赵万磊 博士

计算机系 计算机视觉实验室

厦门大学信息科学与技术学院

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个人简历
  •     赵万磊于2002年7月和2005年11月先后在云南大学获得工学学士和工学硕士学位。在硕士期间,以联合培养的方式在中国科学院软件所学习一年。硕士研究生的主要方向是针对典型聚类算法的优化。他于2010年11月在香港城市大学获得哲学博士学位。博士期间的主要研究课题是大规模近似视频检索,研究也涉及视觉物体分类/检测。

        他于2011年2月赴德国凯泽斯劳腾大学(TU-KL)从事博士后研究,师从Thomas M. Breuel教授。期间主要的研究课题是针对安检采集的X光图像的危险物品识别。他于2012年7月转赴法国国家信息与自动化所(INRIA)继续做博士后,师从Herve Jegou博士和Gravier Guillaume博士。这期间研究的主要课题是,大规模图像链接生成和大规模近似图像检索。


研究兴趣

研发软件

受邀讲演
  • Large Scale Image Linking with Sim-Min-Hash, at Technicolor Research and Innovation Lab, Rennes, France.
  • Features and Matching for Image Retrieval/Linking, at City University of Hong Kong, Hong Kong.

  • 学术兼职

    审稿人: IEEE Trans. on PAMI, International Journal of Computer Vision, IEEE Trans. on Multimedia, IEEE Trans. on Image Processing, IEEE Trans. on Information Forensics and Security, Computer Vision and Image Understanding, IEEE Multimedia, Signal Processing: Image Communication

    评论员兼审稿人: Mathematical Reviews (美国数学学会期刊)

    技术顾问: Beautifeye.co (位于爱尔兰 都柏林),ODD Concepts公司(位于韩国 首尔)


    发表论文
    • Wan-Lei Zhao, Chong-Wah Ngo, Hanzi Wang: Fast Covariant VLAD, IEEE Trans. on Multimedia, to appear: 2016.

    • Jun Wang, Hanzi Wang, Wan-Lei Zhao: Affine Hull based Target Representation for Visual Tracking, Journal of Visual Communication and Image Representation, 30: 266-276, 2015.

    • Wan-Lei Zhao , Guillaume Gravier, Herve Jegou: Oriented pooling for dense and non-dense rotation-invariant features, BMVC, Aug. 2013.  

    • Wan-Lei Zhao , Herve Jegou, Guillaume Gravier: Sim-Min-Hash: An efficient matching technique for linking large image collections, ACM MM, Oct. 2013.  

    • Wan-Lei Zhao, Wonmin Byeon, Thomas M. Breuel: On the Detection and Matching of Local Structures on Less Textured Objects, VISAPP, Feb. 2013.  

    • Wan-Lei Zhao, Chong-Wah Ngo: Flip invariant SIFT for Copy and Object Detection, IEEE Trans. on Image Processing, 22(3): 2013. [Project]  

    • Xiao Wu, Chong-Wah Ngo, and Wan-Lei Zhao: Data-Driven Approaches Towards Community-Contributed Video Applications, IEEE MultiMedia, 28 Jun., 2010.  

    • Wan-Lei Zhao, Xiao Wu, and Chong-Wah Ngo: On the Annotation of Web Videos by Efficient Near-duplicate Search. IEEE Trans. on Multimedia, Vol. 12, issue 5, 2010. [Project]  

    • Wan-Lei Zhao, Chong-Wah Ngo: Scale-Rotation Invariant Pattern Entropy for Keypoint-based Near-Duplicate Detection. IEEE Trans. on Image Processing, 2009.

    •  Xiao Wu, Wan-Lei Zhao, and Chong-Wah Ngo: Near-Duplicate Keyframe Retrieval with Visual Keywords and Semantic Context. Proceedings of ACM International Conference on Image and Video Retrieval (ACM CIVR'07), Netherlands, Jul. 2007.
    •  Xiao Wu, Wan-Lei Zhao , and Chong-Wah Ngo: Efficient Near-Duplicate Keyframe Retrieval with Visual Language Models. Proceedings of IEEE International Conference on Multimedia & Expo (ICME'07), Beijing, Jul. 2007.
    •   Wan-Lei Zhao, Chong-Wah Ngo,Hung Khoon Tan, Xiao Wu: Near-Duplicate Keyframe Identification with Interest Point Matching and Pattern Learning. IEEE Trans. on Multimedia 2007.
    • Chong-Whah Ngo, Wan-Lei Zhao, Yu-Gang Jiang: Fast Tracking of Near-Duplicate Keyframes in Broadcast Domain with Transitivity Propagation. ACM Multimedia, Oct. 2006, pp.845-854.

    • Wanlei Zhao, Yu-Gang Jiang, Chong-Wah Ngo: Keyframe Retrieval by Keypoints: Can Point-to-Point Matching Help? CIVR 2006: 72-81.  


    教学经历


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