lu xia's Homepage

Education:

P.h.D. in Computer Engineering, The University of Texas at Austin. 2014
M.S.E. in Computer Engineering, The University of Texas at Austin. 2012
B.S. in Automation, Tsinghua University. 2010

Publications

Conference Papers

Robot-Centric Activity Prediction from First-Person Videos: What Will They Do to Me?
M. S. Ryoo, Thomas J. Fuchs, Lu Xia, J. K. Aggarwal and Larry Matthies.
10th International Conference on Human-Robot Interaction (HRI), Portland, USA, March, 2015.
Robot-Centric Activity Recognition from First-Person RGB-D Videos PDF Dataset
Lu Xia, Ilaria Gori, J. K. Aggarwal and M. S. Ryoo.
IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Beach, HI, January, 2015.
Spatio-Temporal Depth Cuboid Similarity Feature for Activity Recognition Using Depth Camera PDF readme source code windows executable
Lu Xia and J.K. Aggarwal.
24th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, June 2013.
3D Surface Reconstruction Using Multiple Kinects
Lu Xia and J.K. Aggarwal
Electronic Imaging & the Visual Arts (EVA) 2013, Florence. Invited paper.
View Invariant Human Action Recognition Using Histograms of 3D Joints PDF Dataset
Lu Xia, Chia-Chih Chen and J.K. Aggarwal
International Workshop on Human Activity Understanding from 3D Data in conjunction with 23th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI, June 2012.
Human Detection Using Depth Information by Kinect PDF Dataset
Lu Xia, Chia-Chih Chen and J.K. Aggarwal
International Workshop on Human Activity Understanding from 3D Data in conjunction with 24th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, USA, June 2011.
(Ranked 37 on top 100 documents downloaded on IEEE Xplore, Dec 2011.)

Thesis

Lu Xia, Recognizing Human Activity Using RGBD Data, 2014
Lu Xia, Human Detection and Action Recognition Using Depth Information by Kinect, 2012

Journal Papers

Human Activity Recognition From 3D Data: A Review PDF
J.K. Aggarwal and Lu Xia (corresponding author)
Pattern Recognition Letters Special Issue, Volume 48, 15 October 2014, Pages 70–80, doi:10.1016/j.patrec.2014.04.011

Datasets

Professional Activities

Reviewer

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
2015 IEEE International Conference on Robotics and Automation (ICRA)
Robotics and Autonomous Systems, 2014
Machine Vision and Applications, 2014
Transactions on Intelligent Systems and Technology, 2014
Journal of Visual Communication and Image Representation, 2014
IET Computer Vision, 2013
ACM Transactions on Intelligent Systems and Technology, 2013
Image and Vision Computing, 2013
IEEE Transactions on Image Processing, 2013
Machine Vision and Applications (MVA), 2013
IEEE Transactions on Systems, Man, and Cybernetics(SMC)-Part B, 2012
Journal of Intelligent and Robotic Systems,2012
IEEE Transactions on Mechatronics(TMECH), 2011.

Talks

To present on IEEE Winter Conference on Applications of Computer Vision (CVPR), Waikoloa Beach, HI, January, 2015
Presented on 2nd International Workshop on Human Activity Understanding from 3D Data in conjunction with 23th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI, June 2012.
Presented on 1st International Workshop on Human Activity Understanding from 3D Data in conjunction with 24th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colorado Springs, USA, June 2011.

Teaching

EE380L - Computer Vision Systems(16753), Spring 2013
EE380L – Introduction to Pattern Recognition and Computer Vision (16935), Fall 2012
EE313 - Linear Systems and Singals (16175), Spring 2011
EE380L - Introduction to Pattern Recognition and Computer Vision (16935), Fall 2010