基本內(nèi)容
個(gè)人簡(jiǎn)介:
2000年7月于合肥工業(yè)大學(xué)獲工學(xué)學(xué)士學(xué)位;2004年6月于中國(guó)科學(xué)院合肥物質(zhì)科學(xué)研究院獲模式識(shí)別與智能系統(tǒng)專業(yè)工學(xué)碩士學(xué)位;2007年11月于中國(guó)科技大學(xué)自動(dòng)化系獲模式識(shí)別與智能系統(tǒng)專業(yè)工學(xué)博士學(xué)位。
2007年12月~2008年3月在合肥工業(yè)大學(xué)計(jì)算機(jī)與信息學(xué)院“圖像信息處理研究室”從事研究工作;
2008年4月~2009年11月于法國(guó) UNIVERSITE PAUL CEZANNE u2013 AIX-MARSEILLE III 信息與系統(tǒng)科學(xué)實(shí)驗(yàn)室(CNRS UMR6168 Lab Sciences de l’Information et des Systèmes, LSIS)訪問(wèn),并從事圖像分類與檢索研究工作;
2009年12月至今,于合肥工業(yè)大學(xué)計(jì)算機(jī)與信息學(xué)院工作,2010年11月入選合肥工業(yè)大學(xué)“數(shù)據(jù)挖掘與智能計(jì)算”研究基地團(tuán)隊(duì)人才培育計(jì)劃,2011年12月入選合肥工業(yè)大學(xué)計(jì)算機(jī)與信息學(xué)院人才培育“C計(jì)劃”。
2012年入選“香江學(xué)者”計(jì)劃,2013年1月~2014年12月于香港浸會(huì)大學(xué)計(jì)算機(jī)科學(xué)系從事合作研究工作。
近年來(lái)主持國(guó)家自然科學(xué)基金青年基金和面上項(xiàng)目、教育部高等學(xué)校博士點(diǎn)新教師基金、中國(guó)博士后基金特別資助;承擔(dān)科技部863項(xiàng)目、973子課題、973前期預(yù)研專項(xiàng)項(xiàng)目、國(guó)家自然科學(xué)基金面上項(xiàng)目、國(guó)家自然科學(xué)基金海外及香港、澳門青年學(xué)者合作研究基金、法國(guó)國(guó)家科研署(ANR)項(xiàng)目等多個(gè)項(xiàng)目的研究。近年來(lái),共發(fā)表學(xué)術(shù)論文40余篇,被他人引用共400余次,其中10篇第一作者論文被SCI檢索。擔(dān)任 Pattern Recognition Letters, IEEE Trans. Evolutionary Computation, IEEE Trans. Multimedia, IEEE Trans. Image Processing, Neurocomputing,Computer Vision and Image Understanding,《計(jì)算機(jī)學(xué)報(bào)》等期刊的論文審稿人。參編法語(yǔ)專著一部;獲授權(quán)國(guó)家發(fā)明專利三項(xiàng)。
主要科研項(xiàng)目:
(1)國(guó)家自然科學(xué)基金面上項(xiàng)目,“基于耦合判別和協(xié)作稀疏表示的圖像表征和標(biāo)注研究”,(No. 61375047,78萬(wàn)元,2014.1-2017.12,主持)
(2)“香江學(xué)者”計(jì)劃,“高維數(shù)據(jù)下的特征選擇及應(yīng)用”,(No. XJ2012012,30萬(wàn)人民幣+30萬(wàn)港幣,2013.1-2014.12,主持)
(3)國(guó)家自然科學(xué)基金青年基金,“約束最大差異投影在基于內(nèi)容的多樣化圖像檢索中的應(yīng)用研究”(No. 61005007, 2011.1-2013.12,22萬(wàn)元,主持)
(4)教育部高等學(xué)校博士點(diǎn)新教師基金,“基于子域模塊分類器的非對(duì)稱模式分類研究” (No. 200803591024,2009.1-2011.12,3.6萬(wàn)元,主持)
主要論著:
[26]Z.Q. Zhao, Y. Cheung, H. Hu, X. Wu, Corrupted and Occluded Face Recognition via Cooperative Sparse Representation, accepted for publication inPattern Recognition, (doi: 10.1016/j.patcog.2016.02.016,online publication: http://authors.elsevier.com/sd/article/S003132031600087X)
[25] S. Li, Z.H. You, H. Guo, X. Luo,Z.Q. Zhao, "Inverse-Free Extreme Learning Machine With Optimal Information Updating,"IEEE Transactions on Cybernetics, vol.PP, no.99, pp.1-1
doi: 10.1109/TCYB.2015.2434841
[24]Zhong-Qiu Zhao, Yiu-ming Cheung, Haibo Hu, Xindong Wu, Expanding dictionary for robust face recognition: pixel is not necessary while sparsity is,IET Computer Vision, Vol. 9(5), pp.648 u2013654, 2015.
[23] Xindong Wu, Huanhuan Chen, Gong-Qing Wu, Jun Liu, Qinghua Zheng, Xiaofeng He, Aoying Zhou,Zhong-Qiu Zhao, Bifan Wei, Yang Li, Qiping Zhang, Shichao Zhang: Knowledge Engineering with Big Data.IEEE Intelligent Systems30(5): 46-55 (2015)
[22]Zhong-Qiu Zhao, Yan Hong, Peng Zheng, Xindong Wu: Plant identification using triangular representation based on salient points and margin points.ICIP2015: 1145-1149
[21]Zhong-Qiu Zhao, Lin-Hai Ma, Yiu-ming Cheung, Xindong Wu, Yuanyan Tang, Chun Lung Philip Chen, ApLeaf: An efficient android-based plant leaf identification system,Neurocomputing, Volume 151, Part 3, 3 March 2015, Pages 1112-1119, ISSN 0925-2312, http://dx.doi.org/10.1016/j.neucom.2014.02.077.
[20] Jing Wang, Meng Wang, Pei-Pei Li, Luoqi Liu,Zhong-Qiu Zhao, Xuegang Hu, Xindong Wu: Online Feature Selection with Group Structure Analysis.IEEE Trans. Knowl. Data Eng.27(11): 3029-3041 (2015)
[19] Jie Gui, Rongxiang Hu,Zhong-Qiu Zhao, Wei Jia, Semi-supervised learning with local and global consistency,International Journal of Computer Mathematics, Vol. 91, No. 11, 2389u20132402, 2014.
[18]Zhong-Qiu Zhao, Bao-Jian Xie, Yiu-ming Cheung, Xindong Wu, Plant Leaf Identification via A Growing Convolution Neural Network with Progressive Sample Learning,ACCV, 2014.
[17]趙仲秋, 季海峰, 高雋, 胡東輝, 吳信東. 基于稀疏編碼多尺度空間潛在語(yǔ)義分析的圖像分類,《計(jì)算機(jī)學(xué)報(bào)》, 37(6): 1251-1260, 2014.
[16]Z.Q. Zhao, XinDong Wu, CanYi Lu, Herve Glotin, Jun Gao, Optimizing widths with PSO for center selection of Gaussian radial basis function networks,SCIENCE CHINA Information Sciences, Volume 57, Issue 5, pp 1-17, May 2014. DOI: 10.1007/s11432-013-4850-5
[15] Bo Li, Jin Liu,Z.Q. Zhaoand Wen-Sheng Zhang, Locally Linear Representation Fisher Criterion,International Joint Conference on Neural Networks (IJCNN), 2013.
[14] J. Wang,Z.Q. Zhao, X. Hu, Y. Cheung, M. Wang, and X. Wu, Online Group Feature Seclection,23rd International Joint Conference on Artificial Intelligence (IJCAI), 2013. (top conference)
[13]Z.Q. Zhao, H. Glotin, Z. Xie, J. Gao, and X. Wu, "Cooperative Sparse Representation in Two Opposite Directions for Semi-supervised Image Annotation,"IEEE Transactions on Image Processing (TIP), Vol. 21 , Issue 9, pp. 4218 - 4231, 2012 (regular paper).
[12] Can-Yi Lu, Hai Min,Zhong-Qiu Zhao, Lin Zhu, De-Shuang Huang, Shuicheng Yan, Robust and Efficient Subspace Segmentation via Least Squares Regression,European Conference on Computer Vision (ECCV), 2012.(top conference)
[11]Z.Q. Zhao, J.Z. Li , J. Gao, X.D. Wu, “A Modified Semi-Supervised Learning Algorithm on Laplacian Eigenmaps,”Neural Processing Letters, vol. 32(1), 76-82, 2010. (SCI, EI)
[10]Z.Q. Zhao, J. Gao, H. Glotin, X.D. Wu, “A matrix modular neural network based on task decomposition with subspace division by adaptive affinity propagation clustering,”Applied Mathematical Modelling, 34, pp. 3884u20133895, 2010. (SCI, EI)
[9] H. Glotin,Z.Q. Zhao, J. Gao, X.D. Wu, “A Matrix Modular SVM Robust to Imbalanced Dataset for Efficient Visual Concept Detections,”The 11th ACM SIGMM International Conference on Multimedia Information Retrieval (ACM MIR 2010), March 29-31, 2010, National Constitution Center, Philadelphia, Pennsylvania, USA. (EI)
[8]Z.Q. Zhao, H. Glotin, “Diversifying Image Retrieval by Affinity Propagation Clustering on Visual Manifolds,”IEEE Mutimedia, vol. 16, no. 4, pp. 34-43, 2009. (SCI, EI)
[7]Z.Q. Zhao, “A Novel Modular Neural Network for Imbalanced Classification Problems,”Pattern Recognition Letters, Vol.30, No.9, pp. 783-788, 2009. (SCI, EI)
[6]Z.Q. Zhao, D.S. Huang, and W. Jia, “Palmprint Recognition with 2DPCA+PCA Based on Modular Neural Networks,”Neurocomputing,Vol. 71(1-3), pp. 448-454, 2007. (SCI, EI)
[5]Z.Q. Zhaoand D.S. Huang, “A mended hybrid learning algorithm for radial basis function neural networks to improve generalization capability,”Applied Mathematics Modelling, Vol. 31(7), pp. 1271-1281, 2007. (SCI, EI)
[4]Z.Q. Zhao, D.S. Huang, B. Y. Sun, “Human face recognition based on multiple features using neural networks committee,”Pattern Recognition Letters, Vol.25(12), pp.1351-1358, 2004. (SCI, EI)
[3]Z.Q. Zhao, H. Glotin, “Enhancing Visual Concept Detection by a Novel Matrix Modular Scheme on SVM,”Lecture Notes in Computer Science, Vol.5706, No.1, pp. 640u2013643, 2009 (EI)
[2] H. Glotin,Z.Q. Zhao, S. Ayache, “Efficient Image Concept Indexing by Harmonic and Arithmetic Profiles Entropy,”Proceedings of 2009 IEEE International Conference on Image Processing (ICIP 2009), IEEE Signal Processing Society, pp.277-280, 2009. (EI)
[1] H. Glotin,Z.Q. Zhao, “Visual Affinity Propagation Improves Sub-topics Diversity without Loss of Precision in Web Photo Retrieval,”Lecture Notes in Computer Science, Vol.5706, No.1, pp. 628u2013631, 2009. (EI)