TPAMI is the #1 IEEE publication, and also #1 in both electrical engineering and artificial intelligence, as well as #3 in all of computer science (impact factor: 5.96). IJCV is ranked at the 2nd out of 94 journals in subject category computer science and artificial intelligence (impact factor: 5.358).

The top 3 computer vision conferences (CVPR, ECCV, ICCV) are highly competitive with acceptance rates about 20-25%: CVPR and ICCV have CiteSeer impact factor rankings in the top 5%, ECCV in the top 7%, of all computer science journals and conferences. NIPS is one of the top machine learning conferences (acceptance rate less than 25%) and BMVC is a prestigious vision conference.

 

Selected Journal Papers  

C. Xiong, G. Gao, S. Yan, Z. Zha, H. Ma and T-K. Kim, Adaptive Learning for Celebrity Identification with Video Context, IEEE Trans. on Multimedia, accepted to appear, 2014.
Download: pdf [KB]

K. Lee, Y. Su, T-K. Kim and Y. Demiris, A Syntactic Approach to Robot Imitation Learning using Probabilistic Activity Grammars, Robotics and Autonomous Systems Journal (RAS), 2013.
Download: pdf [KB]

Tae-Kyun Kim, Ignas Budvytis and Roberto Cipolla, Making a Shallow Network Deep: Conversion of a Boosting Classifier into a Decision Tree by Boolean Optimisation, International Journal of Computer Vision (IJCV), BMVC10 special issue, online first published, June 2011.
Download: pdf [1,642 KB]

Tae-Kyun Kim, Bjorn Stenger, Josef Kittler and Roberto Cipolla, Incremental Linear Discriminant Analysis Using Sufficient Spanning Sets and Its Applications, International Journal of Computer Vision (IJCV), 91(2):216-232, Jan 2011.
Download: pdf [2,101 KB]

Tae-Kyun Kim, Josef Kittler and Roberto Cipolla, On-line Learning of Mutually Orthogonal Subspaces for Face Recognition by Image Sets, IEEE Transactions on Image Processing (TIP), 19(4):1067-1074, April 2010.
Download: pdf [827 KB]

Tae-Kyun Kim and Roberto Cipolla, Canonical Correlation Analysis of Video Volume Tensors for Action Categorization and Detection, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 31(8):1415-1428, 2009. (Regular paper).
Download: pdf [780 KB]

Tae-Kyun Kim, Josef Kittler and Roberto 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).
Download: pdf  [5,977 KB]

Tae-Kyun Kim, Ognjen Arandjelovic and Roberto Cipolla, Boosted Manifold Principal Angles for Image Set-Based Recognition, Pattern Recognition, Vol.40, No.9, pp.2475-2484, 2007.
Download: pdf [992 KB]

Tae-Kyun Kim and Josef Kittler, Design and Fusion of Pose Invariant Face Identification Experts, IEEE Transactions on Circuit and System for Video Technology, Vol.16, No.9, pp.1096-1106, 2006.
Download: pdf [2,342 KB]

Tae-Kyun Kim and Josef Kittler, Locally Linear Discriminant Analysis for Multi-modally Distributed Classes for Face Recognition with a Single Model Image, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol.27, No.3, pp.318-327, Mar 2005 (Regular paper).
Download: pdf [3,947 KB]

Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang and Josef Kittler, Component-based LDA Face Description for Image Retrieval and MPEG-7 Standardisation, Image and Vision Computing, Vol.23, No.7, pp.631-642, 2005.
Download: pdf [475 KB]

Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang and Josef Kittler, Independent Component Analysis in a Local Facial Residue Space for Face Recognition, for Face Recognition, Pattern Recognition, Vol.37, No.9, pp.1873-1885, 2004.
Download: pdf [618 KB]

 

Selected Conference Papers  

A. Doumanoglou, T-K. Kim, X. Zhao, S. Malassiotis, Active Random Forests: An application to Autonomous Unfolding of Clothes, Proc. of European Conference on Computer Vision (ECCV), Zurich, Switzerland, 2014.
Download: pdf [KB]  

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.
Download: pdf [KB]  

A. Doumanoglou, A. Kargakos, T-K. Kim, S. Malassiotis, Autonomous Active Recognition and Unfolding of Clothes using Random Decision Forests and Probabilistic Planning, Proc. of IEEE Int. Conf. on Robotics and Automation (ICRA), Hong Kong, China, 2014 (KUKA best service robotics paper award).
Download: pdf [KB]  

D. Tang, A. Tejani*, H.J. Chang*, 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%). *indicates equal contribution.
Download: pdf [KB]  

C. Tsiotsios, M. Angelopoulou, T-K. Kim, A. Davison, Backscatter Compensated Photometric Stereo with 3 Sources, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, 2014.
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W. Luo, T-K. Kim, B. Stenger, X. Zhao, R. Cipolla, Bi-label Propagation for Generic Multiple Object Tracking, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, 2014.
Download: pdf [KB]  

X. Zhao, T-K. Kim, W. Luo, Unified Face Analysis by Iterative Multi-Output Random Forests, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Columbus, Ohio, USA, 2014.
Download: pdf [KB]  

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)
Download: pdf [2,148KB]  

Y. Pei, T-K. Kim and H. Zha, Unsupervised Random Forest Manifold Alignment for Lipreading, Proc. of IEEE Int. Conf. on Computer Vision (ICCV), Sydney, Australia, 2013.
Download: pdf [2,686KB] 

Tsz-Ho Yu, Tae-Kyun Kim, Roberto 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.
Download: pdf [12,522 KB] 

W. Luo and T-K. Kim, Generic Object Crowd Tracking by Multi-Task Learning, Proc. of British Machine Vision Conference (BMVC), Bristol, UK, 2013.
Download: pdf [2,521KB] 

Danhang Tang, Yang Liu, Tae-Kyun Kim, Fast Pedestrian Detection by Cascaded Random Forest with Dominant Orientation Templates, Proc. of British Machine Vision Conference (BMVC), Surrey, UK, 2012.
Download: pdf [2,492 KB] 

Yu Chen, Tae-Kyun Kim, Roberto Cipolla, Silhouette-based Object Phenotype Recognition Using 3D Shape Priors, Proc. of IEEE 13th Int. Conf. on Computer Vision (ICCV), Barcelona, Spain, 2011.
Download: pdf [1,946 KB] 

Yu Chen, Tae-Kyun Kim, Roberto Cipolla, Inferring 3D Shapes and Deformations from Single Views, Proc. of European Conference on Computer Vision (ECCV), Crete, Greece, 2010.
Download: pdf [2,336 KB] 

Tsz Ho Yu, Tae-Kyun Kim, Roberto Cipolla, Real-time Action Recognition by Spatiotemporal Semantic and Structural Forest, In Proc. of British Machine Vision Conference (BMVC), Aberystwyth, UK, 2010 (oral, accept rate=30/345).
Download: pdf [5,245 KB] 

Tae-Kyun Kim*, Ignas Budvytis*, Roberto Cipolla, Making a Shallow Network Deep: Growing a Tree from Decision Regions of a Boosting Classifier, In Proc. of British Machine Vision Conference (BMVC), Aberystwyth, UK, 2010 (oral, accept rate=30/345). *indicates equal contribution.
Download: pdf [3,283 KB] 

Tae-Kyun Kim and Roberto Cipolla, MCBoost: Multiple Classifier Boosting for Perceptual Co-clustering of Images and Visual Features, In Proc. of Advances in Neural Information Processing Systems (NIPS), Vancouver, Canada, 2008.
Download: pdf [477 KB]

Bjorn Stenger, Tom Woodley, Tae-Kyun Kim, Carlos Hernandez, Rorberto Cipolla, AIDIA - Adaptive Interface for Display InterAction, In Proc. of British Machine Vision Conference (BMVC), Leeds, UK, 2008.
Download: pdf [1,009 KB] 

Shu-Fai Wong, Tae-Kyun Kim and Roberto Cipolla, Learning Motion Categories Using Both Semantic and Structural Information, In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, MN, 2007.
Download: pdf [593 KB] 

Tae-Kyun Kim, Shu-Fai Wong and Roberto Cipolla, Tensor Canonical Correlation Analysis for Action Calssification, In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, MN, 2007.
Download: pdf [639 KB]

Tae-Kyun Kim, Shu-Fai Wong, Bjorn Stenger, Josef Kittler and Roberto 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.
Download: pdf [468 KB]

Tae-Kyun Kim, Josef Kittler, and Roberto Cipolla, Incremental Learning of Locally Orthogonal Subspaces for Set-based Object Recognition, In Proc. of British Machine Vision Conference (BMVC), pp.559-568, Edinburgh, UK, Sept 2006  (25% acceptance rate).
Download: pdf [478 KB]

Tae-Kyun Kim, Josef Kittler and Roberto Cipolla, Learning Discriminative Canonical Correlations for Object Recognition with Image Sets, In Proc. of European Conference on Computer Vision (ECCV), pp.251-262, Graz, Austria, 2006 (about 20% acceptance ratio). Also in Lecture Notes in Computer Science.
Download: pdf [460 KB]

Tae-Kyun Kim, Ognjen Arandjelovic and Roberto Cipolla, Learning over Sets using Boosted Manifold Principal Angles (BoMPA), In Proc. of British Machine Vision Conference (BMVC), pp.779-788, Oxford, U.K., Sept 2005.
Download: pdf [283 KB]

Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang, Seok-Cheol Kee and Josef Kittler, Independent Component Analysis in a Facial Local Residue Space, In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Madison, Wisconsin, 2003 (Oral presentation, 6% acceptance ratio).
Download: pdf [879 KB]

Tae-Kyun Kim, Josef Kittler, Hyun-Chul Kim and Seok-Cheol Kee, Discriminant Analysis by Multiple Locally Linear Transformations, In Proc. of British Machine Vision Conference (BMVC), East Anglia, Norwich, UK, 2003.
Download: pdf [368 KB]

Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang, Seok Cheol Kee, Jong Ha Lee, Component-based LDA Face Descriptor for Image Retrieval , In Proc. of British Machine Vision Conference (BMVC), Cardiff, UK, Sept. 2-5, 2002.
Download: pdf [220 KB]