胡佳妮
胡佳妮,2008年6月毕业于北京邮电大学并 获得信号与信息处理专业博士学位,现任北京邮电大学信息与通信工程学院讲师,其研究方向为模式识别理论、信息检索和计算机视觉。
近年来其作为主要研究人员参与完成了多项国家自然科学基金项目和研究课题,积累了一定的科研经验,具体参与的项目如下:
(1)2004年度863计划中文信息处理与智能人机交互技术评测中获得“文本分类”子课题综合排名第一的成绩;
(2)2005年1-12月完成网络图像文档过滤中的若干关键问题研究(国家自然科学基金 60475007),项目结题获得“优秀”评价;
(3)2005年-2006年,国家242信息安全计划项目:*****(保密项目2005C35);
(4)2007年1-12月完成手机短信的分类与过滤(国家自然科学基金 60675001),项目结题获得“优秀”评价;
(5)2007年至今,网络多媒体过滤器EMF(国家863计划项目 2007AA01Z417)。
在学术上,其在信息检索领域著名会议SIGIR、国际著名的期刊《IEEE Transactions on Pattern Recognition and Machine Intelligence》、《Science》以及《Knowledge-Based Systems》上发表论文。近年来发表论文列表如下:
(1)Jiani Hu, Weihong Deng, Jun Guo, Weiran Xu. Learning a Locality Discriminating Projection for Classification, Knowledge-Based Systems, Elsevier, 2009. (已录用)
(2)Jiani Hu, Weihong Deng, Jun Guo. Semi-Supervised Learning Based on Label Propagation through Submanifold, Sixth International Symposium on Neural Networks, 2009.(已录用)
(3)Weihong Deng, Jun Guo, Jiani Hu, Hongang Zhang, “Comment on “100% Accuracy in Automatic Face Recognition””, Science, vol. 321. no. 5891, pp. 912, 2008 [SCI IDS Number: 337LD]
(4)Weihong Deng, Jiani Hu, Jun Guo, Hongang Zhang, Chuang Zhang, “Comments on “Globally Maximizing, Locally Minimizing: Unsupervised Discriminant Projection with Application to Face and Palm Biometrics””, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30. no. 8, pp. 1503-1504, 2008. [SCI IDS Number: 312OC,Accession number: 082811356850]
(5)Jiani Hu, Weihong Deng, Jun Guo etc, “Locality Discriminating Indexing for Document Classification” The 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’ 07), pp.689-690, 2007. [EI Accession number: 074810955188]
(6)Jiani Hu, Weihong Deng, Jun Guo etc, “Learning Locality Discriminating Indexing for Text Categorization” The 4th International Conference on Fuzzy Systems and Knowledge Discovery, 2007. [EI Accession number: 082211281955]
(7)Jiani Hu, Weihong Deng, Jun Guo, “A Clustering Algorithm Based on Adaptive Subcluster Merging” The 20th Canadian Conference on Artificial Intelligence, Lecture Notes in Artificial Intelligence, vol. 4509, pp. 241-249, 2007. [EI Accession number: 075210988620]
(8)胡佳妮,郭军,邓伟洪,徐蔚然,“基于短文本的独立语义特征抽取算”,通信学报,28(12),pp.121-124, 2007.
(9)Jiani Hu, Weihong Deng, Jun Guo, “Improving Retrieval Performance by Global Analysis” Proceeding of the 18th International Conference on Pattern Recognition (ICPR2006), vol. 2, pp. 703–706, 2006. [EI Accession number: 071510540778]
(10)Jiani Hu, Weihong Deng, Jun Guo, “Robust Discriminant Analysis of Latent Semantic Feature for Text Categorization” The 3rd International Conference on Fuzzy Systems and Knowledge Discovery, Lecture Notes in Artificial Intelligence, vol. 4223, pp. 400–409, 2006. [SCI IDS Number: BFD14,EI Accession number: 064510224192]
(11)Weihong Deng, Jiani Hu, Jun Guo, “Gabor Feature Based Classification using LDA/QZ Algorithm for Face Recognition” The 2nd International Conference on Natural Computation, Lecture Notes in Computer Science, Vol. 4221, pp. 15–24, 2006. [SCI IDS Number: BFH67,EI Accession number: 064410206580]
(12)Weihong Deng, Jiani Hu, Jun Guo, Gabor-Eigen-Whiten-Cosine: A Robust Scheme for Face Recognition. IEEE International Workshop on Analysis and Modeling of Faces and Gestures conjuncted with ICCV2005,(AMFG2005), Lecture Notes in Computer Science, Vol. 3723. (Oct. 2005) pp.336-349. [SCI IDS Number: BDF95,EI Accession number: 06209874764]
(13)Weihong Deng, Jiani Hu, Jun Guo, Robust Face Recognition from One Training Sample per Person, First International Conference on Natural Computation (ICNC’05), Lecture Notes in Computer Science, Vol. 3610. (July, 2005) pp.915-924. [SCI IDS Number: BDA22,EI Accession number: 05439427441]
(14)Weihong Deng, Jiani Hu, Jun Guo, “Robust Discriminant Analysis of Gabor Feature for Face Recognition” The 4th International Conference on Fuzzy Systems and Knowledge Discovery, 2007. [EI Accession number: 064510224192]