Basic Information

     2004.9~2008.1在西安交通大学攻读博士学位
     2006 年获微软学者
     2008年3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月起任教于西安交通大学电信学院信息与通信工程系
     2009年获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        
  

                                    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委， 科技部重点研发计划评委，陕西省科技奖评委，

                                    陕西省创业创新大赛评委，陕西省科技项目评委，云南省创业创新大赛评委                              
                                    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                                    
                                    
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

            人工智能与计算机视觉

 

 

更多信息参见：    http://www.smiles-xjtu.com/

                 

Main Responsibility

----------------------2020----------------------------

上海箱云物流科技有限公司，基于图像识别的智能集装箱验箱，负责人，2020.7.1-2020.10.31. 

西安深蓝电工技术有限公司，基于图像分析的桥梁振幅观测系统研制，负责人，2020.7.1-2020.10.31. 

XX研究所，基于智能硬件的SAR目标检测，参与，2020.7.1-2020.10.31. 

 

----------------------2019----------------------------

山东新北洋，基于人工智能的商品识别，负责人，2019.5.20-2019.12.31. 

XXXXX，XXX智能核心技术及其发展路径研究，负责人，2019.10.1-2020.12.31. 

艾耕，基于AI的自然语言处理技术，负责人，2019.12.20-2020.12.31.

亿阳信通，基于AI的无线网优服务，负责人，2019.12.20-2020.12.31. 

 杭州柯西公司，基于视觉的垃圾分类方法，负责人，2018.5-2018.10.

 

 ----------------------2018----------------------------

XXXXX，XXX智能技术发展研究，负责人，2018.4.15-2018.10.31.

Microsoft Research Asia, Food recognition and health management for standardized canteen, 负责人，2018.12-2019.12.

西安普睿泰信息科技有限公司,大数据服务推荐项目（网络爬虫、文本分析）, 负责人，2018.6.1-2018.10. 

腾讯公司，新闻配图（基于学习的图文匹配），负责人，2018.6.1-2019.5. 

陕西西驱电子科技有限公司，图像识别数据处理系统（基于AI的智慧管廊运维），负责人，2018.5-2018.10.

XX，基于视觉的智慧工地安全预警，负责人，2018.5-2018.10.

 

----------------------2017----------------------------

国家自然科学基金面上项目,基于对象的监控视频检索方法研究, 负责人，2018.1-2021.12. No. 61772407

国家自然科学基金重点项目, 面向复杂查询的异质媒体搜索, 子课题负责人，2018.1-2022.12. No.61732008

热工院合作项目，智能化颗粒物分析装置大数据分析软件设计与开发，负责人，2017.9-2017.12.。

 

----------------------2016----------------------------

腾讯公司，“新闻、视频封面生成方法研究”，负责人，2016.11，

宇航动力学重点实验室，“基于光学图像目标卫星三维重构方法研究”，负责人，，2016.3~2016.12

亿阳信通集团股份有限公司，“以图搜图算法”，负责人，016.3~2016.12

Microsoft Research Asia, Learning salient feature to enhance the mobile image retrieval， 负责人，2016.3-2016.12.

中美计算机科学研究中心, 社会网络媒体分析与检索， 负责人，2016.3-2016.12.

广东省科技厅，基于媒体大数据的景点及位置相关服务推荐，负责人，2016.1-2016.12.

中电54所，基于无人机的环境重构，参与人，

中车集团，音视频编码、调制、解调器，参与人

中车集团，液晶屏控制器，参与人

 

----------------------2015及其之前----------------------------

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.

  

Educational Experience

已授权专利

[1]. 钱学明,韩振,张宇奇,邹屹洋,侯兴松，一种卷积神经网络特征融合的多尺度快速人脸检测方法，申 请 号：2018102767957，申 请 日：2018-03-30

[2]. 钱学明，周澎，一种以图快速检索景点的方法及导游系统，201611066278.4,授权2019年11月29日

[3]. 钱学明*，杨锡玉，从多相关图片中挖掘显著特征实现图像检索的方法，201510397208.6,申请日期2015-7-8,授权日期：2018-04-17

[4]. 钱学明*，赵一斯，一种基于区域挖掘和空间编码的图像位置估计方法，20150202266.9,申请日期2015-4-24，授权日期2018-3-2

[5] 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.

 

 

Work Experience

 

2020录用

Yuxia Wu, Ke Li, Guoshuai Zhao, Xueming Qian*, “Personalized Long- and Short-term Preference Learning for Next POI Recommendation,” IEEE Trans. Knowledge and Data Engineering, (2020)，DOI: 10.1109/TKDE.2020.3002531

Guoshuai Zhao, Zhidan Liu, Yulu Chao, Xueming Qian*, “CAPER: Context-Aware Personalized Emoji Recommendation,” IEEE Trans. Knowledge and Data Engineering, (2020)，DOI:10.1109/TKDE.2020.2966971

Guoshuai Zhao, Peiliang Lou, Xueming Qian*, Xingsong Hou, “Personalized Location Recommendation by Fusing Sentimental and Spatial Context,” Knowledge-Based Systems, 196: 105849 (2020).

Xueming Qian*, Yuxia Wu, Mingdi Li, Yayun Ren, Shuhui Jiang, Zechao Li, “LAST: Location-Appearance-Semantic-Temporal Clustering based POI Summarization,” IEEE Trans. Multimedia, xx(xx): xx-xx(2020). DOI: 10.1109/TMM.2020.2977478

Ke Li, Yuxia Wu, Yao Xue, Xueming Qian*, “Viewpoint Recommendation Based on Object Oriented 3D Scene Reconstruction,” IEEE Trans. Multimedia, xx(xx): xx-xx(2020).

Yuanzhi Liang, Xueming Qian*, Li Zhu, "Towards Better Railway Service: Passengers Counting in Railway Compartment"  IEEE Trans. Circuits and Systems for Video Technology,xx(xx): xx-xx(2020).

Hongjia Zhai, Shenqi Lai, Hanyang Jin, Xueming Qian*, Tao Mei, "Deep Transfer Hashing for Image Retrieval"  IEEE Trans. Circuits and Systems for Video Technology,xx(xx): xx-xx(2020).DOI: 10.1109/TCSVT.2020.2991171.

Luo Wang, Xueming Qian*, Yuting Zhang, Jialie Shen, Xiaochun Cao, Enhancing Sketch-based Image Retrieval by CNN Semantic Re-ranking, IEEE Trans. Cybern. 50(7): 3330-3342 (2020)

Xuxiao Bu, Jihua Zhu, Xueming Qian, Personalized product search based on user transaction history and Hypergraph learning, Multimedia Tools and Applications, 2020.

Bu Xuxiao Li, Bingfeng; Wang, Yaxiong; Zhu, Jihua; Qian, Xueming; Zhao, Marco, Semantic Gated Network for Efficient News Representation, ICMR, 2020: 251-255.

 

 

2019录用

Luo Wang, Xueming Qian*, Xingjun Zhang, Xiongsong Hou, Sketch-based Image Retrieval with Multi-clustering Re-ranking, IEEE Trans. Circuits and Systems for Video Technology, 2020, vol.xx, no.xx, pp.xx-xx. DOI: 10.1109/TCSVT.2019.2959875

Cheng Kang, Li Zhu, Xueming Qian*, Junwei Han, Meng Wang, Yuan Yan Tang, Geometry and Topology Preserving Hashing for SIFT Feature, IEEE Trans. Multimedia, vol.26, no.6, pp.1563-1576,2019.

Xiaoxia Shi, Xueming Qian*, Exploring Spatial and Channel Contribution for Object based Image Retrieval, Knowledge-Based Systems, 164: 107-121 (2019).

Xueming Qian*, Mingdi Li, Yayun Ren, Shuhui Jiang, Social Media based Event Summarization by User-Text-Image Co-clustering, Knowledge-Based Systems, 164: 107-121 (2019).

Guoshuai Zhao, Xiaojiang Lei, Xueming Qian*, Tao Mei：Exploring Users’ Internal Influence from Reviews for Social Recommendation. IEEE Trans. Multimedia, 21(3): 771-781 (2019).

G. Zhao, H. Fu, R. Song, T. Sakai, Z. Chen, X. Xie, Xueming Qian*, Personalized Reason Generation for Explainable Song Recommendation. ACM TIST, 10(4):41:1-41:21 (2019)

Yaxiong Wang, Lin Ma, Xueming Qian, Hao Yang, Jing Lu, Biao Li, Xin Fan，Position Focused Attention Network for Image-Text Matching, IJCAI2019, pp.3792-3798.

Yuanzhi Liang, Yalong Bai, Wei Zhang, Xueming Qian, Li Zhu, Tao Mei: VrR-VG: Refocusing Visually-Relevant Relationships, ICCV 2019: 10402-10411.

Yuanzhi Liang, Yalong Bai, Wei Zhang, Xueming Qian, Li Zhu, Tao Mei: Rethinking Visual Relationships for High-level Image Understanding. CoRRabs/1902.00313 (2019)

Yuxia Wu, Guoshuai Zhao, and Xueming Qian, Long- and Short-term Preference Learning for Next POI Recommendation,CIKM2019, pp.2301-2304.

 

 

2018录用

Yaxiong Wang, Li Zhu, Xueming Qian*, Junwei Han:Joint Hypergraph Learning for Tag-Based Image Retrieval. IEEE Trans. Image Processing27(9): 4437-4451 (2018).

Hanyu Wang, Ping Wang, Xueming Qian*: MPNET: An End-to-End Deep Neural Network for Object Detection in Surveillance Video.IEEE Access 6: 30296-30308 (2018).

Xueming Qian*, Cheng Li, Ke Lan, Xingsong Hou, Zhetao Li, Junwei Han：POI Summarization by Aesthetics Evaluation from Crowd Source Social Media. IEEE Trans. Image Processing 27(3): 1178-1189(2018).

Zan Chen, Xingsong Hou, Xueming Qian, Chen Gong:Efficient and Robust Image Coding and Transmission Based on Scrambled Block Compressive Sensing. IEEE Trans. Multimedia 20(7): 1610-1621 (2018).

Rong Quan, Junwei Han, Dingwen Zhang, Feiping Nie, Xueming Qian*, Xuelong Li:Unsupervised Salient Object Detection via Inferring From Imperfect Saliency Models.IEEE Trans. Multimedia 20(5): 1101-1112 (2018).

Fan Li, Fu Shuang, Ziyi Liu, Xueming Qian:A Cost-Constrained Video Quality Satisfaction Study on Mobile Devices. IEEE Trans. Multimedia 20(5): 1154-1168 (2018).

Guoshuai Zhao, Tianlei Liu, Xueming Qian*, Tao Hou, Huan Wang, Xingsong Hou, Zhetao Li：Location Recommendation for Enterprises by Multi-Source Urban Big Data Analysis. IEEE Trans. Services Computing, x(x): xx-xx(2018) online.

 

2017录用

Xueming Qian, Xiaoqiang Lu, Junwei Han, Bo Du：On Combining Social Media and Spatial Technology for Personalized Recommendation. Proceedings of the IEEE 105(10): 1937-1952(2017).

Xueming Qian, Dan Lu, Yaxiong Wang, Li Zhu, Yuanyan Tang, Meng Wang：Image Re-ranking based on Topic Diversity. IEEE Trans. Image Processing 26(8): 3734-3747 (2017)

Xueming Qian, Huan Wang, Yisi Zhao, Xingsong Hou, Richang Hong, Meng Wang, Yuan Yan Tang: Image Location Inference by Multisaliency Enhancement. IEEE Trans. Multimedia 19(4): 813-821 (2017)

Guoshuai Zhao, Xueming Qian, Chen Kang: Service Rating Prediction by Exploring Social Mobile Users' Geographical Locations. IEEE Trans. Big Data 3(1): 67-78 (2017)

Yao Xue, Xueming Qian: VEHICLE DETECTION AND POSE ESTIMATION BY PROBABILISTIC REPRESENTATION. ICIP 2017, pp.3355-3359.

 

2016录用

Guoshuai Zhao, Xueming Qian*, Xiaojiang Lei, Tao, Mei, “Service Quality Evaluation by Exploring Social Users' Contextual Information,” IEEE Trans. Knowledge and Data Engineering, 28(12): 3382-3394 (2016).

Xiaojiang Lei, Xueming Qian*, Guoshuai Zhao, “Rating Prediction based on Social Sentiment from Textual Reviews,” IEEE Trans. Multimedia, 2016, vol.18, no.9, pp.1910-1921.

Dan Lu, Xiaoxiao Liu, Xueming Qian*, “Tag based Image Search by Social Re-Ranking,” IEEE Trans. Multimedia, 2016, vol.18, no.8, pp.1628-1639.

Guoshuai Zhao, Xueming Qian*, Xing Xie, “User-Service Rating Prediction by Exploring Social Users’ Rating Behaviors,” IEEE Trans. Multimedia, 2016, vol.18, no.3,pp.496-506. 入选2017年度ESI论文

Xueming Qian*, Xiaoxiao Liu, Xiang Ma, Dan Lu, Chengyang Xu, “What Is Happening in The Video? Annotate Video by Sentence,” IEEE Trans. Circuits and Systems for Video Technology, 2016, vol.26, no.9, pp.1746-1757.

Xueming Qian*, Xianglong Tan, Yuting Zhang, Richang Hong, Meng Wang, “Enhancing Sketch-Based Image Retrieval by Re-ranking and Relevance Feedback ”,IEEE Trans. Image Processing, vol.25, no.1, 2016, pp.195-208.

Xiwen Yao, Junwei Han, Gong Cheng, Xueming Qian, Lei Guo, “Semantic Annotation of High-Resolution Satellite Images via Weakly Supervised Learning,” IEEE Trans. Geoscience and Remote Sensing, 2016, vol.54, no.6,pp.3660-3671.

Yuting Zhang, Xueming Qian, Xianglong Tan, Junwei Han, Yuan Yan Tang, “Sketch-based Image Retrieval by Salient Contour Reinforcement,” IEEE Trans. Multimedia, 2016, vol.18, no.8,pp.1604-1615.

Shuhui Jiang, Xueming Qian*, Yun Fu, Tao Mei, “Personalized Travel Sequence Recommendation on Multi-Source Big Social Media,” IEEE Trans. Big Data, 2016, vol.1, no.2,pp.43-56.

 
2015

Xueming Qian*, Yisi Zhao, and Junwei Han, “Image Location Estimation by Salient Region Matching,” IEEE Trans. Image Processing, vol.24, no.6, 2015, pp.4348-4358.

Yun Gu, Xueming Qian*, Qing Li, Meng Wang, Richang Hong, and Qi Tian, “Image Annotation by Latent Community Detection and Multi-Kernel Learning,” IEEE Trans. Image Processing, vol.24,no.11, 2015, pp.3450-3463.

Shuhui Jiang, Xueming Qian*, Jialie Shen, Yun Fu, and Tao Mei, “Author Topic Model-Based Collaborative Filtering for Personalized POI Recommendations”, IEEE Trans. Multimedia, 2015, vol.17, no.6,pp.907-918. ESI 高引论文

Xueming Qian, Yao Xue, Yuan Yan Tang, Xingsong Hou, and Tao Mei, “Landmark Summarization with Diverse Viewpoints”, IEEE Trans. Circuits and Systems for Video Technology, vol.25, no.11, 2015, pp.1857-1869.

Xiang Ma, Huansheng Song, and Xueming Qian, “Robust Framework of Single-Frame Face Superresolution Across Head Pose, Facial Expression, and Illumination Variations,” IEEE Trans. Human-Machine Systems, 2015, vol.45, no.2, pp.238-250.

Xiyu Yang, Xueming Qian*, and Yao Xue, “Scalable Mobile Image Retrieval by Exploring Contextual Saliency,” IEEE Trans. Image Processing, vol.24, no.6, 2015, pp.1709-1721. 

Xiyu Yang, Xueming Qian*, and Tao Mei, “Learning Salient Visual Word for Scalable Mobile Image Retrieval,” Pattern Recognition, 2015, vol.48, no.10,pp.3093-3101.

Xingsong Hou, Min Han, Chen Gong, Xueming Qian: SAR complex image data compression based on quadtree and zerotree Coding in Discrete Wavelet Transform Domain: A Comparative Study. Neurocomputing 148: 561-568 (2015).

Meng Wang, Chenyang Xu, Jianguo Jiang, Xueming Qian: Image Classification Based on Low-Rank Matrix Recovery and Naive Bayes Sparse Coding. Neurocomputing 169: 110-118 (2015).

Jing Li, Xueming Qian*, Qing Li, Yisi Zhao, Liejun Wang, and Yuan Yan Tang, “Ming Near Duplicate Image Groups”, Multimedia Tools and Applications, vol.74, no.2, 2015, pp.655-669.

Jing Li, Xueming Qian*, et al., “Improved Image GPS Location Estimation by Mining Salient Features”, Signal Processing: Image Communication, vol.38, 2015, pp.141-150.

 
2014 发表

Xueming Qian, He Feng, Guoshuai Zhao, and Tao Mei, “Personalized Recommendation Combining User Interest and Social Circle”, IEEE Trans. Knowledge and Data Engineering, vol.26, no.7, 2014, pp.1487-1502. ESI 高引论文

Xueming Qian, Xian-Sheng Hua, Yuan Yan Tang, and Tao Mei, “Social Image Tagging with Diverse Semantics”, IEEE Trans. Cybernetics, vol.44, no.12, 2014, pp.2493-2508.

Xueming Qian, Huan Wang, and Xingsong Hou, “Video Text Detection and Localization in Intra-Frames of H.264/AVC Compressed Video”, Multimedia Tools and Applications, vol. 70, no.3, pp.1487-1502, 2014.

Xueming Qian, D.Guo, Huan Wang, Guizhong Liu, and Xingsong Hou, “HWVP: Hierarchical Wavelet Packet Texture Descriptors and Their Applications in Scene Categorization and Semantic Concept Retrieval”, Multimedia Tools and Applications, vol.69, no.3, pp.897-920, 2014.

He Feng, and Xueming Qian*, “Mining User-Contributed Photos for Personalized Product Recommendation”, Neurocomputing, vol.129, 2014, pp.409-420. (ESI数据库收录)

Xingsong Hou, Lan Zhang, Chen Gong, Lin Xiao, Jingqiang Sun, Xueming Qian, “SAR image Bayesian compressive sensing exploiting the interscale and intrascale dependencies in directional lifting wavelet transform domain” Neurocomputing, vol.133, 2014, pp.358-368.

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.

 

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