Jianke Zhu - (original) (raw)

Try [[DBLP|http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/z/Zhu:Jianke.html]] or [[Google Scholar|http://scholar.google.com/scholar?q=jianke+zhu&hl=en&lr=]].

''2012''

Chenxia Wu, Jianke Zhu, Jiemi Zhang, Chun Chen and Deng Cai, ''"A Convolutional Treelets Binary Feature Approach to Fast Keypoint Recognition,"''
//ECCV 2012//, accepted.

Chaoqun Hong, Jianke Zhu, Mingli Song and Yinting Wang, ''"Realtime Object Matching with Robust Dominant Orientation Templates,"'' //ICPR 2012//, 2012.

Chenxia Wu, Jianke Zhu and Jiemi Zhang, ''"A Content-based Video Copy Detection Method with Randomly Projected Binary Features,"'' //IEEE CVPR Workshop on LSVSM 2012//, 2012.

Jiajun Bu, Bin Xu, Chenxia Wu, Chun Chen, Jianke Zhu, Deng Cai and Xiaofei He, ''"Unsupervised face-name association via commute distance"'' , //ACM Multimedia2012//, accepted.

Chenxia Wu, Jianke Zhu, Deng Cai, Chun Chen and Jiajun Bu, ''"Semi-Supervised Bootstrap Nonlinear Sequential Projection Learning Hashing,"'' //IEEE Trans. on Knowledge and Data Engineering (TKDE)//, accepted.

Lei Wu, Steven C.H. Hoi, Rong Jin, Jianke Zhu and Nenghai Yu, ''"Learning Bregman Distance Functions for Semi-Supervised Clustering,"'' //IEEE Trans. on Knowledge and Data Engineering (TKDE)//, 2012.

Hao Wu, Jiajun Bu, Chun Chen, Jianke Zhu, Lijun Zhang, Haifeng Liu, Can Wang and Deng Cai, ''"Locally discriminative topic modeling,"'' //Pattern Recognition// 45(1): 617-625 (2012).

''2011''

Jianke Zhu, Hao Ma, Chun Chen and Jiajun Bu, ''"Social Recommendation Using Low-Rank Semidefinite Program,"'' //25th AAAI Conference on Artificial Intelligence (AAAI'11)//, San Francisco, CA, USA, Aug. 7-11, 2011.

Dayong Wang, Steven C. H. Hoi, Ying He and Jianke Zhu, ''"Retrieval-based face annotation by weak label regularized local coordinate coding,''" //ACM Multimedia 2011//, 353-362.

Jianke Zhu, Steven C.H. Hoi, Michael R. Lyu and Shuicheng Yan, ''"A Semi-supervised Approach to Near Duplicate Keyframe Detection and Retrieval,"'' //ACM Trans. on Multimedia Computing, Communications and Applications//, 7(1): 4 (2011).

Lei Wu, Steven C.H. Hoi, Rong Jin, Jianke Zhu and Nenghai Yu, ''"Distance Metric Learning from Uncertain Side Information for Automated Photo Tagging,"'' //ACM Trans. on Intelligent Systems and Technology(TIST)//, 2(2): 13 (2011).

''2010''

Hao Ma, Jianke Zhu, Michael R. Lyu and Irwin King ''"Bridging the Semantic Gap between Image Contents and Tags,"'' //IEEE Trans. on Multimedia//, vol. 12, pp. 462-473, Aug. 2010.

''2009''

Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu and Zhirong Yang, ''"Adaptive Regularization for Transductive Support Vector Machine,"'' //Advances in Neural Information Processing Systems 2009 (NIPS2009) //.

Lei Wu, Rong Jin, Steven C.H. Hoi, Jianke Zhu and Nenghai Yu, ''"Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering,"'' //Advances in Neural Information Processing Systems 2009 (NIPS2009) //.

Lei Wu, Steven C.H. Hoi, Rong Jin, Jianke Zhu and Nenghai Yu, ''"Distance Metric Learning from Uncertain Side Information with Application to Automated Photo Tagging,"'' //ACM Multimedia 2009 //.

Jianke Zhu, Luc Van Gool, and Steven C.H. Hoi, ''"Unsupervised Face Alignment by Robust Nonrigid Mapping,"'' //IEEE International Conference on Computer Vision (ICCV2009)//, 2009.([[Project|facealign/index.html]], [[PDF|pdfs/iccv09.pdf]])

Jianke Zhu, Steven C.H. Hoi and Michael R. Lyu, ''"Nonrigid Shape Recovery by Gaussian Process Regression,"'' //IEEE Conference on Computer Vision and Pattern Recognition (CVPR2009)//, June. 2009. ([[PDF|pdfs/cvpr09.pdf]])

Jianke Zhu, Michael R. Lyu and Thomas S. Huang, ''"A Fast 2D Shape Recovery Approach by Fusing Features and Appearance,"'' //IEEE Trans. on Pattern Analysis and Machine Intelligence (T-PAMI)//, vol. 31, July 2009, pp.1210-1224. ([[PDF|pdfs/tpami07.pdf]])

Steven C.H. Hoi, Rong Jin, Jianke Zhu, and Michael R. Lyu ''"Semi-Supervised SVM Batch Mode Active Learning with Applications to Image Retrieval,"'' //ACM Transactions on Information Systems (TOIS)//, vol. 27, May 2009.

Zenglin Xu, Kaizhu Huang, Jianke Zhu, Irwin King, and Michael R. Lyu. ''"A Novel Kernel-based Maximum A Posteriori Classification Method,"'' //Neural Networks//, Vol. 22, pp.977-987, 2009.

''2008''

Jianke Zhu, Steven C.H. Hoi, Michael R. Lyu and Shuicheng Yan, ''"Near-Duplicate Keyframe Retrieval by Nonrigid Image Matching,"'' (Oral) //ACM Multimedia 2008 (MM2008)//, pp.41-50. ([[PDF|pdfs/mm08.pdf]], [[PPT|pdfs/mm08_ppt.pdf]])

Jianke Zhu, Steven C.H. Hoi, Zenglin Xu and Michael R. Lyu, ''"An Effective Approach to 3D Deformable Surface Tracking,"'' //The 10th European Conference on Computer Vision (ECCV2008)//, Oct. 2008. ([[PDF|pdfs/eccv08.pdf]])

Jianke Zhu, Steven C.H. Hoi and Michael R. Lyu, ''"Robust Regularized Kernel Regression,"'' //IEEE Trans. on Systems, Man, and Cybernetics - Part B: Cybernetics//, pp.1639-1644, Dec., 2008. ([[PDF|pdfs/tsmcb07.pdf]])

Steven C.H. Hoi, Rong Jin, Jianke Zhu and Michael R. Lyu, ''"Semi-Supervised SVM Batch Mode Active Learning for Image Retrieval,"'' //IEEE Conference on Computer Vision and Pattern Recognition (CVPR2008)//, June 24-26, 2008. ([[Project web|http://www.cais.ntu.edu.sg/~chhoi/SVMBMAL/]], [[PDF|pdfs/hoi08_bmal.pdf]])

Jianke Zhu, Steven C.H. Hoi and Michael R. Lyu, ''"Face Annotation by Transductive Kernel Fisher Discriminant,"'' //IEEE Trans. on Multimedia//, vol. 10, Jan. 2008, pp. 86-96. ([[PDF|pdfs/tmm_tkfd07.pdf]])

''2007''

Jianke Zhu and Michael R. Lyu, ''"Progressive Finite Newton Approach To Real-time Nonrigid Surface Detection,"'' (Oral) //IEEE Conference on Computer Vision and Pattern Recognition (CVPR2007)//, June 19-21, 2007. ([[Project|nonrigid.html]], [[PDF|pdfs/jk_cvpr07_pfn.pdf]], [[Video1|pdfs/video/cvpr_starbuck.avi]], [[Video2|pdfs/video/cvpr_tshirt.avi]], [[Video3|pdfs/video/cvpr_paper.avi]])

Jianke Zhu, Steven C.H. Hoi and Michael R. Lyu, ''"A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling,"'' //IEEE Conference on Computer Vision and Pattern Recognition (CVPR2007)//, June 19-21, 2007. ([[Project|reconstruct.html]], [[PDF|pdfs/jk_cvpr07_tr.pdf]])

Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King and Michael R. Lyu, ''"Efficient Convex Relaxation for Transductive Support Vector Machine,"'' //Advances in Neural Information Processing Systems 2007 (NIPS2007) //. ([[PDF|pdfs/nips.pdf]])

Zenglin Xu, Kaizhu Huang, Jianke Zhu, Irwin King and Michael R. Lyu, ''"Kernel Maximum a Posteriori Classification with Error Bound Analysis,"'' //International Conference on Neural Information Processing (ICONIP2007) , LNCS 4984.//, 2008, pp.841–850.([[PDF|pdfs/iconip07.pdf]])

Zenglin Xu, Jianke Zhu, Michael R. Lyu and Irwin King, ''"Maximum Margin based Semi-supervised Spectral Kernel Learning,"'' //International Joint Conference on Neural Networks (IJCNN2007)//. ([[PDF|pdfs/ijcnn07a.pdf]])

Hongbo Deng, Jianke Zhu, Michael R. Lyu, Irwin King, ''"Two-Stage Multi-Class AdaBoost for Facial Expression Recognition,"'' //International Joint Conference on Neural Networks (IJCNN2007)//. ([[PDF|pdfs/ijcnn07b.pdf]])

''2006''

Jianke Zhu, Steven C.H. Hoi and Michael R. Lyu, ''"The Real-Time Non-Rigid Shape Recovery via Active Appearance Models for Augmented Reality,"'' //9th European Conference on Computer Vision (ECCV2006), LNCS 3951//, Graz, May 7-13, 2006, pp.186-197. ([[Project|aam.html]], [[PDF|http://www.cse.cuhk.edu.hk/%7Elyu/paper_pdf/ECCV06_1105.pdf]])

Steven C.H. Hoi, Rong Jin, Jianke Zhu and Michael R. Lyu , ''"Batch Mode Active Learning and Its Application to Medical Image Classification,"'' //The 23th International Conference on Machine Learning (ICML2006), //Pittsburgh, June 25-29, 2006.([[PDF|http://www.cse.cuhk.edu.hk/%7Elyu/paper_pdf/ICML06_BMAL_CR.pdf]])

Chong Fong Wong, Jianke Zhu, Mang I Vai and Peng Un Mak, ''"Face Image Retrieval with Relevance Feedback Using Lifting Wavelets Features,"'' //Applied and Numerical Harmonic Analysis Series//, Tao Qian (ed.), Springer, 2006. ([[PDF|http://appsrv.cse.cuhk.edu.hk/%7Ejkzhu/icwaa05.pdf]])

''Before 2006''

Jianke Zhu, Steven C.H. Hoi, Edward Yau and Michael R. Lyu, ''"Automatic 3D Face Modeling Using 2D Active Appearance Models,"'' //13th Pacific Conference on Computer Graphics and Applications (PG2005) //, Macau, China, October 12-14 2005. ([[Project|aam.html]], [[PDF|http://www.cse.cuhk.edu.hk/%7Elyu/paper_pdf/pg05.pdf]])

Steven C.H. Hoi, Jianke Zhu and Michael R. Lyu, ''"CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval," '' //Proceedings of Cross Language Evaluation Forum (CLEF'2005), LNCS 4022//, Vienna, Austria, 2006. (Rank 1/10 in Bilingual ad hoc retrieval)([[PDF|http://appsrv.cse.cuhk.edu.hk/%7Echhoi/publication/paper/ImageCLEF_CUHK%28LNCS%29.pdf]])

Chong Fong Wong, Jianke Zhu, Mang I Vai and Peng Un Mak, ''"Face Image Retrieval in Video Sequences Using Lifting Wavelets Transform Feature Extraction,"'' // International Symposium on Computer Electronics (ICSE2005)//, IEEE Press, Macau. 2005, pp.167-171.([[PDF|http://ieeexplore.ieee.org/iel5/10028/32172/01502363.pdf?isnumber=32172&arnumber=1502363]])

Jianke Zhu,Mang I Vai and Peng Un Mak, ''"Gabor Wavelets Transform and Extended Nearest Feature Space Classifier for Face Recognition,"'' //Third International Conference on Image and Graphics (ICIG2004)//, IEEE Press, Hong Kong, Dec. 28-30, 2004, pp.372-379.([[PDF|http://appsrv.cse.cuhk.edu.hk/%7Ejkzhu/fldnfs.pdf]])

Jianke Zhu,Mang I Vai and Peng Un Mak, ''"A New Enhanced Nearest Feature Space (ENFS) Classifier for Gabor Wavelets Features Based Face Recognition," '' //First International Conference on Biometrics Authentication (ICBA2004), LNCS 3072//, Hong Kong, July 15-17, 2004, pp.124-131.([[PDF|http://appsrv.cse.cuhk.edu.hk/%7Ejkzhu/pcaenfs.pdf]])

Jianke Zhu,Mang I Vai and Peng Un Mak, ''"Face Recognition Using 2D DCT with PCA,"'' //4th Chinese Conference on Biometric Recognition (Sinobiometrics2003)//, Beijing, China, Dec. 7-8, 2003.

Jianke Zhu,Mang I Vai and Peng Un Mak, ''"Face Recognition, a Kernel PCA Approach," '' //Chinese Conference on Biology and Medical Electronics (CBME2003)//, Wu Xi, China. October 24-26, 2003.

|[img[Face Alignment|facali-iccv09.png]]|''Face Alignment''

Jianke Zhu, Luc Van Gool, and Steven C.H. Hoi
''"Unsupervised Face Alignment by Robust Nonrigid Mapping,"''
//IEEE International Conference on Computer Vision (ICCV2009) //, accepted.([[Project|facealign/index.html]], [[PDF|pdfs/iccv09.pdf]])| |[img[Gaussian Process Regression|cvpr09.png]]
[img[3D Deformable Surface Tracking|eccv08.jpg]]
[img[Deformable Lucas-Kanade Algorithm|tpami08.jpg]]
[img[Nonrigid Surface Detection|cvprn.jpg]]|''Nonrigid Surface Recovery and Tracking''

Jianke Zhu, Steven C.H. Hoi and Michael R. Lyu,
''"Nonrigid Shape Recovery by Gaussian Process Regression,"''
//IEEE Conference on Computer Vision and Pattern Recognition (CVPR2009)//, June. 2009. ([[PDF|pdfs/cvpr09.pdf]])

Jianke Zhu, Steven C.H. Hoi, Zenglin Xu and Michael R. Lyu,
''"An Effective Approach to 3D Deformable Surface Tracking,"''
//The 10th European Conference on Computer Vision (ECCV2008)//, Oct. 2008. ([[PDF|pdfs/eccv08.pdf]]).

Jianke Zhu, Michael R. Lyu and Thomas S. Huang,
''"A Fast 2D Shape Recovery Approach by Fusing Features and Appearance,"''
//IEEE Trans. on Pattern Analysis and Machine Intelligence//, 2009. ([[PDF|pdfs/tpami07.pdf]])

Jianke Zhu and Michael R. Lyu,
''"Progressive Finite Newton Approach To Real-time Nonrigid Surface Detection,"''
//IEEE Conference on Computer Vision and Pattern Recognition (CVPR2007)//, June 19-21, 2007. ([[Project|nonrigid.html]], [[PDF|pdfs/jk_cvpr07_pfn.pdf]], [[PPT|pdfs/cvpr07.ppt]], [[Video1|pdfs/video/cvpr_starbuck.avi]], [[Video2|pdfs/video/cvpr_tshirt.avi]], [[Video3|pdfs/video/cvpr_paper.avi]])

Jianke Zhu, Steven C.H. Hoi and Michael R. Lyu,
''"Real-Time Non-Rigid Shape Recovery via Active Appearance Models for Augmented Reality,"''
//The 9th European Conference on Computer Vision (ECCV2006), LNCS 3951 //, Graz, May 7-13, 2006, pp.186-197. ([[Project|aam.html]], [[PDF|http://www.cse.cuhk.edu.hk/%7Elyu/paper_pdf/ECCV06_1105.pdf]])| |[img[Near Duplicate Keyframe Detection|mm08.jpg]]|''Near Duplicate Keyframe Detection''

Jianke Zhu, Steven C.H. Hoi, Michael R. Lyu and Shuicheng Yan
''"A Semi-supervised Approach to Near Duplicate Keyframe Detection and Retrieval,"''
//ACM Trans. on Multimedia Computing, Communications and Applications //. ([[Project and code|dup_detect.html]]) '

Jianke Zhu, Steven C.H. Hoi, Michael R. Lyu and Shuicheng Yan
''"Near-Duplicate Keyframe Retrieval by Nonrigid Image Matching,"''
//ACM Multimedia (MM2008) //, pp.41-50. ([[PDF|pdfs/mm08.pdf]], [[PPT|pdfs/mm08_ppt.pdf]])| |[img[Surface Reconstruction|cvpri.jpg]]|''Regression and Its Application in Surface Reconstruction''

Jianke Zhu, Steven C.H. Hoi and Michael R. Lyu,
''"Robust Regularized Kernel Regression,"''
//IEEE Trans. on Systems, Man, and Cybernetics - Part B: Cybernetics//, pp.1639-1644, Dec., 2008. ([[PDF|pdfs/tsmcbr3.pdf]])

Jianke Zhu, Steven C.H. Hoi and Michael R. Lyu,
''"A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling,"''
//IEEE Conference on Computer Vision and Pattern Recognition (CVPR2007)//, June 19-21, 2007. ([[Project|reconstruct.html]], [[PDF|pdfs/jk_cvpr07_tr.pdf]], [[PPT|pdfs/cvpr07_ppt.pdf]])| |[img[3D Face Reconstruction|3dfit.jpg]]|''3D Face Fitting From Single Image''

Jianke Zhu,
''"A Study on 3D Face From 2D Image,"''
Talk. ([[PDF|pdfs/3dfitting.pdf]])| |[img[AAMs Face Alignment|tmm08.jpg]]
[img[Image catergorization|cvpr08.jpg]]
[img[Image catergorization|icml06.jpg]]|''Semi-Supervised Learning''

Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu and Zhirong Yang,
''"Adaptive Regularization for Transductive Support Vector Machine,"''
//Advances in Neural Information Processing Systems 2009 (NIPS 2009) //, to appear.

Jianke Zhu, Steven C.H. Hoi and Michael R. Lyu,
''"Face Annotation by Transductive Kernel Fisher Discriminant,"''
//IEEE Trans. on Multimedia//, vol. 10, Jan. 2008, pp. 86-96.([[PDF|pdfs//tmm_tkfd07.pdf]], [[PPT|pdfs//tkfd_ppt.pdf]])

Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King and Michael R. Lyu,
''"Efficient Convex Relaxation for Transductive Support Vector Machine,"''
//Advances in Neural Information Processing Systems 2007 (NIPS2007) //, Dec 6-9, 2007.([[PDF|pdfs/nips.pdf]])

''Active Learning''

Steven C.H. Hoi, Rong Jin, Jianke Zhu, and Michael R. Lyu,
''"Semi-Supervised SVM Batch Mode Active Learning with Applications to Image Retrieval,"''
//ACM Transactions on Information Systems (TOIS)//, 2009.([[Project web|http://www.cais.ntu.edu.sg/~chhoi/SVMBMAL/]], [[PDF|pdfs/tois08.pdf]])

Steven C.H. Hoi, Rong Jin, Jianke Zhu and Michael R. Lyu,
''"Semi-Supervised SVM Batch Mode Active Learning for Image Retrieval,"''
//IEEE Conference on Computer Vision and Pattern Recognition (CVPR'2008)//, June 24-26, 2008.([[Project web|http://www.cais.ntu.edu.sg/~chhoi/SVMBMAL/]], [[PDF|pdfs/hoi08_bmal.pdf]])

Steven C.H. Hoi, Rong Jin, Jianke Zhu and Michael R. Lyu
''"Batch Mode Active Learning and Its Application to Medical Image Classification,"''
//The 23th International Conference on Machine Learning (ICML'2006) //, Pittsburgh, June 25-29, 2006.([[PDF|http://www.cse.cuhk.edu.hk/%7Elyu/paper_pdf/ICML06_BMAL_CR.pdf]])

''Distance Metric Learning''

Lei Wu, Rong Jin, Steven C.H. Hoi, Jianke Zhu, and Nenghai Yu,
''"Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering,"''
//Advances in Neural Information Processing Systems 2009 (NIPS2009) //, to appear.

Lei Wu, Steven C.H. Hoi, Rong Jin, Jianke Zhu, and Nenghai Yu,
''"Distance Metric Learning from Uncertain Side Information with Application to Automated Photo Tagging,"''
//ACM Multimedia 2009//, to appear.

Zenglin Xu, Kaizhu Huang, Jianke Zhu, Irwin King, and Michael R. Lyu,
''"A Novel Kernel-based Maximum A Posteriori Classification Method,"''
//Neural Networks//, 2009.|