Ten Years On. References

Transcription

1 Ten Years On The year of 2014 is the the 10-th year since I joined the Computer Vision Group of ANU/NICTA; it also marks the 10th year that I have entred (and been working in) the field of comptuer vision, thanks to my academic supervisor Professor Hartley who introduced me to this research field. In 2004, Richard suggested me to attend the ECCV-2004, desipite that I did not have any paper in the conference. The ECCV 04 is in fact the very first international conference in computer vision that I attended, which had effectively and significantly stimulated my research interest in computer vision. ( Before that, I thought my reearch career was in signal processing or telecommunication). In the past ten years, I have published about 100 original research papers. Below is a list of these papers (including some recent submissions). References [1] (*) J.H. Kim, H. Li, and R. Hartley, Motion estimation for nonoverlapping multicamera rigs: Linear algebraic and l-infinity geometric solutions, IEEE Transactions on Pattern Analysis and Machine Intelligence., vol. 32, no. 6, pp , (IEEE TPAMI : IF5=7.015 ) [2] (*) J. Lim, N. Barnes, and H. Li, Estimating relative camera motion from the antipodal-epipolar constraint, IEEE Trans. Pattern Analysis and Machine Intelligence., vol. 32, no. 10, pp , 2010.(IEEE TPAMI : IF5=7.015 ) [3] (*) R. Hartley and H. Li, An efficient hidden variable approach to minimal-case camera motion estimation,, IEEE Trans. on Pattern Analysis and Machine Intelligence., vol. PP, no. 99, p. 1, 2012.(IEEE TPAMI : IF5=7.015 ) [4] Jean Charles Bazin, Hongdong Li, Inso Kweon, Cedric Demonceaux, Pascal Vasseur, Katsushi Ikeuchi: A Branch-and-Bound Approach to Correspondence and Grouping Problems. IEEE Trans. Pattern Anal. Mach. Intell., 35(7): (2013).(IEEE TPAMI : IF5=7.015 ) [5] (*) Yuchao Dai, Hongdong Li, Mingyi He: Projective Multiview Structure and Motion from Element- Wise Factorization. IEEE Trans. on Pattern Anal. Mach. Intell. 35(9): (2013).(IEEE TPAMI : IF5=7.015 ) [6] Sadeep Jayasumana, Richard Hartley, Hongdong Li. Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels, IEEE trans. on Pattern Analysis and Machine Intelligence (IEEE TPAMI : IF5=7.015 ) [7] (*) Jiaolong Yang, Hongdong Li, Yunde Jia, Go-ICP: A Globally Optimal Solution to 3D ICP Point- Set Registration, conditional acceptance (acceptance date: 10th Feb 2015), IEEE trans. on Pattern Analysis and Machine Intelligence (IEEE TPAMI : IF5=7.015 ) [8] (*) Y. Dai, H. Li, and M. He, A simple prior-free approach to nonrigid structure from motion factorization, International Journal of Computer Vision, (IJCV: IF5=5.191) [9] (*) R. Hartley, J. Trump, Y. Dai, and H. Li, Rotation Averaging, International Journal of Computer Vision, 103(3): , ( IJCV: IF5=5.191) [10] Yansheng Ming, Hongdong Li, Xuming He: Winding Number Constrained Contour Detection. IEEE Transactions on Image Processing, 24(1): (2015). ( IEEE TIP: IF5=3.925) [11] Worapan Kusakunniran, Qiang Wu, Jian Zhang, Hongdong Li, Liang Wang: Recognizing Gaits Across Views Through Correlated Motion Co-Clustering. IEEE Transactions on Image Processing, 23(2): ( IEEE TIP: IF5=3.925) 1

2 [12] (*) Yuchao Dai, Minyi He, Hongdong Li, Bo Li, Smooth trajectory reconstruction from monocular video, SCIENTIA SINICA (Informationis), 2012 Vol.42 (8): SCIENTIA SINICA (Informationis) (formerly ACTA SCIENTIA SINICA). [13] W. Kusakunniran, Q. Wu, J. Zhang, and H. Li, Gait recognition under various viewing angles based on correlated motion regression, IEEE Transaction on Circuits Syst. Video Techn., vol. 22, no. 6, pp , [14] W. Kusakunniran, Q. Wu, J. Zhang, and H. Li, Gait recognition across various walking speeds using higher order shape configuration based on a differential composition model, IEEE Transactions on Systems, Man, and Cybernetics, Part B, vol. 42, no. 6, pp , ( IEEE SMC: IF5=4.657) [15] Worapan Kusakunniran, Qiang Wu, Jian Zhang, Yi Ma, Hongdong Li: A New View-Invariant Feature for Cross-View Gait Recognition. IEEE Transactions on Information Forensics and Security 8(10): (2013) [16] (*) C. Shen, H. Li, and M. J. Brooks, Supervised dimensionality reduction via sequential semidefinite programming, Pattern Recognition, vol. 41, no. 12, pp , ( PR: IF5=3.153) [17] (*) Hongdong Li, Richard I. Hartley: Conformal spherical representation of 3D genus-zero meshes. Pattern Recognition 40(10): (2007) (PR: IF5=3.153 ) [18] W. Kusakunniran, Q. Wu, J. Zhang, and H. Li, Cross-view and multi-view gait recognitions based on view transformation model using multi-layer perceptron, Pattern Recognition Letters, vol. 33, no. 7, pp , [19] (*) X. Du, H. Li, and Y. Zhu, Camera lens radial distortion correction using two-view projective invariants, Opt. Lett., vol. 36, pp , Dec [20] H. Li and C. Shen, Interactive color image segmentation with linear programming, Journal of Mach. Vis. Appl., vol. 21, no. 4, pp , [21] (*)Hongdong Li, Richard I. Hartley: Inverse tensor transfer with applications to novel view synthesis and multi-baseline stereo. Sig. Proc.: Image Comm. 21(9): (2006) [22] (*) A.Thalaiyasingam, R.Hartley, M. Salzmann, H. Li, Iteratively Reweighted Graph Cut for Multilabel MRFs with Non-convex Priors, (acceptance date: 1st March 2015), IEEE CVPR, [23] (*) Jiaolong Yang, Hongdong Li: Dense, Accurate Optical Flow Computation: the Piecewise Parametric Model Revisited, (acceptance date: 1st March 2015), IEEE CVPR, [24] Gao Zhu, Fatih Porikli, Hongdong Li, Lie-Struck: Affine Tracking on Lie Groups using Structured SVM, IEEE WACV, 6th. Jan [25] (*)Laurent Kneip, Hongdong Li: Efficient Computation of Relative Pose for Multi-camera Systems. CVPR : , [26] Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi: Optimizing over Radial Kernels on Compact Manifolds. CVPR 2014: [27] (*)Jiaolong Yang, Hongdong Li, Yunde Jia: Optimal Essential Matrix Estimation via Inlier-Set Maximization. ECCV (1) , [28] (*)Laurent Kneip, Hongdong Li, Yongduek Seo: UPnP: An Optimal O(n) Solution to the Absolute Pose Problem with Universal Applicability. ECCV (1) 2014: [29] (*) Pan Ji, Hongdong Li, Mathieu Salzmann, Yuchao Dai: Robust Motion Segmentation with Unknown Correspondences. ECCV (6) 2014:

3 [30] Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Sadeep Jayasumana, Richard Hartley, Hongdong Li: Expanding the Family of Grassmannian Kernels: An Embedding Perspective. ECCV, , [31] (*) Pan Ji, Mathieu Salzmann, Hongdong Li: Efficient dense subspace clustering. WACV , [32] (*) A. Drory, R.Hartley,H.Li, Statistical Shape Model of Cyclists in Level Set Formulation for Pose Estimation, IEEE CMBBE, Sept [33] (*) A. Drory, R.Hartley,H.Li, Cyclist Detection in Images for Pose Estimation Using Cascade Deformable Part Model, IEEE CMBBE, Sept [34] Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi: Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices. IEEE CVPR 2013: 73-80, [35] Yansheng Ming, Hongdong Li, Xuming He: Winding Number for Region-Boundary Consistent Salient Contour Extraction. IEEE CVPR 2013: , [36] Sadeep Jayasumana, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi: A Framework for Shape Analysis via Hilbert Space Embedding. ICCV 2013: [37] (*)Jiaolong Yang, Hongdong Li, Yunde Jia: Go-ICP: Solving 3D Registration Efficiently and Globally Optimally. ICCV 2013: , 2013 [38] (*)Jae-Hak Kim, Yuchao Dai, Hongdong Li, Xin Du, Jonghyuk Kim: Multi-view 3D Reconstruction from Uncalibrated Radially-Symmetric Cameras. ICCV 2013: Dec [39] (*) Jiaolong Yang, Yuchao Dai, Hongdong Li, Henry Gardner, Yunde Jia: Single-shot extrinsic calibration of a generically configured RGB-D camera rig from scene constraints. IEEE ISMAR 2013: [40] Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi: Combining Multiple Manifold-Valued Descriptors for Improved Object Recognition. DICTA 2013: 1-6 [41] Gao Zhu, Yansheng Ming, Hongdong Li: Object Cut as Minimum Ratio Cycle in a Superpixel Boundary Graph. DICTA 2013: 1-6 [42] (*) Yuchao Dai, Hongdong Li: Rank Minimization or Nuclear-Norm Minimization: Are We Solving the Right Problem? DICTA 2014: 1-8. [43] Yansheng Ming, Hongdong Li, Xuming He: Symmetry detection via contour grouping. ICIP 2013: [44] Y. Ming, H. Li, and X. He, Connected contours: a new contour completion model that respects the closure effect, in IEEE CVPR (oral), pp , 2012, [45] (*) Y. Dai, H. Li, and M. He, A simple prior-free method for non-rigid structure-from-motion factorization, in IEEE CVPR (oral), [46] W. Kusakunniran, Q. Wu, J. Zhang, and H. Li, Support vector regression for multi-view gait recognition based on local motion feature selection, in IEEE CVPR, pp , [47] (*) H. Li, Multi-view structure computation without explicitly estimating motion, in IEEE CVPR (oral), pp , 2010 oral acceptance rate <4.5%. [48] (*) Y. Dai, H. Li, and M. He, Element-wise factorization for n-view projective reconstruction, in ECCV (4), pp ,

4 [49] (*) H. Li, Consensus set maximization with guaranteed global optimality for robust geometry estimation, in IEEE ICCV, pp , [50] (*) H. Li, Efficient reduction of l-infinity geometry problems, in IEEE CVPR, pp , [51] (*) J.-H. Kim, H. Li, and R. I. Hartley, Motion estimation for multi-camera systems using global optimization, in IEEE CVPR, [52] (*) H. Li, R. I. Hartley, and J.-H. Kim, A linear approach to motion estimation using generalized camera models, in IEEE CVPR, [53] Y. Ming, H. Li, and J. Sun, Line drawing interpretation using belief propagation, in DICTA, pp , [54] (*) Z. Dong, Y. Kong, C. Liu, H. Li, and Y. Jia, Recognizing human interaction by multiple features, in ACCV, [55] (*) Y. Lu, L. Wang, R. I. Hartley, H. Li, and D. Xu, Compressive evaluation in human motion tracking, in ACCV, pp , [56] (*) Y. Lu, L. Wang, R. I. Hartley, H. Li, and D. Xu, Gradual sampling and mutual information maximisation for markerless motion capture, in ACCV, pp , [57] (*) C. Shen, H. Li, and M. J. Brooks, Self-calibrating cameras using semidefinite programming, in DICTA, pp , [58] (*)Y. Lu, L. Wang, R. I. Hartley, H. Li, and C. Shen, Multi-view human motion capture with an improved deformation skin model, in DICTA, pp , [59] (*) D. Yang and H. Li, A probabilistic demons algorithm for texture-rich image registration, in IEEE ICIP, pp , [60] (*) Y. Dai, M. He, and H. Li, Two efficient algorithms for outlier removal in multi-view geometry using l-infinity norm, in International Conference on Image and Graphics, pp , [61] Y. Zhang, L. Wang, R. I. Hartley, and H. Li, Handling significant scale difference for object retrieval in a supermarket, in DICTA, pp , [62] (*) Y. Dai, H. Li, M. He, and C. Shen, Smooth approximation of l-infinity norm for multi-view geometry, in DICTA, pp , [63] (*) W. Kusakunniran, H. Li, and J. Zhang, A direct method to self-calibrate a surveillance camera by observing a walking pedestrian, in DICTA, pp , [64] W. Kusakunniran, Q. Wu, H. Li, and J. Zhang, Automatic gait recognition using weighted binary pattern on video, in IEEE AVSS, pp , [65] (*) Y. Dai, J. Trumpf, H. Li, N. Barnes, and R. I. Hartley, Rotation averaging with application to camera-rig calibration, in ACCV, pp , [66] W. Kusakunniran, Q. Wu, J. Zhang, and H. Li, Multi-view gait recognition based on motion regression using multilayer perceptron, in ICPR, pp , [67] (*) Y. Lu, D. Xu, L. Wang, R. I. Hartley, and H. Li, Illumination invariant sequential filtering human tracking, in ICMLC, pp , [68] W. Kusakunniran, Q. Wu, J. Zhang, and H. Li, Speed-invariant gait recognition based on procrustes shape analysis using higher-order shape configuration, in IEEE ICIP, pp ,

5 [69] J. Sun, H. Li, and X. He, Analysis on tree structure selection for mrf inference in low-level vision, in DICTA, pp , [70] Pradeepa Samarasinghe, Rodney A. Kennedy, Hongdong Li, On Non-blind Image Restoration, in Proceeding of International conference on signal, picture communication systems (ICSPCS), [71] W. Kusakunniran, Q. Wu, J. Zhang, and H. Li, Pairwise shape configuration-based psa for gait recognition under small viewing angle change, in IEEE AVSS, pp , [72] (*) Chunhua Shen, Hongdong Li, Michael J. Brooks: A Convex Programming Approach to the Trace Quotient Problem. ACCV (2) 2007: [73] Yuhang Zhang, Lei Wang, Richard I. Hartley, Hongdong Li: Where s the Weet-Bix? ACCV, (1) 2007: [74] (*) Hongdong Li: Two-View Motion Segmentation from Linear Programming Relaxation. IEEE CVPR (oral) 2007 [75] (*)Hongdong Li: A practical algorithm for L triangulation with outliers. IEEE CVPR 2007 [76] (*) Hongdong Li, Chunhua Shen, Zhiying Wen: Color Image Labelling Using Linear Programming. IEEE DICTA 2007: [77] Chunhua Shen, Hongdong Li, Michael J. Brooks: Feature Extraction Using Sequential Semidefinite Programming. IEEE DICTA 2007: [78] (*) Hongdong Li, Richard I. Hartley: The 3D-3D Registration Problem Revisited. IEEE ICCV 2007: 1-8 [79] Fangfang Lu, Hongdong Li: KLDA - An Iterative Approach to Fisher Discriminant Analysis. IEEE ICIP (2) 2007: [80] Hongdong Li, Chunhua Shen: Object-Respecting Color Image Segmentation. IEEE ICIP (2) 2007: [81] Zhiying Wen, Donald Fraser, Andrew J. Lambert, Hongdong Li: Reconstruction of Underwater Image by Bispectrum. IEEE ICIP (3) 2007: [82] (*) Hongdong Li, Richard I. Hartley: Plane-Based Calibration and Auto-calibration of a Fish-Eye Camera. ACCV (1) 2006: [83] (*) Hongdong Li, Richard I. Hartley: New 3D Fourier Descriptors for Genus-Zero Mesh Objects. ACCV (1) 2006: [84] Chunhua Shen, Hongdong Li, Michael J. Brooks: Classification-Based Likelihood Functions for Bayesian Tracking. IEEE AVSS 2006: 33 [85] (*)Hongdong Li, Chunhua Shen: An LMI Approach for Reliable PTZ Camera Self-Calibration. IEEE AVSS 2006: 79 [86] (*) Hongdong Li: A Simple Solution to the Six-Point Two-View Focal-Length Problem. ECCV (4) 2006: [87] Lei Wang, Hongdong Li, Richard I. Hartley: Video Local Pattern based Image Matching for Visual Mapping. ICPR (3) 2006: [88] (*)Hongdong Li, Richard I. Hartley: Five-Point Motion Estimation Made Easy. ICPR (1) 2006: [89] (*)Hongdong Li, Richard I. Hartley, Lei Wang: Auto-Calibration of a Compound-Type Omnidirectional Camera. DICTA 2005: 26 5

6 [90] (*) Hongdong Li, Richard I. Hartley: Feature Matching and Pose Estimation Using Newton Iteration. ICIAP 2005: [91] (*) Hongdong Li, Richard I. Hartley, Hans Burkhardt: Discrete Shape Representation and Reconstruction of 3D Mesh Objects. ICIAP 2005: [92] (*)Hongdong Li, Richard I. Hartley: Rectification-Free Multibaseline Stereo for Non-ideal Configurations. ICIAP 2005: [93] (*)Hongdong Li, Richard I. Hartley: Inverse tensor transfer for novel view synthesis. IEEE ICIP (2) 2005: [94] Hans Burkhardt, Marco Reisert, Hongdong Li: Invariants for Discrete Structures? An Extension of Haar Integrals over Transformation Groups to Dirac Delta Functions. DAGM, 2004 [95] Hongdong Li, Richard Hartley: A new and compact algorithm for simultaneously matching and estimation. ICASSP (3) [96] Tianxiang Yao, Hongdong Li, Guangyao Liu, XiuQing Ye, WeiKang Gu, Yiqing Jin: A fast and robust face location and feature extraction system. IEEE ICIP (1) [97] Yan Liu, Hongdong Li, Compressed domain image processing techniques, 2003.vol 2, Journal of Image and Graphics (in Chinese), (A),2003. [98] X.Wang, B.Chen, H.Li, J.Liu, Mpeg-2 chromatic format transcoding in DCT domain, Journal of Image and Graphics,(in Chinese), (A), , [99] H Li, H.Li, W Gu, A Knowledge based cursive handwritten Chinese character recognizer, Journal of Nanjing University of Science and Technology, Nanjing, China, , [100] Shouwu Zhang, Hongdong Li, Weikang Gu, Application of occluding reasoning in traffic scene monitoring, Journal of Institute of Hangzhou Electronic Engineering, Hangzhou,China,6,38-41, [101] Hongdong Li, Tianxiang Yao, Pattern Classification 2nd version, Chinese Edition, (Authorized copyright transferred from John & Wiley ), China Machine Press, [102] Hongdong Li,X.Ye,W.Gu, Directly optical spectrum estimation through rgb-triplet, (or How to recover the optical spectrum from RGB signals? ), Journal of Image and Graphics, (in Chinese), 4A 3, [103] Du Xin, Li Hongdong, Gu Weikang, A Simple Rectification Method for Linear Multi-baseline Stereovision System, Journal of Zhejiang University (English Edition), Vol-5. no.2, [104] Tianding Chen, Hongdong Li, A model based algorithm for flow fluid computing, Journal of Zhejiang University (English Edition), no-1, [105] Hua Hui, Hongdong Li, Xiuqing Ye, A novel computer vision system for intelligent traffic management, Proceedings of the sixth International Conference for Young Computer Scientist,YCSC-2001, Hangzhou, Oct.23-25,