樊彬

中国科学院自动化研究所

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  • 樊彬
  • 副研究员
简 历:

研究领域:计算机视觉、模式识别、图像处理

个人简历: 2006年获北京化工大学工学学士学位,2011年获中国科学院自动化研究所工学博士学位。2011年起在中国科学院自动化研究所模式识别国家重点实验室工作至今,先后担任助理研究员、副研究员。2015年至2016年在瑞士洛桑联邦理工大学(EPFL)从事访问研究。

樊彬博士主要从事计算机视觉、模式识别与图像处理方面的研究工作,已在国际权威期刊及学术会议上发表论文30余篇,获得国家发明专利授权6项。他已经主持或正在承担国家级项目4项、省部级项目1项、企业合作项目2项,作为技术骨干参与多项国家自然科学基金重点项目与重大研究计划项目。现担任国际电气电子工程师学会(IEEE)高级会员、中国计算机学会计算机视觉专业委员会委员、中国人工智能学会模式识别专业委员会委员、中国自动化学会模式识别与机器智能专业委员会委员。应邀担任国际SCI期刊Neurocomputing的编委(editor)、2016年IEEE冬季计算机视觉应用会议领域主席(Area Chair)、领域内顶级会议ICCV/CVPR/ECCV的程序委员会委员,此外还长期担任30多个国际知名期刊的审稿人。

学术任职: IEEE高级会员 Neurcomputing期刊编辑 中国计算机学会计算机视觉专业委员会 委员(2016-今) 中国人工智能学会模式识别专业委员会 委员(2016-今) 中国自动化学会模式识别与机器智能专业委员会 委员(2016-今) IEEE Winter Conference on Applications of Computer Vision (WACV 2016) 领域主席(Area Chair)

学术成就:

Book 1.Bin Fan, Zhenhua Wang, and Fuchao Wang. 'Local Image Descriptor: Modern Approaches'. Springer, 2015.

Journal 1.Kun Ding, Bin Fan, Chunlei Huo, Shiming Xiang, and Chunhong Pan. 'Cross-Modal Hashing via Rank-Order Preserving'. IEEE Transactions on Multimedia (IEEE TMM), 19(3): 571-585, 2017. 2.Kun Ding, Chunlei Huo, Bin Fan*, Shiming Xiang, and Chunhong Pan. 'In Defense of Locality-Sensitive Hashing'. IEEE Transactions on Neural Network and Learning System (IEEE TNNLS), 2016. 3.Zisha Zhong, Bin Fan, Kun Ding, Haichang Li, Shiming Xiang, and Chunhong Pan. 'Efficient Multiple Feature Fusion with Hashing for Hyperspectral Imagery Classification: A Comparative Study'. IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 54(8): 4461-4478, 2016. 4.Zhenhua Wang, Bin Fan*, Gang Wang, and Fuchao Wu. 'Exploring Local and Overall Ordinal Information for Robust Feature Description'. IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 38(11): 2198-2211, 2016. 5.Wei Sui, Lingfeng Wang, Bin Fan, Hongfei Xiao, Huaiyu Wu, and Chunhong Pan. 'Layer-wise Floorplan Extraction for Automatic Urban Building Reconstruction'. IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 22(3): 1261-1277, 2016. 6.Bin Fan, Qingqun Kong, Tomasz Trzcinski, Zhiheng Wang, Chunhong Pan, and Pascal Fua. 'Receptive Fields Selection for Binary Feature Description'. IEEE Transactions on Image Processing (IEEE TIP), 23(6): 2583-2595, 2014. 7.Feiyun Zhu, Ying Wang, Bin Fan, Shiming Xiang, Gaofeng Meng, and Chunhong Pan. 'Spectral Unmixing via Data-guided Sparity'. IEEE Transactions on Image Processing (IEEE TIP), 23(12): 5412-5427, 2014. 8.Bin Fan, Fuchao Wu, and Zhanyi Hu, 'Rotationally Invariant Descriptors using Intensity Order Pooling', IEEE Transaction on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 34(10): 2031-2045, 2012. 9.Bin Fan, Fuchao Wu, and Zhanyi Hu, 'Robust Line Matching through Line-point Invariants', Pattern Recognition (PR), 45(2): 794-805, 2012.

Conference 1.Yurun Tian, Bin Fan, and Fuchao Wu. L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space. In Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’2017), 2017. 2.Kun Ding, Chunlei Huo, Bin Fan, and Chunhong Pan. 'kNN Hashing with Factorized Neighborhood Representation'. In Proceedings of International Conference on Computer Vision(ICCV’2015), 2015. 3.Yanhong Bi, Bin Fan, and Fuchao Wu. 'Beyond Mahalanobis Metric: Cayley-Klein Metric Learning'. In Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’2015), 2015. 4.Feiyun Zhu, Bin Fan, Xinliang Zhu, Ying Wang, Shiming Xiang, and Chunhong Pan. 10,000+ Times Accelerated Robust Subset Selection (ARSS). The Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI'2015), 2015. 5.Zhenhua Wang, Bin Fan, and Fuchao Wu. 'Affine Subspace Representation for Feature Description'. In Proceedings of the European Conference on Computer Vision (ECCV'2014), 2014. 6.Zhenhua Wang, Bin Fan, and Fuchao Wu, “Local Intensity Order Pattern for Feature Description”, In Proceedings of International Conference on Computer Vision (ICCV’2011), 2011. 7.Bin Fan, Fuchao Wu, and Zhanyi Hu, “Aggregating Gradient Distributions into Intensity Orders: A Novel Local Image Descriptor”, In Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’2011), 2011. 8.Bin Fan, Fuchao Wu, and Zhanyi Hu, “Line Matching Leveraged by Point Correspondences”, In Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’2010), 2010.

在研项目: 1.大规模二进制特征描述子的快速匹配方法研究 2.匹配问题中的特征学习 3.图像特征描述与匹配 4.大规模图像检索关键技术研究 5.图像跟踪器

社会任职:研究方向:承担科研项目情况:代表论著:获奖及荣誉: