Research Projects at Brown:
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A Statistcal Inverse Ray Tracing Approach to Multi-View Stereo
[project page]
Publications:
- Shubao Liu and David B. Cooper, "A Complete Statistical Inverse Ray Tracing Approach to Multi-view Stereo", to appear in Proceedings of CVPR'11, Colorado Springs, CO, 2011 [preprint pdf] [poster].
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Ray Markov Random Fields for Image-Based 3D Modeling
[project page]
Publications:
- Shubao Liu and David B. Cooper, "Ray Markov Random Fields for Image-Based 3D Modeling: Model and Efficient Inference", CVPR'10, San Francisco, CA, 2010. [typo corrected version] [poster]
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Deep Belief Propagation for Higher-Order MRF Inference
[project page]
Publications:
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Volumetric Scene Geometry Reconstruction with a Randomly Configured Camera Network
[project page]
Publications:
- Shubao Liu, Kongbin Kang, Jean-Philippe Tarel and David B. Cooper, "Distributed Volumetric Scene Geometry Reconstruction With a Network of Distributed Smart Cameras", CVPR'09, pp.2334--2341, Miami, FL, 2009. [preprint pdf]
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Differential Duality Principle for Shape from Image Contours
[project page]
Publications:
- Shubao Liu, Kongbin Kang, Jean-Philippe Tarel and David B. Cooper, "Free-form Object Reconstruction from Silhouettes, Occluding Edges and Texture Edges: A Unified and Robust Operator Based on Duality", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 30, no. 1, pp. 131--146, January 2008. [preprint pdf]
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Previous Research Projects:
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Recurrent Neural Network for Optimization
[project page]
Publications:
- Shubao Liu and Jun Wang, "A Simplified Dual Neural Network for Quadratic Programming with Application for K-Winners-Take-All Operation", IEEE Transactions on Neural Networks (TNN), vol. 17, no. 6, pp. 1500-1510, 2006. [preprint pdf]
- Shubao Liu and Jun Wang, Obstacle Avoidance for Kinematically Redundant Manipulators Using the Deterministic Annealing Neural Network, International Symposium on Neural Networks (ISNN), pp. 240-246, May 2005.
- Shubao Liu and Jun Wang, "A New K-Winners-Take-All Neural Network," International Joint Conference on Neural Networks (IJCNN), pp. 712-716, Montreal, Canada, 2005. [preprint pdf]
- Shubao Liu and Jun Wang, A Dual Neural Network for Bi-Criteria Torque Optimization of Redundant Robot Manipualtors, International Conference on Neural Information Processing, (ICNIP), November 2004.
- Shubao Liu and Jun Wang, "Blind Adaptive Multiuser Detection Using a Recurrent Neural Network", International Conference on Communications, Circuits and Systems (ICCCS), pp. 1071-1075, June 2004. [preprint pdf]
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