厦门大学信息科学与技术学院智能科学与技术系导师介绍：纪荣嵘

  纪荣嵘闽江学者特聘教授、博士生导师
  哥伦比亚大学 博士后研究员(2010.11-2013.06)
  研究方向: 移动视觉搜索视觉场景分析社会多媒体增强现实
  所属部门: 智能科学与技术系
  办公地址:
  厦门大学海韵园
  电子邮件:
  rrji (AT) xmu.edu.cn
  个人网址:
  http://imt.xmu.edu.cn/rrji-cn.html
  主讲课程:
  计算机视觉 (硕博研究生课程)
  视觉搜索引擎 (硕博研究生课程)
  学术兼职:
  ? 国际期刊编辑与客座编辑
  IEEE Multimedia Magazine
  Frontiers of Computer Science
  International Journal of Computer Application
  International Journal of Advanced Computer Science Application
  International Journal of Advanced Research in Artificial Intelligence
  ? 国际会议专题主席与分会主席
  Visual Communication and Image Representation 2013
  International Conference on Pervasive Computing, Signal Processing and Applications, 2011
  ACM Conference on Multimedia Modeling, 2013
  Pacific Rim Conference on Multimedia, 2012
  International Conference on Pervasive Computing, Signal Processing and Applications, 2011
  ACM International Conference on Internet Multimedia Computing and Service, 2010
  IEEE International Conference on Multimedia and Expo, 2008
  ? 特邀报告
  Research Talk, Department of Computer Science, Bristol University, 2012
  International Workshop on Computer Vision, Chinese Academy of Sciences, 2010
  Xerox Research Laboratory at Palo Alto, 2010
  HP Laboratory at Palo Alto, 2010
  Google Research at Palo Alto, 2010
  NEC Laboratory America at Palo Alto, 2010
  Doctoral Consortium, CVPR, 2010
  ? 程序委员会委员
  ICCV, 2013
  CVPR, 2013
  ECCV, 2012
  ACM Multimedia 2013
  ACM Multimedia 2012
  ACM Multimedia 2011
  以及其他20余场国际会议
  ? 期刊审稿人
  IEEE Signal Processing Magazine
  IEEE Transactions on Pattern Analysis and Machine Intelligence
  IEEE Transactions on Image Processing
  IEEE Transactions on Multimedia
  IEEE Transactions on Knowledge and Data Engineering
  IEEE Transactions on Circuits and Systems for Video Technology
  IEEE Transactions on System man and Cybernetics Part A
  IEEE Transactions on System man and Cybernetics Part B
  IEEE Transactions on System man and Cybernetics Part C
  ACM Transactions on Multimedia Computing, Communication and Application
  ACM Transactions on Information Systems
  ACM Journal of Multimedia Systems
  Pattern Recognition
  Computer Vision and Image Understanding
  Information Science
  International Journal on Visual Comm. and Image Representation
  International Journal of Multimedia
  Neurocomputing
  以及其他十余类期刊
  ? 会员
  IEEE 会员
  ACM 会员
  在研项目:
  面向视觉大数据搜索的词典学习与特征编码压缩研究，面上项目，2014-2017
  Social Media in Strategic Communication (美国国防部, 2012-2015)（哥伦比亚大学项目，项目主要参与人）
  多媒体分析与处理,优秀青年科学基金项目,2015-2018
  代表性论文:
  Wei L, Liao M, Gao Y, Ji R, *He Z, *Zou Q, 2014. Improved and promising identification of human microRNAs by incorporating a high-quality negative set,
  Gao Y, Wang M, *Ji R, Wu X, Dai Q, 2014. 3-D object retrieval with hausdorff distance learning, IEEE Transactions on Industrial Electronics, 61(4): 2088-2098.
  Duan L, *Ji R, Chen Z, Huang T, Gao W, 2014. Towards mobile document image retrieval for digital library, IEEE Transactions on Multimedia, 16(2): 346-359.
  Deng C, *Ji R, Tao D, Gao X, Li X, 2014. Weakly supervised multi-graph learning for robust image reranking, IEEE Transactions on Multimedia, 16(3): 785-795.
  Gao Y, *Ji R, Liu W, Dai Q, Hua G, 2014. Weakly supervised visual dictionary learning by harnessing image attributes, IEEE Transactions on Image Processing, 23(12): 5400-5411.
  Lu K, *Ji R, Tang J, Gao Y, 2014. Learning-based bipartite graph matching for view-based 3D model retrieval, IEEE Transactions on Image Processing, 23(10): 4553-4563.
  Gao Y, *Ji R, Cui P, Dai Q, Hua G, 2014. Hyperspectral image classification through bilayer graph-based learning, IEEE Transactions on Image Processing, 23(7): 2769-2778.
  Gao Y, *Ji R., Zhang L, Hauptmann A, 2014. Symbiotic tracker ensemble toward a unified tracking framework, IEEE Trans. Circuits Syst. Video Techn, 24(7): 1122-1131.
  *Ji R, Yang Y, Sebe N, Aizawa K, Cao L, 2014. Large-scale geosocial multimedia, IEEE Multimedia Magazine, 21(3): 7-9.
  Ji R, *Duan L, Chen J, Huang T, Gao W, 2014. Mining compact bag-of-patterns for low bit rate mobile visual search, IEEE Transactions on Image Processing, 23(7): 3099-3113.
  Ji R, *Gao Y, Hong R, Liu Q, Tao D, Li X, 2014. Spectral-spatial constraint hyperspectral image classification, IEEE T. Geoscience and Remote Sensing, 52(3): 1811-1824.
  Ji R, *Gao Y, Liu W, Xie X, Tian Q, Li X, 2014. When location meets social multimedia: a survey on vision-based recognition and mining for geo-social multimedia analytics, ACM Transactions on Intelligent Systems and Technology, 6(1): 1-24.
  Rongrong Ji, Ling-Yu Duan, Hongxun Yao, Lexing Xie, Yong Rui, and Wen Gao. Learning to Distribute Vocabulary Indexing for Scalable Visual Search. IEEE Transactions on Multimedia (TMM). In Press. 2013
  Rongrong Ji, Yue Gao, Richang Hong, Qiong Liu, Dacheng Tao, Xuelong Li. Spectral-Spatial Constraint Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing (TGRS). In Press. 2013
  Yue Gao, Meng Wang, Rongrong Ji (corresponding author), Xindong Wu, Qionghai Dai. 3D Object Retrieval With Hausdorff Distance Learning. IEEE Transactions on Industrial Electrontics (TIE). In Press.
  Dong Liu, Shuicheng Yan, Rongrong Ji, Xian-Sheng Hua, and Hong-Jiang Zhang. Image Retrieval with Query-Adaptive Hashing. ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP). Vol. 9, No. 2, pp. 2-20, 2013
  Bineng Zhong, Hongxun Yao, Rongrong Ji, Tat-Jun Chin, and Hanzi Wang. Visual Tracking via Weakly Supervised Learning from Multiple Imperfect Oracles. Pattern Recognition (PR). Accept.
  Yan Wang, Rongrong Ji, Shih-Fu Chang. Label Propagation from ImageNet to 3D Point Clouds. IEEE International Conference on Computer Vision and Patten Recognition (CVPR). Accept. 2013
  Tongtao Zhang, Rongrong Ji, Wei Liu, and Gang Hua. Semi-Supervised Learning with Manifold Fitted Graphs. Twitten-Thirdth International Joint Conference on Artificial Intelligence (IJCAI). Accept.
  Houwen Peng, Bing Li, Rongrong Ji, and Weiming Hu. Salient Object Detection via Low-Rank and Structured Sparse Matrix Decomposition. Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI). Accept.
  Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Junsong Yuan, Yong Rui, and Wen Gao. Location Discriminative Vocabulary Coding for Mobile Landmark Search. International Journal of Computer Vision (IJCV). Vol. 96, No. 3, pp. 290-314, 2012
  Rongrong Ji, Hongxun Yao, Wei Liu, Xiaoshuai Sun, and Qi Tian. Task Dependent Visual Codebook Compression. IEEE Transactions on Image Processing (TIP). Vol. 21, No. 4, pp. 2282-2293, 2012
  Yue Gao, Meng Wang, Dacheng Tao, Rongrong Ji, Qionghai Dai, and Naiyao Zhang. 3D Object Retrieval and Recognition with Constructive Hypergraph Analysis. IEEE Transactions on Image Processing (TIP). Vol. 21, No. 9, pp. 4290-4303, 2012
  Rongrong Ji, Felix X. Yu, and Shih-Fu Chang. Active Query Sensing for Mobile Location Search. ACM Transactions on Multimedia Computing, Communications and Applications (TOMCCAP). Vol. 3S, No. 8, pp. 40-61, 2012.
  Rongrong Ji, Hongxun Yao, Qi Tian, Pengfei Xu, Xiaoshuai Sun, Xianming Liu. Context-Aware Semi-Local Feature Detector. ACM Transactions on Intelligent System and Technology (TIST). Vol. 3(3) pp. 44, 2012.
  Rongrong Ji, Ling-Yu Duan, and Wen Gao. Towards Compact Topical Descriptor. IEEE International Conference on Computer Vision and Patten Recognition (CVPR). Poster, 2012.
  Liujuan Cao?, Rongrong Ji?, Yue Gao, and Qi Tian. Weakly Supervised Coding with Geometric Consistency Pooling. IEEE International Conference on Computer Vision and Patten Recognition (CVPR). Poster, 2012. (# Equal Contribution)
  Felix X. Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan Ye, and Shih-Fu Chang. Weak Attributes for Large-Scale Image Retrieval. IEEE International Conference on Computer Vision and Patten Recognition (CVPR). Poster, 2012.
  Wei Liu, Jun Wang, Rongrong Ji, Yu-Gang Jiang, and Shih-Fu Chang. Supervised Hashing with Kernels. IEEE International Conference on Computer Vision and Patten Recognition (CVPR). Oral, 2012.
  Xiaoshuai Sun, Hongxun Yao, and Rongrong Ji. What Are We Looking For: Towards Statistical Modeling of Saccadic Eye Movements and Visual Saliency. IEEE International Conference on Computer Vision and Patten Recognition (CVPR). Oral, 2012.
  *Ji R, Gao Y, Hong R, Liu Q, Tao D, Li X, 2013 online. Spectral-spatial constraint hyperspectral image classification, IEEE Transactions nn Geoscience and Remote Sensing, 10.1109/TGRS.2013.2255297 (IEEE: SCI/EI).
  Duan L, Chen L, *Ji R, Huang T, Gao W, 2013. Learning compact visual descriptors for low bit rate mobile landmark search, AI Magazine, 34(2): 67-85.
  Liu Q, Yang Y, Gao Y, *Ji R, Yu L, 2013. A bayesian framework for dense depth estimation based on spatial-temporal correlation, Neurocomputing, 104: 1-9.
  Cao L, *Ji R, Gao Y, Liu W, Tian Q, 2013. Mining spatiotemporal video patterns towards robust action retrieval, Neurocomputing, 105: 61-69.
  Cao L, *Ji R, Liu W, Yao H, Tian Q, 2013. Weakly supervised codebook learning by iterative label propagation with graph quantization, Signal Processing, 93(8): 2274-2283.
  Duan L, *Ji R, Chen J, Yao H, Huang T, Gao W, 2013. Learning from mobile contexts to minimize the mobile location search latency, Signal Processing and Image Communication, 28(4): 368-385.
  Ji R, *Duan L, Chen J, Xie L, Yao H, Gao W, 2013. Learning to distribute vocabulary indexing for scalable visual search, IEEE Transactions on Multimedia, 15(1): 153-166.
  Ji R, *Gao Y, Hong R, Liu Q, Tao D, Li X, 2013. Spectral-Spatial constraint hyperspectral image classification, IEEE Transactions on Geoscience and Remote Sensing, 52(3): 1811-1824.