Personal tools
You are here: Home / Software

Software List

1200_page_01.jpg

Pedestrian detection


A detection algorithm for frequently and heavily overlapped pedestrians. This algorithm is based on the following paper:

Donghoon Lee, Geonho Cha, Ming-Hsuan Yang, and Songhwai Oh, "Individualness and Determinantal Point Processes for Pedestrian Detection," in Proc. of the European Conference on Computer Vision (ECCV), Oct. 2016. (Supplementary material)
finalversion0870_page_1.jpg

Random Projection Forests


A variant of random forest algorithm using compressive sensing which is applied to estimate head pose from a low resolution image. This algorithm is based on the following paper:

Donghoon Lee, Ming-Hsuan Yang, and Songhwai Oh, "Fast and Accurate Head Pose Estimation via Random Projection Forests," in Proc. of the IEEE International Conference on Computer Vision (ICCV), Dec. 2015.
factEN_paper.jpg

factEN


A low-rank matrix approximation algorithm using elastic-net regularization of singular values. This algorithm is based on the following paper:

Eunwoo Kim, Minsik Lee, and Songhwai Oh, "Elastic-Net Regularization of Singular Values for Robust Subspace Learning", in Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2015.


MCMCDA_paper.jpg

Multi-Scan MCMCDA


A multi-target tracking algorithm for tracking an unknown number of targets in a cluttered environment. This algorithm is based on the following article:

Songhwai Oh, Stuart Russell, and Shankar Sastry, "Markov Chain Monte Carlo Data Association for Multi-Target Tracking," IEEE Transactions on Automatic Control, vol. 54, no. 3, pp. 481-497, Mar. 2009.

 

Document Actions