Supervised Descent Method
Xuehan Xiong
tech. report CMU-RI-TR-15-28, 2015
[Document]

Supervised Descent Method for Solving Nonlinear Least Squares Problems in Computer Vision
X. Xiong and F. De la Torre
in arXiv 2014
[Paper]

Automatic Creation of Semantically Rich 3D Building Models from Laser Scanner Data
X. Xiong, A. A. Oliver, B. Akinci, and D. Huber
in AIC 2013
[Paper]

Global Supervised Descent Method
X. Xiong and F. De la Torre
in CVPR 2015
[Paper] [Videos] [Poster] [Database]

IntraFace
F. De la Torre, Wen-Sheng Chu, X. Xiong, F. Vicente, and J. Cohn
in FG 2015 Best Demo Award
[Paper] [Software] [Media]

Eye gaze tracking using an RGBD camera: a comparison with a RGB solution
X. Xiong, Qin Cai, Zicheng Liu, and Zhengyou Zhang
in UbiComp 2014
[Paper]

Supervised Descent Method and its Applications to Face Alignment
X. Xiong and F. De la Torre
in CVPR 2013
[Paper] [Code] [Videos] [Poster]

Bayesian Optimal Active Search and Surveying
R. Garnett, Y. Krishnamurthy, X. Xiong, J. Schneider, and R. Mann.
in ICML 2012
[Paper]

Automatic Creation of Semantically Rich 3D Building Models from Laser Scanner Data
A. A. Oliver, X. Xiong, B. Akinci, and D. Huber
in ISARC 2011 Best Paper Award
[Paper]

3-D Scene Analysis via Sequenced Predictions over Points and Regions
X. Xiong, D. Munoz, J. Bagnell, and M. Hebert
in ICRA 2011 Best Vision Paper Finalist
[Paper] [Talk] [Videos]

Using Context to Create Semantic 3D Models of Indoor Environments
X. Xiong and D. Huber
in BMVC 2010
[Paper] [Videos]

Toward automated modeling of floor plans
B. Okorn, X. Xiong, K. Akinci, and D. Huber
in 3DPVT 2010
[Paper]