类的网络环境下视频媒体复制检测、定位和追踪技术,副组长2009.1-2010.12.

华为高校科技基金项目视频字幕提取第二负责人2007.7-2008.4

华为软件技术有限公司项目字幕区域提取第二负责人2008.10-2009.3

微软合作项目基于多模态特征融合的视频内容分析方法第二负责人2008.5-2009.4

 

 
 
发明专利

已授权专利
[1] 蒋舒卉,钱学明,李婧等, 一种可视化的网络用户多媒体管理方法,ZL.201110364974.4.
[2] 钱学明, 汪欢, 一种基于多分辨LBP的人脸检索方法, ZL.201110054986.7.
[3]汪欢, 钱学明, 刘贵忠, 基于人类视觉系统的视频编码帧间预测模式快速确定方法,ZL.2010116127.1
[4] 钱学明, 刘贵忠 ,一种恢复视频传输信号错误的方法, ZL.200610104989.6.
[5] 钱学明, 刘贵忠,汪欢;南楠;孙力,一种检测足球比赛视频精彩片段的方法, ZL.200710018455.6.
[6] 钱学明, 刘贵忠, 李智, , 孙力, 南楠,王琛,汪欢,一种获取基于H.264/AVC压缩视频字幕的方法ZL.200910021769.0.
[7] 钱学明, 刘贵忠, 李智, , 郭旦萍,姜海侠,王琛,汪欢,一种增强网络视频中视觉重要区域清晰度的方法ZL.200910021768.6.
[8] 刘贵忠,李智,钱学明, 姜龙,一种快速准确的视频字幕提取方法, ZL.200810236503.3.
 
-----------------------------------------------------------------------------------------------------------------------
已申请专利
[1] 李婧,钱学明, 一种可分级的快速图像GPS位置估计方法, 201310199867.x
[2] 钱学明, 刘贵忠, 杨阳, 马亚娜, 汪欢, 李智, 郭旦萍, ,可分级小波包变换的纹理描述方法, 200910024348.3.
[3] 李智,刘贵忠, 钱学明, 杨锦春, 视频场景切换检测装置及方法, 200810118534.9.
[4] 杨锦春, 刘贵忠, 钱学明, 李智,视频字幕信息提取装置及方法, 200910081051.0.
[5]钱学明,汪欢,在用户浏览网络图像中添加图标广告的方法,专利申请号:201110054991.8, 申请日期2011-03-08.

 

 

发表论文

 
2015
X. Yang, X. Qian*, Y. Xue, “Scalable Mobile Image Retrieval by Exploring Contextual Saliency”, IEEE Trans. Image Processing, vol.24, no.6, 2015, pp.1709-1721.
Y. Gu, X. Qian*, Q. Li, M. Wang, R. Hong, Q. Tian, “Image Annotation by Latent Community Detection and Multi-Kernel Learning”, IEEE Trans. Image Processing, vol.x, no.y, 2015, pp.xx-yy. in press.
S. Jiang, X. Qian*, J. Shen, T. Mei, Y. Fu, “Travel Recommendation via Author Topic Model based Collaborative Filtering”, IEEE Trans. Multimedia, 2015, vol.17, no.6, pp.907-918.
G. Zhao, X. Qian*, “Service Objective Evaluation via Exploring Social Users’ Rating Behaviors”, In Proc. BigMM, 2015, pp.228-235.
G. Zhao, X. Qian*, “Prospects and Challenges of Deep Understanding Social Users and Urban Services ”, In Proc. BigMM, 2015, pp.16-19. 
Y. Zhao, X. Qian*, “Spatial Constraint for Image Location Estimation”, In Proc. ICMR, 2015, pp.xx-yy.
X. Qian, D. Lu, and X. Liu, “Image Retrieval by User-Oriented Ranking”, In Proc. ICMR, 2015, pp.xx-yy. 
  
 
2014
X. Qian, Y. Xue, Y. Tang, X. Hou, T. Mei, “Landmark Summarization with Diverse Viewpoints”, IEEE Trans. Circuits and Systems for Video Technology, 2014, online.
X. Ma, H. Song, X. Qian, “Robust Framework for Single-Frame Face Superresolution Across Head Pose, Facial Expression, and Illumination Variations”, IEEE Trans. Human-Machine System, 2014, online.
X. Yang, X. Qian, T. Mei, "Learning Salient Visual Word for Scalable Mobile Image Retrieval", Pattern Recognition, 2014, online.
S. Jiang, X. Qian, J. Shen, T. Mei, “Travel Recommendation via Author Topic Model based Collaborative Filtering”, In Proc. MMM, 2015, pp.xx-yy.
Y. Zhao, X. Qian, T. Mu, “Image Taken Place Estimation via Geometric Constrained Spatial Layer Matching”, In Proc. MMM, 2015, pp.xx-yy.
K. Lan, X. Qian, “Social Image Aesthetic Measurement based on 3D Reconstruction”, In Proc. ICIMCS, 2014, pp.xx-yy.
X. Liu, X. Qian, et al., “Personalized Tag Recommendation for Flickr Users”, In Proc. ICME, 2014, pp.xx-yy.
X. Yang, L. Liu, X. Qian, et al, “Mobile Visual Search via Hierarchical Sparse Coding”, In Proc. ICME, 2014, pp.xx-yy.
J. Li, X. Qian, Q. Li, et al., “Ming Near Duplicate Image Groups”, Multimedia Tools and Applications, vol.xx, no.y, 2014, pp.xx-xx. .
X. Yang, X. Qian, “Spatial Verification for Scalable Mobile Image Retrieval”, ACM CIKM, vol.xx, no.y, 2014, pp.xx-xx. Accepted.
 
 
 2013
X. Qian, H. Feng, G. Zhao, and T. Mei, “Personalized Recommendation Combining User Interest and Social Circle”, IEEE Trans. Knowledge and Data   Engineering, vol.x, no.y, 2013, pp.xx-yy. Accepted
X. Qian, X. Hua, Y. Tang, and T. Mei, “Social Image Tagging with Diverse Semantics”, IEEE Trans. Cybernetics, vol.x, no.y, 2013, pp.xx-yy. Accepted
J. Li, X. Qian*, Y. Tang, L. Yang, and T. Mei, “GPS estimation for places of interest from social users’ uploaded photos”, IEEE Trans. Multimedia 2013.
X. Hou, Jing Yang, G. Jiang, and X. Qian*, “Sparse representation and compression of complex SAR images using directional lifting wavelet transform”, IEEE Trans.Geoscience and Remote Sensing, vol.51, no.1, 2013, pp.527-538.
X. Qian, Y. Tang, Z. Yan, and K., “ISABoost: A weak classifier inner structure adjusting based adaboost algorithm - ISABoost based application in scene categorization”, Neurocomputing, vol.103, 2013, pp.104-113.
X. Qian, X. Liu, C. Zheng, Y. Du, and X. Hou, “Tagging photos using users’ vocabularies”, Neurocomputing, vol.111, 2013, pp.144-153.
H. Feng, and X. Qian*, “Mining User-Contributed Photos for Personalized Product Recommendation”, Neurocomputing, accepted.
Y. Du, Feng Chen, Wenli Xu, and X. Qian*, “Video content categorization using the double decomposition”, Multimedia Tools and Applications, vol.66, no.3, 2013, pp.545-572.
L. Ke, Z. Xu, Z. Feng, and X. Qian. Proportion based robust optimization and team orienteering problem with interval data. European Journal of Operational Research,vol.2226,no.1,2013,pp.19-31.
X. Hou, L. Zhang, C. Gong, L. Xiao, J. Sun, X. Qian, “SAR image Bayesian compressive sensing exploiting the interscale and intrascale dependencies in directional lifting wavelet transform domain” Neurocomputing, accepted.
Q. Li, Y. Gu, and X. Qian*, “LCMKL: Latent-community and multi-kernel learning based image annotation”, ACM CIKM 2013.
H. Feng, and X. Qian*, “Recommendation via user’s personality and social contextual”, ACM CIKM 2013.
H. Feng, and X. Qian*, “Recommend Social Network Users Favorite Brands”, PCM 2013.
Y. Xue, X. Qian*, and B. Zhang, “Mobile image retrieval using multi-photos as query”, In Proc. ICME, 2013, pp.xx-yy.
S. Jiang, X. Qian*, Y.Xue, F. Li and X. Hou, “Generating Representative Images for Landmark by Discovering High Frequency Shooting Locations from Community-Contributed Photos”, In Proc. ICME, 2013, pp.xx-yy.
S. Jiang, X. Qian*, T. Mei, K. Lan, and L. Zhang, “Mobile multimedia travelogue generation by exploring geo-locations and image tags”, In Proc. ISCAS, 2013, pp.881-884.
J. Li, X. Qian*, Y. Tang, L. Yang, and C. Liu, “GPS estimation from users’ photos”, In Proc. MMM 2013, pp.118-129.
G. Zhao, X. Qian*, and H. Feng, “Personalized Recommendation by Exploring Social Users’ Behaviors”, In Proc. MMM 2014.

2012
 X. Qian, X. Hou, Y. Tang, H. Wang, and Z. Li, “Hidden Conditional Random Fields based Soccer Video Events Detection”, IET Image Processing, vol.6, no.9, 2012, pp.1338-1347.
X. Qian, and H. Wang, “Video Text Detection and Localization in Intra-Frames of H.264/AVC Compressed Video”, Multimedia Tools and Applications, June 2012.
X. Qian, H. Wang, G. Liu, and X. Hou, “HWVP: Hierarchical Wavelet Packet Texture Descriptors and Their Applications in Scene Categorization and Semantic Concept Retrieval”, Multimedia Tools and Applications, May 2012.
X. Qian, and G. Liu, “An Effective GM/LM Based Video Error Concealment”, Signal Image and Video Processing, 2012, vol.6,no.1, pp.9-17.
X. Qian, H. Wang, G. Liu, and X. Hou, “HMM Based Soccer Video Event Detection Using Enhanced Mid-Level Semantic”, Multimedia Tools and Applications, vol.60, no.1, 2012,pp.233-255.
X. Qian, X. Hua, and X. Hou, “Tag Filtering based on Similar Compatible Principle”, In Proc. ICIP, 2012,pp. 2349-2352.
Y. Xue, and X. Qian, “Visual Summarization of Landmarks via Viewpoint Modeling”, In Proc. ICIP, 2012, pp.2873-2876.
蒋舒卉, 钱学明, “一种重要区域重采样的人脸检索方法”, 西安交通大学学报,2012.
 
2011
X. Qian, H. Wang, G. Liu, and X. Hou, “HMM Based Soccer Video Event Detection Using Enhanced Mid-Level Semantic”, Multimedia Tools and Applications, 2011. (online)
X. Qian, X. Hua, “Graph-Cut based Tag Enrichment”, in Proc. SIGIR 2011,pp.1111-1112.
X. Qian, X. Hua, P. Chen, and L. Ke, “PLBP: An Effective Local Binary Patterns Texture Descriptor with Pyramid Representation”, Pattern Recognition, 2011, vol.44, pp. 2502-2515.
Z. Li, G. Liu, X. Qian, D. Guo, and H. Jiang, “Effective and Efficient Video Text Extraction Using Key Text Points”, IET Image Processing, 2011, vol.5, no.8, pp.671-683.
X. Qian, Z. Yan, and K. Hang, “Boosted Scene Categorization Approach by Adjusting Inner Structures and Outer Weights of Weak Classifiers”, in Proc. MMM, 2011, pp.413-423.
 
2010
X. Qian, G.Liu, Z. Li, Z. Wang, and H. Wang “Highlight Events Detection in Soccer Video using HCRF”, in Proc. ICIMCS, 2010,pp.171-174.
X. Qian, and G.Liu, “An Effective GM/LM Based Video Error Concealment”, Signal Image and Video Processing, 2010.
H. Wang, X. Qian, and G.Liu, “Inter Mode Decision Based on Just Noticeable Difference Profile”, in Proc. ICIP 2010.
X. Qian, H. Wang, G.Liu, Z. Li, and Z. Wang, “Soccer Video Event Detection by Fusing Middle Level Visual Semantics of an Event Clip”, in Proc. PCM 2010.
X. Qian, Z. Yan, K, Hang, G.Liu, H. Wang, Z. Wang and Z. Li, “Scene Categorization Using Boosted Back-Propagation Neural Networks”, in Proc. PCM 2010.
Z. Wang, G.Liu, Y. Ma, X. Qian, and Y. Yang, “An Improved Fusion Method Based on Adaboost Algorithm for Semantic Concept Extraction”, in Proc. ICIMCS, 2010, pp.19-22.
Z. Wang, G.Liu, X. Qian, and D. Guo, “An Approach to the Compact and Efficient Visual Codebook Based on SIFT Descriptor”, in Proc. PCM 2010.
Z. Li, G. Liu, X. Qian, C. Wang, Y. Ma and Y. Yang, “A Video Text Detection Method based on Key Text Points”, PCM2010.
Z. Li, G.Liu, X. Qian, and C.Wang, “Scale and Rotation Invariant Gabor Texture Descriptor for texture Classification”, in Proc. VCIP2010.
王喆,刘贵忠,钱学明, “基于H.264/AVC压缩域信息的全局运动估计方法,” 电子学报, 2010.
 
2009
X. Qian, G. Liu, and H. Wang.Recovering Connected Error Region Based on Adaptive Error Concealment Order Determination. IEEE Trans. Multimedia, vol.11, no.4, pp.683-695, 2009.
X. Qian, G. Liu, D. Guo, Z. Li, Z. Wang, and H. Wang, “Object Categorization using Hierarchical Wavelet Packet Texture Descriptors,” in Proc. ISM 2009, pp.44-51.
L. Sun, G. Liu, X. Qian, and D. Guo, “A Novel Text Detection and Localization Method Based on Corner Response,” in Proc. ICME 2009.
Z. Li, G. Liu, H. Jiang, and X. Qian, “Image Copy Detection Using a Robust Gabor Texture Descriptor,”in Proc. ACMLSMM 2009.
Y. Li, G. Liu, and X. Qian, “Ball and Field Line Detection for Placed Kick Refinement,”in Proc. WRI Global Congress on Intelligent Systems, GCIS 2009.
王喆,刘贵忠,钱学明, “基于H.264/AVC压缩域信息的全局运动估计方法,”in Proc. HHME 2009.
 
2008
X. Qian, G. Liu, and H. Wang, “GMLM based Error Concealment for MPEG-4 Video Transmission over High Lossy and Noisy Networks,” IIHMSP, 2008.
N. Nan, G. Liu, X. Qian, and C. Wang, “An SVM-Based Soccer Video Shot Classification Scheme Using Projection Histograms,” in Proc. PCM 2008.
H. Jiang, G. Liu, X. Qian, et al., “A Fast and Effective Text Tracking in Compressed Video,” in Proc. ISM 2008.
 
2007
X. Qian, G. Liu, H. Wang, R. Su, “Text detection, localization, and tracking in compressed video,” Signal Processing: Image Communication, vo.22, pp.752-768, 2007.
X. Qian, G Liu, “Global motion estimation from randomly selected motion vector groups and GM/LM based applications,” Signal, Image and Video Processing, 2007, pp.179-189.
X. Qian, G. Liu, and H. Wang, “Texture based Selective Block Matching Algorithm for Error Concealment,” in Proc. ICME, 2007, pp.739-742.
 
2006
X. Qian, G. Liu, R. Su, “Effective Fades and Flashlight Detection Based on Accumulating Histogram Difference,” IEEE Trans. Circuits and Systems for Video Technology. vol.16, no.10, pp.1245-1258, 2006.
X. Qian, G. Liu, “Text Detection, Localization and Segmentation in Compressed Videos,” in Proc. ICASSP, 2006, vol.2, pp.385-388.

钱学明,刘贵忠, “基于GA的压缩域中全局运动估计及在字幕遮挡区域恢复中的应用,”电子学报, vol.34, no.10, pp.1920-1924, 2006.

 

联系方式

Add: 西安市咸宁西路28号电信学院西一楼539
Email:
qianxm@mail.xjtu.edu.cn