Publications

A list of publications can also be found on my Google Scholar profile.

2017

Brandon M. Smith, Pratham Desai, Vishal Agarwal, Mohit Gupta. CoLux: Multi-Object 3D Micro-Motion Analysis Using Speckle Imaging. ACM Trans. Graph. (also Proc. SIGGRAPH) Volume 36, Issue 4, Article 34, July 2017.
[Project website]

Brandon M. Smith, Charles R. Dyer, Madhav V. Chitturi, John D. Lee. Automatic Driver Head State Estimation in Challenging Naturalistic Driving Videos. Transportation Research Record: Journal of the Transportation Research Board, 2017.
[Paper website]

2016

Hyunwoo J. Kim*, Brandon M. Smith*, Nagesh Adluru, Charles R. Dyer, Sterling C. Johnson, Vikas Singh. Abundant Inverse Regression using Sufficient Reduction and its Applications. European Conference on Computer Vision (ECCV), Amsterdam, Netherlands. October, 2016.
*Joint first authors
[Project website]

Brandon M. Smith, Charles R. Dyer. Efficient Branching Cascaded Regression for Face Alignment under Significant Head Rotation. arXiv:1611.01584v2, November 10, 2016.
[Paper website]

Brandon M. Smith, Charles R. Dyer. Pose-Robust 3D Facial Landmark Estimation from a Single 2D Image. 27th British Machine Vision Conference (BMVC), York, United Kingdom. September, 2016.
[Project website]

2015

Li Zhang, Brandon M. Smith, Shengqi Zhu. FaceSimile: A Mobile Application for Face Image Search Based on Interactive Shape Manipulation. Chapter in Gang Hua, Xian-Sheng Hua, editors, Mobile Cloud Visual Media Computing: From Interaction to Service, pages 147-165. Springer International Publishing, 2015.
[Publisher website]

2014

Brandon M. Smith, Li Zhang. Collaborative Facial Landmark Localization for Transferring Annotations Across Datasets. European Conference on Computer Vision (ECCV), Zurich, Switzerland. September, 2014.
[Project website]

Brandon M. Smith, Jonathan Brandt, Zhe Lin, Li Zhang. Nonparametric Context Modeling of Local Appearance for Pose- and Expression-Robust Facial Landmark Localization. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Columbus, OH. June, 2014.
[Project website]

2013

Brandon M. Smith, Li Zhang, Jonathan Brandt, Zhe Lin, Jianchao Yang. Exemplar-Based Face Parsing. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR. June, 2013.
[Project website]

2012

Brandon M. Smith, Li Zhang. Joint Face Alignment with Non-Parametric Shape Models. European Conference on Computer Vision (ECCV), Florence, Italy. October, 2012.
[Project website]

2011

Brandon M. Smith, Shengqi Zhu, Li Zhang. Face Image Retrieval by Shape Manipulation. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, CO. June, 2011.
[Project website]

2010

Shengqi Zhu, Li Zhang, Brandon M. Smith. Model Evolution: An Incremental Approach to Non-Rigid Structure from Motion. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, CA. June, 2010.
[Project website]

2009

Brandon M. Smith, Li Zhang, Hailin Jin, Aseem Agarwala. Light Field Video Stabilization. IEEE International Conference on Computer Vision (ICCV), Kyoto, Japan. September 29 - October 2, 2009. oral
[Project website]

Brandon M. Smith, Li Zhang, Hailin Jin. Stereo Matching with Nonparametric Smoothness Priors in Feature Space. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Miami, FL. June, 2009. oral
[Project website]

Patents and Applications

Jonathan Brandt, Zhe Lin, Brandon M. Smith. Exemplar-based Feature Weighting. United States Patent 9129152. Published Sep 8, 2015.
[Link]

Hailin Jin, Brandon M. Smith. System and Method for Generating Editable Constraints for Image-based Models. United States Patent Application 12852349. Published May 16, 2013.
[Link]