Selected Publications

H. Ren and Z.N. Li, "Object detection using boosted local binaries", Pattern Recognition, Vol. 60, 2016, 793-801.

H. Ren and Z.N. Li, "Object detection using generalization and efficiency balanced co-occurrence features", Int. Conf. on Computer Vision (ICCV 2015), 2015.

J. Li, M. Lu, and Z.N. Li, "Continuous depth map reconstruction from light fields", IEEE Trans. on Image Processing, 24(11), 2015, 3257-3265.

H. Ren and Z.N. Li, "Basis mapping based boosting for object detection", Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2015), 2015.

H. Ren and Z.N. Li, " Object tracking using structure-aware binary features", IEEE Conf. on Multimedia and Expo (ICME 2015), 2015.

H. Ren and Z.N. Li, "Object recognition based on deformable edge set", IEEE Int. Conf. on Image Processing (ICIP 2015), 2015.

J. Lei, M. Song, Z.N. Li, and C. Chen, "Whole-body humanoid robot imitation with pose similarity evaluation", Signal Processing, Vol. 108, 2015, 136-146.

B.K. Baniya, J. Lee, and Z.N. Li, "Audio feature reduction and analysis for automatic music genre classification", Proc. IEEE Int. Conf. on Systems, Man, and Cybernetics (SMC 2014), pp. 457-462, 2014.

H. Ren and Z.N. Li, "Age estimation based on complexity-aware features", IEEE Asian Conf. on Computer Vision (ACCV 2014), 2014.

J. Li and Z.N. Li, "Continuous depth map reconstruction from light fields", IEEE Conf. on Multimedia and Expo (ICME 2013), 2013.

P. Peng, K. Cannons, and Z.N. Li, "Efficient video quality assessment based on spacetime texture representation", Proc. ACM Multimedia, 2013.

M. Ranjbar, T. Lan, Y. Wang, S.N. Robinovitch, Z.N. Li, and G. Mori, "Optimizing non-decomposable loss functions in structured prediction", IEEE Trans. on Pattern Analysis and Machine Intelligence, 35(4), 2013, 911-924.

B.Y.S. Khanloo, F. Stefanus, M. Ranjbar, Z.N. Li, N. Saunier, T. Sayed, and G. Mori, "A large margin framework for single camera offline tracking with hybrid cues", Computer Vision and Image Understanding (CVIU), 116(6), 2012, 676-689.

P. Peng and Z.N. Li, "Regularization of the structural similarity index based on preservation of edge direction", Proc. IEEE Int. Conf. on Systems, Man, and Cybernetics (SMC 2012), pp. 2127-2132, 2012.

J. Huang and Z.N. Li, "Automatic detection of object of interest and tracking in active video", Journal of Signal Processing Systems, 65(1), 2011, 49-62.

H. Jiang, M.S.Drew, and Z.N. Li, "Action detection in cluttered video with successive convex matching", IEEE Trans. on Circuits and Systems for Video Technology, 20(1), 2010, 50-64.

J. Yin, Q. Yang, D. Shen, and Z.N. Li, "Activity recognition via user-trace segmentation", ACM Transactions on Sensor Networks (TOSN), 4(4), 2008, pp.19:1-34. Also, link at ACM Digital Library.

Y. Lu and Z.N. Li, "Automatic object extraction and reconstruction in active video", Pattern Recognition, 41(3), 2008, 1159-1172.

Z. Tauber, Z.N. Li, and M.S. Drew, "Review and preview: Disocclusion by impainting for image-based rendering", IEEE Trans. on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 37(4), 2007, 527-540.

H. Jiang, M.S.Drew, and Z.N. Li, "Matching by linear programming and successive convexification", IEEE Trans. on Pattern Analysis and Machine Intelligence, 29(6), 2007, 959-975.

H. Jiang, Z.N. Li, and M.S. Drew, "Recognizing posture in pictures with successive convexification and linear programming", IEEE Multimedia, 14(2), 2007, 26-37.

Z.N. Li, "A pyramidal approach to content-based image retrieval", Int. Conf. on Geometric Modeling and Imaging (GMAI 2007), 2007.

M. King, Z. Tauber, and Z.N. Li, "A new energy function for segmentation and compression", IEEE Conf. on Multimedia and Expo (ICME 2007), 2007.

H. Jiang, M.S. Drew, and Z.N. Li, "Convex quadratic programming for object localization", Proc. Int. Conf. on Pattern Recognition (ICPR 2006), 2006.

H. Jiang, M.S. Drew, and Z.N. Li, "Detecting human action in active video", Proc. IEEE Conf. on Multimedia and Expo (ICME 2006), 2006.

Y. Wang, H. Jiang, M.S. Drew, Z.N. Li, and G. Mori, "Unsupervised discovery of action classes", Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2006), 2006.

H. Jiang, M.S. Drew, and Z.N. Li, "Successive convex matching for action detection", Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2006), 2006.

H. Jiang, M.S. Drew, and Z.N. Li, "Linear programming matching and appearance-adaptive object tracking", Proc. Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR'05), LNCS vol. 3757, pp. 203-219, 2005.

H. Jiang, Z.N. Li, and M.S. Drew, "Linear programming for matching in human body gesture recognition", Proc. Workshop on Analysis and Modeling of Faces and Gestures, Int. Conf. on Computer Vision (ICCV 2005), pp.392-406, 2005.

J. Yin, D. Shen, Q. Yang and Z.N. Li, "Activity recognition through goal-based segmentation", Proc. The 20th National Conference on Artificial Intelligence (AAAI 2005), pp. 28-33, 2005.

H. Jiang, Z.N. Li, and M.S. Drew, "Human posture recognition with convex programming", Proc. IEEE Conf. on Multimedia and Expo (ICME 2005), 2005.

Y. Lu, J.Z. Zhang, Q.M.J. Wu and Z.N. Li, "A survey of motion -parallax-based 3-D reconstruction algorithms", IEEE Trans. on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 34(4), 2004, 532-548.

H. Jiang, M.S. Drew, and Z.N. Li, "Optimizing motion estimation with linear programming and detail-preserving variational method", Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR 2004), Vol. 1, pp. 738-745, 2004.

Y. Lu and Z.N. Li, "Active video object extraction", IEEE Conf. on Multimedia and Expo (ICME 2004), 2004.

Y. Lu, C. Lu, and Z.N. Li, "A modified space frequency decomposition algorithm for visual motion", IEEE Conf. on Multimedia and Expo (ICME 2003), Vol. 2, pp. 801-804, 2003.

Z.N. Li, X. Zhong and M.S. Drew, "Spatial-temporal joint probability images for video segmentation", Pattern Recognition, 35(9), 2002, 1847-1867.

M.S. Drew, Z.N. Li and Z. Tauber, "Illumination color covariant locale-based visual object retrieval", Pattern Recognition, 35(8), 2002, 1687-1704.

J. Au, Z.N. Li, and M.S. Drew, "Object segmentation and tracking using video locales", Int. Conf. on Pattern Recognition (ICPR 2002), Vol. 2, pp. 544-547, 2002.

J. Wei and Z.N. Li, "On active camera control and camera motion recovery with Foveate Wavelet Transform", IEEE Trans. on Pattern Analysis and Machine Intelligence, 23(8), 896-903, 2001.

J. Wei and Z.N. Li, " An efficient two-pass MAP-MRF algorithm for motion estimation based on mean field theory", IEEE Trans. on Circuits and Systems for Video Technology, 9(6), 960-972, 1999.

Z.N. Li, O. Zaiane and Z. Tauber, " Illumination invariance and object model in content-based image and video retrieval", Journal of Visual Communication and Image Representation, 10(3), 219-244, 1999.

M.S. Drew, J. Wei and Z.N. Li, "Illumination-invariant image retrieval and video segmentation", Pattern Recognition, 32(8), 1369-1388, 1999.

Z.N. Li and F. Tong, " Reciprocal-wedge transform in active stereo", Int. Journal of Pattern Recognition and Artificial Intelligence, 13(1), 25-48, 1999.

M.S. Drew, J. Wei and Z.N. Li, "On illumination invariance in color object recognition", Pattern Recognition, 31(8), 1077-1087, 1998.

P. Gvozdjak and Z.N. Li, "From nomad to explorer: active object recognition on mobile robots", Pattern Recognition, 31(6), 773-790, 1998.

M.S. Drew, J. Wei and Z.N. Li, " Illumination-invariant color object recognition via compressed chromaticity histograms of color-channel-normalized images", IEEE Int. Conf. on Computer Vision (ICCV'98), pp. 533-540, 1998.

J. Wei and Z.N. Li, " An enhancement to MRMC scheme in video compression", IEEE Trans. on Circ. and Sys. for Video Tech., 7(3):564-568, 1997.

Z.N. Li and G. Hu, " Analysis of disparity gradient based cooperative stereo", IEEE Trans. on Image Processing, 5(11):1493-1506, 1996.

F. Tong and Z.N. Li, "A camera model for reciprocal-wedge transform", Image and Vision Computing, 14(5):339-351, 1996.

F. Tong and Z.N. Li, " Reciprocal-wedge transform for space-variant sensing", IEEE Trans. on Pattern Analysis and Machine Intelligence, 17(5):500-511, 1995.

J. Ens and Z.N. Li, "Real-time motion stereo on SFU pyramid", Real-time Imaging, 1(6):385-396, 1995.

Z.N. Li, " Stereo correspondence based on line matching in Hough space using dynamic programming", IEEE Trans. on Systems, Man, and Cybernetics, 24(1):144-152, 1994.

K. Tate and Z.N. Li, " Depth map construction from range-guided multiresolution stereo matching", IEEE Trans. on Systems, Man, and Cybernetics, 24(1):134-144, 1994.


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