I.C.V.L.

W. Luo, B. Stenger, X. Zhao, T-K. Kim, Super-pixel and Deformable Part Model Based Multi-object Tracking by Automatic Topic Discovery, IEEE Trans on Image Processing (TIP), (accepted to appear) 2018.

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Publication year 2018

X. Chen, G. Wang, C. Zhang, T-K. Kim, X. Ji, SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds, IEEE Access, (accepted to appear) 2018.

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Publication year 2018

Q. Ye, T-K. Kim, Occlusion-aware Hand Pose Estimation Using Hierarchical Mixture Density Network, Proc. of European Conf. on Computer Vision (ECCV), Munich, Germany, 2018 (oral).

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Publication year 2018

B. Gecer, B. Bhattarai, J. Kittler, T-K. Kim, Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model, Proc. of European Conf. on Computer Vision (ECCV), Munich, Germany, 2018.

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Publication year 2018

T. Hodan, F. Michel, E. Brachmann, W. Kehl, A. Buch, D. Kraft, B. Drost, J. Vidal, S. Ihrke, X. Zabulis, C. Sahin, F. Manhardt, F. Tombari, T-K. Kim, J. Matas, C. Rother, BOP: Benchmark for 6D Object Pose Estimation, Proc. of European Conf. on Computer Vision (ECCV), Munich, Germany, 2018.

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Publication year 2018

C. Sahin, T-K. Kim, Recovering 6D Object Pose: A Review and Multi-modal Analysis, ECCV workshop on Assistive Computer Vision and Robotics (ACVR), Munich, Germany, Sep 2018.

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Publication year 2018

C. Sahin, T-K. Kim, Category-level 6D Object Pose Recovery in Depth Images, ECCV workshop on Recovering 6D Object Pose, Munich, Germany, Sep 2018.

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Publication year 2018

D. Antotsiou, G. Garcia-Hernando, T-K Kim, Task Oriented Hand Motion Retargeting for Dexterous Manipulation Imitation, ECCV workshop on Observing and Understanding Hands in Action (HANDS), Munich, Germany, Sep 2018.

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Publication year 2018

J. Sock, K.I. Kim, C. Sahin, T-K. Kim, Multi-Task Deep Networks for Depth-Based 6D Object Pose and Joint Registration in Crowd Scenarios, Proc. of British Machine Vision Conference (BMVC), Newcastle upon Tyne, UK, 2018.

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Publication year 2018

D. Tang, Q. Ye, S. Yuan, J. Taylor, P. Kohli, C. Keskin, T-K. Kim, J. Shotton, Opening the Black Box: Hierarchical Sampling Optimization for Estimating Human Hand Pose, IEEE Trans on PAMI (TPAMI), accepted to appear, 2018.

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Publication year 2018

S. Baek, K.I. Kim, T-K. Kim, Augmented skeleton space transfer for depth-based hand pose estimation, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, 2018. (oral, accept rate=2.1%).

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Publication year 2018

G. Garcia-Hernando, S. Yuan, S. Baek, T-K. Kim, First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, 2018. (Spotlight).

S. Yuan, G. Garcia-Hernando, B. Stenger, G. Moon, J. Y. Chang, K. M. Lee, P. Molchanov, J. Kautz, S. Honari, L. Ge, J. Yuan, X. Chen, G. Wang, F. Yang, K. Akiyama, Y. Wu, Q. Wan, M. Madadi, S. Escalera, S. Li, D. Lee, I. Oikonomidis, A. Argyros, T-K. Kim, 3D Hand Pose Estimation: From Current Achievements to Future Goals, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, USA, 2018.

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Publication year 2018

S. Kasaei, J. Sock, L. Lopes, A. Tome, T-K. Kim, Perceiving, Learning, and Recognizing 3D Objects: An Approach to Cognitive Service Robots, Proc. of the Association for the Advancement of Artificial Intelligence (AAAI), New Orleans, USA, 2018 (accept rate<25%). (Oral).

Y. Pei, Y. Yi, G. Ma, T-K. Kim, T. Xu, and H. Zha, Finding Spatially-Consistent Supervoxel Correspondence of Cone-Beam Computed Tomography Images, IEEE Trans. on Medical Imaging, accepted to appear, 2018.

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Publication year 2018

V. Balntas, A. Doumanoglou, C. Sahin, J. Sock, R. Kouskouridas, T-K. Kim, Pose Guided RGBD Feature Learning for 3D Object Pose Estimation, Proc. of IEEE Int. Conf. on Computer Vision (ICCV), Venice, Italy, 2017.

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Publication year 2017

B. Gecer, V. Balntas, and T-K. Kim, Learning Deep Convolutional Embeddings for Face Representation Using Joint Sample- and Set-based Supervision, Proc. of IEEE ICCV workshop on Analysis and Modeling of Faces and Gestures (AMFG), Venice, Italy, 2017.

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Publication year 2017

J. Sock, S. Kasaei, L. Lopes, T.-K. Kim, Multi-view 6D Object Pose Estimation and Camera Motion Planning using RGBD Images, Proc. of IEEE ICCV 3rd workshop on Recovering 6D Object Pose, Venice, Italy, 2017.

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Publication year 2017

S. Baek, Z. Shi, M. Kawade, T-K. Kim, Kinematic-layout-aware Random Forests for Depth-based Action Recognition, Proc. of British Machine Vision Conference (BMVC), London, UK, 2017 (Oral, 8.4% acceptance ratio).

G. Garcia-Hernando, T-K. Kim, Transition Forests: Learning Discriminative Temporal Transitions for Action Recognition and Detection, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, USA, 2017.

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Publication year 2017

Z. Shi, T-K. Kim, Learning and Refining of Privileged Information-based RNNs for Action Recognition from Depth Sequences, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, USA, 2017.

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Publication year 2017

S. Yuan, Q. Ye, B. Stenger, S. Jain, T-K. Kim, Big Hand 2.2M Benchmark: Hand Pose Data Set and State of the Art Analysis, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, USA, 2017.

Download: pdf – Dataset

Publication year 2017

C. Sahin, R. Kouskouridas, T-K. Kim, A Learning-based Variable Size Part Extraction Architecture for 6D Object Pose Recovery in Depth Images, Journal of Image and Vision Computing (IVC), 63:38-50, 2017.

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Publication year 2017

C. Tsiotsios, A.J. Davison, T-K. Kim, Near-lighting Photometric Stereo for Unknown Scene Distance and Medium Attenuation, Journal of Image and Vision Computing (IVC), 57:44-57, 2017.

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Publication year 2017

Y. Liu, M. Hoai, M. Shao, T-K. Kim, Latent Bi-constraint SVM for Video-based Object Recognition, IEEE Trans. on Circuit and System for Video Technology (TCSVT), accepted to appear, 2017.

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Publication year 2017

S. Baek, K. I. Kim, T-K. Kim, Real-time Online Action Detection Forests Using Spatio-temporal Contexts,Proc. of IEEE Winter Conference on Applications of Computer Vision (WACV), Santa Rosa, CA, USA, 2017.

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Publication year 2017

I. Serrano, G. Garcia-Hernando, O. Deniz, G. Bueno and T-K. Kim, Spatio-Temporal Elastic Cuboid Trajectories for Efficient Fight Recognition Using Hough Forests, Journal of Machine Vision Application, accepted to appear, 2017.

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Publication year 2017

R. Kouskouridas*, A. Tejani*, A. Doumanoglou, D. Tang, T-K. Kim, Latent-Class Hough Forests for 6 DoF Object Pose Estimation, IEEE Trans on PAMI (TPAMI), accepted to appear, 2016 (* indicates equal contribution).

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Publication year 2016

D. Tang, H.J. Chang, A. Tejani, T-K. Kim, Latent Regression Forest: Structural Estimation of 3D Articulated Hand Posture, IEEE Trans on PAMI (TPAMI), accepted to appear, 2016.

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Publication year 2016

Q. Ye*, S. Yuan*, T-K. Kim, Spatial Attention Deep Net with Partial PSO for Hierarchical Hybrid Hand Pose Estimation, Proc. of European Conf. on Computer Vision (ECCV), Amsterdam, Netherlands, 2016 (* indicates equal contribution).

Download: pdf – Video – Project page

Publication year 2016

A. Doumanoglou, R. Kouskouridas, S. Malassiotis, T-K. Kim, Recovering 6D Object Pose and Predicting Next-Best-View in the Crowd, Proc. of IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Las Vegas, USA, 2016.

Download: pdf – Dataset / Project page

Publication year 2016

A. Doumanoglou, J. Stria, G. Peleka, I. Mariolis, V. Petrík, A. Kargakos, L. Wagner, V. Hlavác, T-K. Kim, S. Malassiotis, Folding Clothes Autonomously: A Complete Pipeline, IEEE Trans. on Robotics (TRO), 2016.

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Publication year 2016

Y. Jang, I. Jeon, T-K. Kim, W. Woo, SD Gesture: Static and Dynamic Gesture Estimation for Manipulating a Function-Equipped AR Object, IEEE Trans. on Human-Machine Systems, accepted to appear, 2016 (also received the best poster award at IEEE CVPR workshop on HANDS 2016).

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Publication year 2016

H.J. Chang*, G. Garcia-Hernando*, D. Tang, T-K. Kim, Spatio-Temporal Hough Forest for efficient detection-localisation-recognition of fingerwriting in egocentric camera, Computer Vision and Image Understanding 148: 87-96 (2016), (*indicates equal contribution).

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Publication year 2016

C. Tsiotsios, T-K. Kim, A. J. Davison, S. G. Narasimhan, Model effectiveness prediction and system adaptation for photometric stereo in murky water, Computer Vision and Image Understanding 148: 87-96, 2016.

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Publication year 2016

M. Shao, D. Tang, Y. Liu, T-K. Kim, A comparative study of video-based object recognition from an egocentric viewpoint, Neurocomputing 171: 982-990, 2016.

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Publication year 2016

C. Xiong, L. Liu, X. Zhao, S. Yan, T-K. Kim, Convolutional Fusion Network for Face Verification in the Wild, IEEE Trans. Circuits Syst. Video Techn. 26(3): 517-528, 2016.

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Publication year 2016

C. Sahin, R. Kouskouridas, T-K. Kim, Iterative Hough Forest with Histogram of Control Points for 6 DoF object registration from depth images, IROS 2016: 4113-4118.

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Publication year 2016

G. Garcia-Hernando, H.J. Chang, I. Serrano, O. Déniz, T-K. Kim, Transition Hough forest for trajectory-based action recognition, WACV 2016: 1-8.

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Publication year 2016

D. Tang, J. Taylor, P. Kholi, C. Keskin, T-K. Kim, J. Shotton, Opening the Black Box: Hierarchical Sampling Optimization for Estimating Human Hand Pose, Proc. of IEEE Int. Conf. on Computer Vision (ICCV), Santiago, Chile, 2015 (oral).

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Publication year 2015

C. Xiong, X. Zhao, D. Tang, S. Yan, T-K. Kim, Conditional Convolutional Neural Network for Modality-aware Face Recognition, Proc. of IEEE Int. Conf. on Computer Vision (ICCV), Santiago, Chile, 2015.

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Publication year 2015

W. Luo, B. Stenger, X. Zhao, T-K. Kim, Automatic Topic Discovery for Multi-object Tracking, Proc. of the Association for the Advancement of Artificial Intelligence (AAAI), Austin Texas, USA, 2015 (oral).

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Publication year 2015

Y. Jang, S. Noh, H. Chang, T-K. Kim, W. Woo, 3D Finger CAPE: Clicking Action and Position Estimation under Self-Occlusions in Egocentric Viewpoint, Proc. of IEEE Virtual Reality (VR), Arles, France, 2015 (full paper, accept rate=13.8% (13/94)), also in IEEE Trans. on Visualization and Computer Graphics, 21(4):501-510, Apr 2015.

Download: pdf – Video – Project page

Publication year 2015

K. Lee, D. Ognibene, H. Chang, T-K. Kim, Y. Demiris, STARE: Spatio-Temporal Attention Relocation for Multiple Structured Activities Detection, IEEE Trans. on Image Processing (TIP), 24(12):5916-5927, 2015.

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Publication year 2015

M. Hameed , G. Garcia, T-K. Kim, Novel Spatio-temporal Features for Fingertip Writing Recognition in Egocentric Viewpoint, Proc. of IAPR Conf. on Machine Vision Applications (MVA), Tokyo, Japan, May 2015.

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Publication year 2015

K. Chaiyasarn, T-K. Kim, F. Viola, R. Cipolla, K. Soga, Towards distortion-free image mosaicing for tunnel inspection based on robust cylindrical surface estimation via structure from motion, ASCE's Journal of Computing in Civil Engineering, 2015.

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Publication year 2015

Y. Liu, R. Kouskouridas, T-K. Kim, Video-based Object Recognition with Weekly Supervised Object Localisation, Asian Conf. on Pattern Recognition, Kuala Lumpur, Malaysia, Nov 2015.

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Publication year 2015

O. Deniz, I. Serrano, G. Bueno, T-K. Kim, Fast Fight Detection, PLOS ONE, 10(4), 2015.

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Publication year 2015

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.

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Publication year 2014

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 – Additional Video – Dataset

Publication year 2014

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 – Slides – IEEE Spectrum Article

Publication year 2014

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, USA, 2014 (oral, accept rate=5.75%, * indicates equal contribution).

Download: pdf – Dataset / Project page

Publication year 2014

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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Publication year 2014

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.

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Publication year 2014

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.

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Publication year 2014

Y. Liu*, Y. Jang*, W. Woo, T-K. Kim, Video-based Object Recognition using Novel Set-of-Sets Representation, Proc. of 3rd Workshop on Egocentric (First-person) Vision (In conjunction with CVPR), Columbus, Ohio, USA, 2014.

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Publication year 2014

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.

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Publication year 2014

W. Hoo, T-K. Kim, Y. Pei, C. Chan, Image Classfication by Codebook Updating via Joint i-Pat Topic Model Feedback, Proc. of International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, 2014 (oral).

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Publication year 2014

O. Deniz, I. Serrano, G. Bueno and T-K. Kim, Fast Violence Detection in Video, The 9th International Conference on Computer Vision Theory and Applications (VISAPP), Lisbon, Portugal, 2014(oral).

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Publication year 2014

W. Luo, X. Zhao, T-K. Kim, Multiple Object Tracking: A Review, arXiv:1409.7618, 2014.

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Publication year 2015

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).

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Publication year 2013

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.

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Publication year 2013

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.

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Publication year 2013

W. Luo and T-K. Kim, Generic Object Crowd Tracking by Multi-Task Learning, Proc. of British Machine Vision Conference (BMVC), Bristol, UK, 2013.

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Publication year 2013

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), Elsevier, Volume 61, Issue 12, pp.1323-1334, 2013.

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Publication year 2013

D. Tang, Y. Liu and T-K. Kim, Fast Pedestrian Detection by Cascaded Random Forest with Dominant Orientation Templates, Proc. of British Machine Vision Conference (BMVC), Surrey, UK, 2012.

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Publication year 2012

K. Lee, T-K. Kim and Y. Demiris, Learning Reusable Task Components using Hierarchical Activity Grammars with Uncertainties, Proc. of IEEE International Conference on Robotics and Automation (ICRA), Saint Paul, Minnesota, USA, May 2012 (oral).

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Publication year 2012

K. Lee, T-K. Kim and Y. Demiris, Learning Action Symbols for Hierarchical Grammar Induction, Proc. of International Conference on Pattern Recognition (ICPR), Tsukuba Science City, Japan, Nov 2012 (oral).

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Publication year 2012

C. Xiong and T-K. Kim, Set-Based Label Propagation of Face Images, Proc. of IEEE International Conference on Image Processing (ICIP), Orlando, Florida, USA, Oct 2012.

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Publication year 2012

Y. Chen, T-K. Kim and R. Cipolla, Silhouette-based Object Phenotype Recognition Using 3D Shape Priors, Proc. IEEE 13th Int. Conf. on Computer Vision (ICCV), Barcelona, Spain, November 2011.

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Publication year 2011

T-K. Kim, I. Budvytis, R. Cipolla, Making a Shallow Network Deep: Conversion of a Boosting Classifier into a Decision Tree by Boolean Optimisation, International Journal of Computer Vision (IJCV), 100(2):203-215, 2012 (BMVC10 special issue, online first published, June 2011).

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Publication year 2011

T-K. Kim and R. Cipolla, Multiple Classifier Boosting and Tree-Structured Classifiers, a bookchapter in Machine Learning for Computer Vision, Springer, 2012 (ISBN 978-3-642-28660-5).

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Publication year 2011

Y. Chen, T-K. Kim, R. Cipolla, Inferring 3D Shapes and Deformations from Single Views, Proc. of European Conference on Computer Vision (ECCV), Crete, Greece, 2010.

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Publication year 2010

T-K. Kim, B. Stenger, J. Kittler and R. Cipolla, Incremental Linear Discriminant Analysis Using Sufficient Spanning Sets and Its Applications, International Journal of Computer Vision (IJCV), 91(2):216-232, Jan 2011.

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Publication year 2010

T.H. Yu, T-K. Kim, R. Cipolla, Real-time Action Recognition by Spatiotemporal Semantic and Structural Forest, Proc. of British Machine Vision Conference (BMVC), Aberystwyth, UK, 2010 (oral, accept rate=30/345).

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Publication year 2010

U. Bonde, T-K. Kim, K.R. Ramakrishnan, Randomised Manifold Forests for Principal Angle based Face Recognition, Proc. of Asian Conf. on Computer Vision (ACCV), Queenstown, New Zealand, 2010.

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Publication year 2010

T-K. Kim*, I. Budvytis*, R. Cipolla, Making a Shallow Network Deep: Growing a Tree from Decision Regions of a Boosting Classifier, Proc. of British Machine Vision Conference (BMVC), Aberystwyth, UK, 2010 (oral, accept rate=30/345) * indicates equal contribution.

Download: pdf – Slides

Publication year 2010

T-K. Kim, T. Woodley, B. Stenger, R. Cipolla, Online Multiple Classifier Boosting for Object Tracking, Proc. of IEEE CVPR workshop on Online Learning for Computer Vision, San Francisco, USA, Jun 2010 (oral).

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Publication year 2010

T-K. Kim, J. Kittler, R. Cipolla, On-line Learning of Mutually Orthogonal Subspaces for Face Recognition by Image Sets, IEEE Trans. on Image Processing (TIP), 19(4):1067-1074, April 2010.

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Publication year 2010

K. Chaiyasarn, T-K. Kim, R. Cipolla, K. Soga, Image Mosaicing via Quadric Surface Estimation with Priors for Tunnel Inspection, Proc. of IEEE International Conference on Image Processing (ICIP), Cairo, Egypt, Nov 2009.

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Publication year 2009

B. Stenger, T. Woodley, T-K. Kim, R. Cipolla, A Vision-based Interface for Display Interaction, HCI 2009 - 23rd BCS Conference on Human-Computer Interaction, Cambridge, UK, Sep 2009.

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Publication year 2009

N. Mavaddat, T-K. Kim and R. Cipolla, Design and evaluation of features that best define text in complex scene images, Proc. of IAPR Conf. on Machine Vision Applications (MVA), Japan, May 2009.

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Publication year 2009

T-K. Kim and R. Cipolla, MCBoost: Multiple Classifier Boosting for Perceptual Co-clustering of Images and Visual Features, In Advances in Neural Information Processing Systems (NIPS), Vancouver, Canada, Dec. 2008.

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Publication year 2008

T-K. Kim and R. 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).

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Publication year 2008

B. Stenger, T. Woodley, T-K. Kim, C. Hernandez, R. Cipolla, AIDIA - Adaptive Interface for Display InterAction, Proc. of British Machine Vision Conference (BMVC), Leeds, UK, 2008.

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Publication year 2008

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).

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Publication year 2007

S-F. Wong, T-K. Kim and R. 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.

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Publication year 2007

T-K. Kim, S-F. Wong and R Cipolla, Tensor Canonical Correlation Analysis for Action Classification, In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, MN, 2007.

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Publication year 2007

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.

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Publication year 2007

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).

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Publication year 2007

T-K. Kim, O. Arandjelovic and R. Cipolla, Boosted Manifold Principal Angles for Image Set-Based Recognition, Pattern Recognition, Vol.40, No.9, pp.2475-2484, 2007.

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Publication year 2007

T-K. Kim, J. Kittler and R. Cipolla, Learning Discriminative Canonical Correlations for Object Recognition with Image Sets, In Proc. of European Conference on Computer Vision (ECCV) (Lecture Notes in Computer Science), pages 251-262, Graz, Austria, 2006. (about 20% acceptance ratio)

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Publication year 2006

T-K. Kim and J. 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.

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Publication year 2006

T-K. Kim, J. Kittler, and R. Cipolla, Incremental Learning of Locally Orthogonal Subspaces for Set-based Object Recognition, Proc. IAPR British Machine Vision Conference (BMVC), pages 559-568, Edinburgh, UK, Sept 2006. (25% acceptance rate)

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Publication year 2006

T-K. Kim and J. 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, 2005 (Regular paper).

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Publication year 2005

T-K. Kim, H. Kim, W. Hwang and J. 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.

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Publication year 2005

T-K. Kim and J. Kittler, Composite Support Vector Machines with the Extended Discriminative Features For Accurate Face Detection, IEICE Transactions on Information & Systems, Vol.E88-D, No.10, Oct 2005.

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Publication year 2005

T-K. Kim, O. Arandjelovic and R. Cipolla, Learning over Sets using Boosted Manifold Principal Angles (BoMPA), IAPR British Machine Vision Conference (BMVC), pp.779-788, Oxford, U.K., Sept 2005.

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Publication year 2005

T-K. Kim, H. Kim, W. Hwang and J. Kittler, Independent Component Analysis in a Local Facial Residue Space for Face Recognition, Pattern Recognition, Vol.37, No.9, pp.1873-1885, 2004.

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Publication year 2004

T-K. Kim and J. Kittler, Combining Classifier for Face Identification at Unknown Views with a Single Model Image, Joint IAPR International Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition (SSPR+SPR) (Lecture Notes in Computer Science), Lisbon, Portugal, August, 2004.

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Publication year 2004

W. Hwang, T-K. Kim, and S-C. Kee, LDA with Subgroup PCA Method for Facial Image Retrieval, 5th International Workshop on Image Analysis for Multimedia Interactive Services(WIAMIS), Portugal, April 2004.

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Publication year 2004

H. Kim, T-K. Kim, W. Hwang and S-C. Kee, A Recursive Matching Method for Content-based Image Retrieval, 5th International Workshop on Image Analysis for Multimedia Interactive Services(WIAMIS), Portugal, April 2004.

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Publication year 2004

T-K. Kim, H. Kim, W. Hwang, S-C. Kee and J. Kittler, Independent Component Analysis in a Facial Local Residue Space, Proc. IEEE Computer Vision and Pattern Recognition (CVPR), Madison, Wisconsin, 2003 (Oral presentation, 6% acceptance ratio).

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Publication year 2003

T-K. Kim, J. Kittler, H-C. Kim and S-C. Kee, Discriminant Analysis by Multiple Locally Linear Transformations, Proc. IAPR British Machine Vision Conference (BMVC), East Anglia, Norwich, UK, 2003.

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Publication year 2003

T-K. Kim, H. Kim, W. Hwang, S-C. Kee and J. Kittler, Face Description based on Decomposition and Combining of a Facial Space with LDA, Proc. IEEE International Conference on Image Processing (ICIP), Spain, 2003.

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Publication year 2003

H. Kim, T-K. Kim, W. Hwang, S-C. Kee, and S-R. Kim, A Recursive Matching Method for Content-based Image Retrieval, WSEAS Transactions on Computers, Vol.2, No.4, pp.1035-1039, 2003.

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Publication year 2003

Y-H. Sung, T-K. Kim, S-C. Kee, Hierarchical Combination of Face/Non-face Classifiers based on Gabor Wavelet and Support Vector Machines, Proc. IAPR Workshop on Machine Vision Applications (MVA), Japan, 2002.

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Publication year 2002

T-K. Kim, H. Kim, W. Hwang, S-C. Kee, J-H. Lee, Component-based LDA Face Descriptor for Image Retrieval, Proc. IAPR British Machine Vision Conference (BMVC), Cardiff, UK, Sept. 2-5, 2002.

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Publication year 2002

T-K. Kim, D. Kong and S-R. Kim, Learning a Dicision Boundary for Face Detection, Proc. IEEE International Conference on Image Processing (ICIP), Rochester, New York, Sept. 22-25, 2002.

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Publication year 2002

P. Bazanov, T-K. Kim, S-C. Kee and S-U. Lee, Hybrid and Parallel Face Classifier based on Artificial Neural Networks and Principal Component Analysis, Proc. IEEE International Conference on Image Processing (ICIP), Rochester, New York, Sept. 22-25, 2002.

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Publication year 2002

T-K. Kim, S-U. Lee, J-H. Lee, S-C. Kee and S-R. Kim, Integrated Approach of Multiple Face Detection for Video Surveillance, Proc. IAPR/IEEE International Conference on Pattern Recognition (ICPR), Quebec, Canada, August 11-15, 2002.

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Publication year 2002

T-K. Kim, S-C. Kee and S-R. Kim, Real-Time Normalization and Feature Extraction of 3D Face Data Using Curvature Characteristics, The 10th IEEE International Workshop on Robot-Human Interactive Communication (ROMAN), Paris, France, 2001

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Category: Misc

T-K. Kim, C. Choi and S-R. Kim, Face Detection Using Consecutive Bootstrapping ICA, The 6th Biennial International Symposium on Communications (ISCOM), Tainan, Taiwan, 2001

Category: Misc

T-K. Kim, Y-J. Lee, M-J. Chung, Self localization of a mobile robot by recognizing color objects in an omnidirectional image, The 5th International Symposium on Artificial Life and Robotics (AROB), Japan, 2000

Category: Misc

T-K. Kim, Y. Lee and M. Chung, Global Positioning of a Mobile Robot based on Color Omnidirectional Image Understanding, KIEE (Korean Institute of Electrical Engineers) Transactions, Vol. 49D, No. 6, Jun. 2000

Category: Misc

Dr. T-K. Kim has co-authored 6 MPEG-7 (ISO/IEC JTC1/SC29/WG11) standard documents and more than 12 international patents. The joint proposal of Samsung and NEC corporation for the face image descriptor, for which Dr. Kim developed the main algorithms, is the international standard of ISO/IEC JTC1/SC29.

Selected MPEG-7 proposals (including the winning proposal)

H. Kim, T-K.Kim, J-H. Lee, W. Hwang, S-C. Kee, Component-based 2nd-order ICA Face Descriptor, ISO/IEC JTC1/SC21/WG11 MPEG2002/M7953, Jeju Island, March 2002

T-K. Kim, H. Kim, W. Hwang, S-C. Kee, Component-based LDA Face Descriptor, ISO/IEC JTC1/SC29/WG11 MPEG2002/M8243, Fairfax, USA, May 2002

T. Kamei, A. Yamada, T-K. Kim, H. Kim, W. Hwang, S-C. Kee, Advanced Face Descriptor Using Fourier and Intensity LDA Features, ISO/IEC JTC1/SC21/WG11 MPEG2002/M8998, Shanghai, Oct 2002

T. Kamei, A. Yamada, T-K. Kim, H. Kim, W. Hwang, and S-C. Kee, CE report on Advanced Face Recognition Descriptor, ISO/IEC JTC1/SC29 WG11 MPEG-9178, Awaji, Japan, Dec 2002

W. Hwang, H. Kim, T-K. Kim, S-C. Kee, and J. Lee, Result of Component-based 2nd-order ICA Face Descriptor, ISO/IEC JTC1/SC29 WG11 MPEG-8270, Fairfax, USA, May, 2002

H. Kim, W. Hwang, T-K. Kim, and S-C. Kee, Component-Based LDA Face Descriptor using Pose Estimation, ISO/IEC JTC1/SC29 WG11 MPEG-8572, Klagenfurt, Austria, Jul 2002

Selected International (USA/Europe/Japan) Patents (*from http://www.patentstorm.us/, U.S. patents only)

H. Kim, T-K. Kim, S-C. Kee, J. Lee, W. Hwang, C. Choi, Method and apparatus of recognizing face using 2nd-order independent component analysis (ICA)/principal component analysis (PCA), US Patent 7164781

H Kim, T-K. Kim, S-C. Kee, J. Lee, W. Hwang, Method and apparatus of recognizing face using component-based 2nd-order principal component analysis (PCA)/independent component analysis (ICA), US Patent 7254257

H. Kim, T-K. Kim, W. Hwang, S-C. Kee, Face recognition method and apparatus using component-based face descriptor, US Patent 7203346

H. Kim, T-K. Kim, W. Hwang, S-C. Kee, Image retrieval method and apparatus using iterative matching, US Patent 7298931

I. Cho, T-K. Kim, Apparatus and method for providing security in a base or mobile station by using detection of face information, US Patent 7146025

S-C. Kee, T-K. Kim, Face recognition method using artificial neural network and apparatus thereof, US Patent 7295687

T-K. Kim, J. Lee, System and method for detecting and tracking a plurality of faces in real time by integrating visual ques, US Patent 7352880

T-K. Kim, I. Cho, J-H. Lee, Illumination-invariant object tracking method and image editing system using the same, US Patent 7171023

T. Kamei, H. Kim, T-K. Kim, W. Hwang, S-C. Kee, Method and apparatus for extracting feature vector used for face recognition and retrieval, US Patent 7391889

T-K. Kim, H. Kim, S-C. Kee, W. Hwang, Component-based LDA (Linear Discriminant Analysis) Face Descriptor, P20020023255

T-K. Kim, Method and system for face detection using pattern classifier, US Patent 7447338

Y-H. Sung, T-K. Kim, Human Detection Method and Apparatus, US Patent 7409091

T-K. Kim, Face identification apparatus, medium, and method, US Patent Application 20070086627

T-K. Kim, Method for feature extraction using local linear transformation functions, and method and apparatus for image recognition employing the same, US Patent Application 20050078869

PhD Thesis

Guillermo Garcia Hernando, PhD Thesis, Dept. of Electrical-Electronic Engineering, Imperial College London, 2017 – link

Chao Xiong, Towards multi-modal face recognition in the wild, Dept. of Electrical-Electronic Engineering, Imperial College London, 2016 – link

Andreas Doumanoglou, Active recognition and pose estimation of rigid and deformable objects in 3D space, Dept. of Electrical-Electronic Engineering, Imperial College London, 2016 – link

Wenhan Luo, Generic multiple object tracking, Dept. of Electrical-Electronic Engineering, Imperial College London, 2016 – link

Yang Liu, PhD Thesis, Dept. of Electrical-Electronic Engineering, Imperial College London, 2016 – link

Danhang Tang, 3D hand pose regression with variants of decision forests, Dept. of Electrical-Electronic Engineering, Imperial College London, 2015 – link

Chourmouzios Tsiotsios, Shape estimation in murky water using photometric stereo, Dept. of Electrical-Electronic Engineering, Imperial College London, 2015 – link

MPhil Thesis

Alykhan Tejani, Latent-Class Hough Forests for 3D object detection and pose estimation of rigid objects, Dept. of Electrical-Electronic Engineering, Imperial College London, 2016 – link

MSc Thesis

Muhammad Hameed, Hand Gesture Recognition For Egocentric Depth Video, Dept. of Electrical-Electronic Engineering, Imperial College London, 2014 – link

Florent Vouin, Data fusion forest for single depth image super-resolution, Dept. of Electrical-Electronic Engineering, Imperial College London, 2013 – link

Chao Xiong, Automatic face image tagging and recognition, Dept. of Electrical-Electronic Engineering, Imperial College London, 2011 – link

Yiming Lin, MSc Thesis, Dept. of Electrical-Electronic Engineering, Imperial College London, 2011 – link

Anant Baijal, MSc Thesis, Dept. of Electrical-Electronic Engineering, Imperial College London, 2011 – link

Nicolas Nitche, MSc Thesis, Dept. of Electrical-Electronic Engineering, Imperial College London, 2011 – link

MEng Thesis

Aaron S Low, Depth to Colour Translation for 3D Hand Pose Estimation From Monocular RGB With Generated Adversarial Networks, Dept. of Electrical-Electronic Engineering, Imperial College London, 2018 – pdf

Tomas Pulmann, RGBD Feature Learning for 6D Object Pose Estimation, Dept. of Electrical-Electronic Engineering, Imperial College London, 2018 – pdf

Guillaume Rame, Fooling Neural Networks using Adversarial Image Perturbations, Dept. of Electrical-Electronic Engineering, Imperial College London, 2018 – pdf

Nathan Cavaglione, Action group recognition from 3D hand poses, Dept. of Electrical-Electronic Engineering, Imperial College London, 2018 – pdf

Hemang Rishi, MEng Thesis, Dept. of Electrical-Electronic Engineering, Imperial College London, 2016 – pdf

Bryan WenHao Huang, MEng Thesis, Dept. of Electrical-Electronic Engineering, Imperial College London, 2015 – pdf

Jeremy Wong Ruiming, MEng Thesis, Dept. of Electrical-Electronic Engineering, Imperial College London, 2015 – pdf

Ruo Xi Yong, MEng Thesis, Dept. of Electrical-Electronic Engineering, Imperial College London, 2015 – pdf

Ju-il Sock, MEng Thesis, Dept. of Electrical-Electronic Engineering, Imperial College London, 2012 – pdf

Mang Shao, MEng Thesis, Dept. of Electrical-Electronic Engineering, Imperial College London, 2012 – pdf

Technical Reports

Y. Chen, T-K. Kim, R. Cipolla, Inferring 3D Shapes and Deformations from Single Views, Technical report, CUED/F-INFENG/TR654, Dept. of Engineering, Univ. of Cambridge, July 2010 – pdf

V. Badrinarayanan, T-K. Kim, R. Cipolla, Semantic Label Propagation in Video Sequences, Cambridge-Toyota project progress report, 23 Oct 2009

T-K. Kim, I. Budvytis, R. Cipolla, Making a Shallow Network Deep: Growing a Tree from Decision Regions of a Boosting Classifier, Technical report, CUED/F-INFENG/TR633, Dept. of Engineering, Univ. of Cambridge, June 2009 – pdf

T-K. Kim, T. Woodley, B. Stenger, R. Cipolla, Online Multiple Classifier Boosting for Object Tracking, Technical report, CUED/F-INFENG/TR631, Dept. of Engineering, Univ. of Cambridge, June 2009 – pdf

T-K. Kim, PhD Thesis, Dept. of Engineering, Univ. of Cambridge, 2007 – pdf

T-K. Kim, Locally Linear Discriminant Analysis for Multi-modally Distributed Classes for Face Recognition with a Single Model Image, Technical Report, Dept. of Engineering, Univ. of Cambridge, Apr 2007 – pdf

T-K. Kim, First Year PhD Report, Dept. of Engineering, Univ. of Cambridge, Jan 2006

I. Liakis, T-K. Kim, Gesture Recognition for Alphabet Characters from Fingertip Motion Trajectory Using LRB Hidden Markov Models, UG internship report, July 2014 – pdf