Datasets and source codes, which are available for academic purposes only, are uploaded here and/or at the individual webpages of our team members.

 
 

Datasets

Action Recognition

APE Dataset
Related publication

T.H. Yu, T-K. Kim, and R. Cipolla, Unconstrained Monocular 3D Human Pose Estimation by Action Detection and Cross-modality Regression Forest, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, USA, 2013

 

Hand Gesture Recognition

ICVL Hand Posture Dataset
Related publications

D. Tang, H.J. Chang, A. Tejani, T-K. Kim, Latent Regression Forest: Structural Estimation of 3D Articulated Hand Posture, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, 2014 (oral, accept rate=5.75%)

D. Tang, T.H. Yu and T-K. Kim, Real-time Articulated Hand Pose Estimation using Semi-supervised Transductive Regression Forests, Proc. of IEEE Int. Conf. on Computer Vision (ICCV), Sydney, Australia, 2013 (oral, accept rate=41/1629)

 
Cambridge Hand Gesture Database
Related publication

T-K. Kim and R. Cipolla, Gesture Recognition Under Small Sample Size, In Proc. 8th Asian Conf. on Computer Vision (ACCV) (Lecture Notes in Computer Science), Tokyo, Japan, November 2007. (Oral, 8.4% acceptance ratio)

 

3D Object Detection

ICVL 6 DoF Object Pose Estimation
Related publication

A. Tejani, D. Tang, R. Kouskouridas, T-K. Kim, Latent-Class Hough Forests for 3D Object Detection and Pose Estimation, Proc. of European Conference on Computer Vision (ECCV), Zurich, Switzerland, 2014

 

Face Recognition

ICVL Celebrity Face Dataset
Related publication

C. Xiong, G. Gao, S. Yan, Z. Zha, H. Ma, T-K. Kim, Adaptive Learning for Celebrity Identification with Video Context, IEEE Trans. on Multimedia, Vol.16, No.5, Aug 2014

 
Cambridge Fase Dataset
Related publication

T-K. Kim, S-F. Wong, B. Stenger, J. Kittler and R. Cipolla, Incremental Linear Discriminant Analysis Using Sufficient Spanning Set Approximations, In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, MN, 2007.

 
 

Source codes

Anisotropic Diffusion in Image Processing
Source code
Related publication

C. Tsiotsios and M. Petrou, On the Choice of the Parameters for Anisotropic Diffusion in Image Processing,Pattern Recognition, Volume 46, Issue 5, May 2013

 
Discriminative Canonical Correlations
Source code
Related publication

T-K. Kim, J. Kittler and R. Cipolla, Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol.29, No.6, 2007 (Regular paper).

 
Incremental Linear Discriminant Analysis
Source code
Related publication

T-K. Kim, S-F. Wong, B. Stenger, J. Kittler and R. Cipolla, Incremental Linear Discriminant Analysis Using Sufficient Spanning Set Approximations, In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, MN, 2007.