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跨媒体计算
跨媒体计算研究组
简介

2013.9 至今   中国科学院计算技术研究所  前瞻研究实验室 跨媒体计算课题组,副研究员

              2016年赴新加坡国立大学访学一年,在计算机学院首任院长Prof. Chua指导下,参与国际图像检索大赛并获奖,获邀做院级报告;

              2014年获北京市科学技术一等奖;

2009.9-2013.7  中国科学院计算技术研究所  前瞻研究实验室 跨媒体计算课题组,助理研究员

                2012年获中科院计算所“学术百星”称号;

                2012年获国家自然科学基金面上项目资助(61271428);

              2012年获得移动计算与新型终端北京市重点实验室优秀论文一等奖;

              2011年获中国科学院“优秀共产党员”称号;

              2010年获国家自然科学基金青年项目资助(61003163);

              2009年获国际视频检索评测大赛拷贝检测任务总成绩第一名;

2004.9-2009.7  中国科学院计算技术研究所  前瞻研究实验室 跨媒体计算课题组,硕博连读

              2008年荣获中科院计算所“所长优秀奖”奖学金;(<2%)

              2007年荣获中科院计算所“优秀学生干部”称号;(<2%)

              博士在读期间每年均荣获中科院“三好学生”称号;(<10%)

              连年获得计算所“优秀RA (Research Assistant,研究助理)”奖励;(<10%)


主要论文:


Ke Gao, Yongdong Zhang, Shouxun Lin, et al. Visual stem mapping and geometric tense coding for augmented visual vocabulary. IEEE Conference on Computer Vision and Pattern Recognition.2012 (CVPR, 计算机视觉国际顶级会议, rank1)


Xishan Zhang,Ke Gao,Task-Driven Dynamic Fusion: Reducing Ambiguity in Video   Description. CVPR, 2017. (CVPR, 计算机视觉国际顶级会议, rank1)


Zawlin Kyaw,Shuhan Qi,Ke Gao,Hanwang Zhang,Luming Zhang,Jun Xiao,Xuan Wang, Tat-seng Chua,Matryoshka Peek: Towards Learning Fine-grained, Robust, Discriminative Features for Product Search,IEEE Trans. on MultiMedia,2017. (已录用,IEEE Trans. on MM,本领域顶级国际期刊,SCI)


Xishan Zhang,Jia Jia,Ke Gao,Yongdong Zhang,Jintao Li,Jianshe Zhou,Qi Tian,Trip Outfits Advisor: Location-Oriented Clothing Recommendation,IEEE Trans. on MultiMedia,2017. (已录用,IEEE Trans. on MM,本领域顶级国际期刊,SCI)


Hongtao Xie, Ke Gao, Yongdong Zhang, Sheng Tang, Jintao Li, Yizhi Liu, Efficient Feature  Detection and Effective Post-Verification for Large Scale Near-Duplicate Image Search, IEEE Transactions on Multimedia, 13(6), pp 1319 -1319. 2011. (IEEE Trans. on MM,本领域顶级国际期刊,SCI)


Ke Gao, Yongdong Zhang, Dongming Zhang, Shouxun Lin. Accurate off-line query expansion for large-scale mobile visual search. Signal Processing.2012. (SCI期刊, IF=1.851)


Ke Gao, Yongdong Zhang, Wei Zhang, Shouxun Lin. Mining concise and distinctive affine- stable features for object detection in large corpus. International Journal of Computer Mathematics, 88(18),pp3953-3953, 2011. (SCI期刊)


Ke Gao, Yongdong Zhang, Wei Zhang, Shouxun Lin, Affine Stable Characteristic based Sample Expansion for Object Detection, ACM International Conference on Image and Video Retrieval, 2010. (CIVR, 多媒体检索国际著名会议,Oral)


Ke Gao, Shouxun Lin, Yongdong Zhang, Sheng Tang. Logo Detection based on Spatial-Spectral Saliency and Partial Spatial Context, IEEE International Conference on Multimedia and Expo, 2009.(ICME, EI检索)


Ke Gao, Shouxun Lin, Yongdong Zhang, Sheng Tang, Object Retrieval Based On Spatial Frequent Items with Informative Patches, 2008. (ICME, EI检索)


Junhai Xia, Ke Gao, Dongming Zhang, Zhendong Mao. Geometric context-Preserving Progressive Transmission in Mobile Visual Search. International Conference on Multimedia. 2012. (ACM MM, 本领域顶级会议,EI检索)


Zhendong Mao, Yongdong Zhang, Ke Gao, Dongming Zhang.A Method for Detecting Salient Regions Using Integrated Features.ACM Multimedia.2012. (ACM MM, EI检索)


Zhang Wei, Ke Gao, Zhang, Yongdong, Li, Jintao, Efficient approximate nearest neighbor search with integrated binary codes, ACM Multimedia,2011.(ACM MM, EI检索)


Xie, Hongtao, Ke Gao, Zhang, Yongdong, Li, Jintao, Ren, Huamin, Common visual pattern discovery via graph matching, ACM Multimedia, 2011. (ACM MM, EI检索)


Wei Zhang, Ke Gao, Yongdong Zhang, Jintao Li, Data-Oriented Locality Sensitive Hashing , ACM International Conference on Multimedia, 2010. (ACM MM, EI检索)

授权及申请专利:

一种基于聚类的图像查询方法,授权专利号:ZL200610171519.1.

 一种基于显著区域的图像查询方法,授权专利号:ZL0610171520.4.

 图像特征点提取和实现方法、图像拷贝检测方法及其系统,授权专利号:ZL200910237737.4

 基于分布熵的局部敏感哈希高维索引方法,专利申请号:201110443604X.

 一种基于代表性局部模式的图像指纹提取方法及系统,授权专利号:CN201510241287.1

一种基于颜色对比度的局部区域检测子提取方法及系统,授权专利号:CN201510243968.1


研究方向