Publications

Selected Publications (from 2013)

Y. Li, R. T. Tan, X. Guo, J. Lu, and M. S. Brown, “Single Image Rain Streak Separation Using Layer Priors,” IEEE Trans. on Image Processing (TIP), 2017.
K. Lin, N. Jiang, S. Liu, L.-F. Cheong, M. N. Do, and J. Lu, “Direct Photometric Alignment by Mesh Deformation,” IEEE Int. Conf. Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, Jul. 2017.
K. R. Jerripothula, J. Cai, J. Lu, and J. Yuan, “Object Co-skeletonization with Co-segmentation,” in Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, Jul. 2017.
W.-Y. Lin, F. Wang, M. Cheng, S.-K. Yeung, P. Torr, M. N. Do, and J. Lu, “CODE: Coherence Based Decision Boundaries for Feature Correspondence,” IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2016, to appear.
J. Lu, Y. Li, H. Yang, D. Min, W. Eng, and M. N. Do, “PatchMatch Filter: Edge-Aware Filtering Meets Randomized Search for Correspondence Field Estimation,” IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 2016, to appear.
R. Pahwa, J. Lu, N. Jiang, T.-T. Ng, and M. N. Do, “Locating 3D Object Proposals: A Depth-Based Online Approach,” IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), 2016, to appear.
Y. Zhang, L. Cheng, J. Wu, J. Cai, M. N. Do, and J. Lu, “Action Recognition in Still Images with Minimum Annotation Efforts,” IEEE Trans. on Image Processing (TIP), vol. 25, no. 11, pp. 5479-5490, Nov. 2016.
Y. Li, D. Min, M. N. Do, and J. Lu, “Fast Guided Global Interpolation for Depth and Motion,” European Conf. Computer Vision (ECCV), Amsterdam, Oct. 2016. (Spotlight presentation)
W.-Y. Lin, S. Liu, N. Jiang, M. N. Do, P. Tan, and J. Lu, “RepMatch: Robust Feature Matching and Pose for Reconstructing Modern Cities,” European Conf. Computer Vision (ECCV), Amsterdam, Oct. 2016.
K. Lin, N. Jiang, L.-F. Cheong, M. N. Do, and J. Lu, “SEAGULL: Seam-Guided Local Alignment for Parallax-Tolerant Image Stitching,” European Conf. Computer Vision (ECCV), Amsterdam, Oct. 2016.
H. Zhu, J. Lu, J. Cai, J. Zheng, S. Lu and N. Thalmann, “Multiple Human Identification and Cosegmentation: A Human-Oriented CRF Approach with Poselets,” IEEE Trans. on Multimedia (TMM), vol. 18, no. 8, pp. 1516-1530, Aug. 2016.
Y. Li, R. T. Tan, X. Guo, J. Lu, and M. S. Brown, “Rain Streak Removal Using Layer Priors,” in Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition (CVPR), Las Vegas, NV, Jun. 2016.
Y. Zhang, X.-S. Wei, J. Wu, J. Cai, J. Lu, V. Nguyen, and M. N. Do, “Weakly Supervised Fine-Grained Categorization with Part-Based Image Representation,” IEEE Trans. on Image Processing (TIP), vol. 25, no. 4, pp. 1713-1725, Apr. 2016.
Y. Li, D. Min, M. S. Brown, M. N. Do, and J. Lu, “SPM-BP: Sped-up PatchMatch Belief Propagation for Continuous MRFs,” in Proc. IEEE Int. Conf. Computer Vision (ICCV), Santiago, Chile, Dec. 2015. (Oral presentation)
K. Wang, L. Lin, J. Lu, C. Li, and K. Shi, “PISA: Pixelwise Image Saliency by Aggregating Complimentary Appearance Contrast Measures with Edge-Preserving Coherence,” IEEE Trans. on Image Processing (TIP), vol. 24, no. 10, pp. 3019-3033, Oct. 2015.
N.-J. Jiang, W.-Y. Lin, M. N. Do, and J. Lu, “Direct Structure Estimation for 3D Reconstruction,” in Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition (CVPR), Boston, MA, Jun. 2015.
V. Nguyen, J. Lu, S. Zhao, D. Vu, H. Yang, D. Jones, and M. N. Do, “ITEM: Immersive Telepresence for Entertainment and Meetings – A Practical Approach,” IEEE Journal on Selected Topics in Signal Processing (J-STSP), Special Issue on Interactive Media Processing for Immersive Communication, vol. 9, no. 3, pp. 546-561, Apr. 2015. [pdf]
D. Min, S. Choi, J. Lu, B. Ham, K. Sohn, and M. N. Do, “Fast Global Image Smoothing Based on Weighted Least Squares,” IEEE Trans. on Image Processing (TIP), 2014.
V. Nguyen, J. Lu, S. Zhao, D. Jones, and M. N. Do, “Tele-immersive Audio-Visual Communication Using Commodity Hardware,” IEEE Signal Processing Magazine (SPM), Nov. 2014. [pdf]
D. Vu, B. Chidester, H. Yang, M. N. Do, and J. Lu, “Efficient Hybrid Tree-Based Stereo Matching with Applications to Post-Capture Image Refocusing,” IEEE Trans. on Image Processing (TIP), vol. 23, no. 8, pp. 3428-3442, Aug. 2014.
B. Ham, D. Min, C. Oh, M. N. Do, and K. Sohn, “Probability-Based Rendering with Steady-State Matching Probability Density Function,” IEEE Trans. on Image Processing (TIP), vol. 23, no. 2, pp. 870-884, Feb. 2014.
W.-Y. Lin, M. Cheng, J. Lu, H. Yang, M. N. Do, and P. H. S. Torr, “Bilateral Functions for Global Motion Modeling,” in Proc. Eur. Conf. Computer Vision (ECCV), Zurich, Switzerland, Sep. 2014.
H. Yang, W.-Y. Lin, and J. Lu, “Daisy Filter Flow: A Generalized Discrete Approach to Dense Correspondences,” in Proc. IEEE Int. Conf. Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, Jun. 2014.
H. Zhu, J. Lu, J. Cai, J. Zheng, and N. Thalmann, “Multiple Foreground Recognition and Cosegmentation: An Object-Oriented CRF Model with Robust Higher-Order Potentials,” IEEE Winter conference on Applications of Computer Vision (WACV), 2014.
D. Min, J. Lu, and M. N. Do, “Joint histogram based cost aggregation for stereo matching,” IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), vol. 35, no. 10, pp. 2539-2545, Oct. 2013.
V. A. Nguyen, D. Min, and M. N. Do, “Efficient Techniques for Depth Video Compression Using Weighted Mode Filtering,” IEEE Trans. on Circuits and Systems for Video Technology (TCSVT), vol. 23, no. 2, pp. 189-202, Feb. 2013.
N.-J. Jiang, Z.-P. Cui and P. Tan, “A Global Linear Method for Camera Pose Registration”, IEEE International Conference on Computer Vision (ICCV), Dec. 2013. (Oral presentation)
W.-Y. Lin, M.-M. Cheng, S. Zheng, J. Lu, and N. Crook, “Robust Non-parametric Data Fitting for Correspondence Modeling,” IEEE International Conference on Computer Vision (ICCV), Dec. 2013.
J. Lu, H. Yang, D. Min, and M. N. Do, “PatchMatch Filter: Efficient Edge-Aware Filtering Meets Randomized Search for Fast Correspondence Field Estimation,” IEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR), Jun. 2013. (Oral presentation)
K. Shi, K. Wang, J. Lu, and L. Lin, “PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures with Spatial Priors,” IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, Jun. 2013.
V.-A. Nguyen, S. Zhao, T. D. Vu, D. Jones, and M. N. Do, “Spatialized Audio Multiparty Teleconferencing with Commodity Miniature Microphone Array,” ACM Int. Conf. Multimedia (MM), 2013.
V.-A. Nguyen and M. N. Do, “Model-Based Complexity-Aware Coding for Multiview Video Plus Depth,” IEEE Int. Conf. on Image Processing (ICIP), 2013.

* More paper (or project) links can be found under Research.

Conference Tutorials

J. Lu, D. Min, and M. N. Do, “Discontinuities-Preserving Image and Motion Coherence: Computational Models and Applications,” Half-day tutorial in IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, Mar. 2016. (Tutorial website: https://sites.google.com/site/icassp16imc/)
D. Min, W.-Y. Lin, J. Lu, and M. N. Do, “Visual Correspondences: Taxonomy, Modern Approaches and Ubiquitous Applications,” Half-day tutorial in IEEE Int. Conf. Multimedia and Expo (ICME), Torino, Italy, Jun. 2015. (Tutorial website: https://sites.google.com/site/icme15tutorial/)
J. Lu, D. Min, and M. N. Do, “Image Filtering 2.0: Efficient Edge-Aware Filtering and Their Applications,” Half-day tutorial in the IEEE International Conference on Image Processing (ICIP), 2013 (Tutorial website: https://sites.google.com/site/filteringtutorial)