Krystian Mikolajczyk

Piotr Koniusz, Fei Yan, Krystian Mikolajczyk: Comparison of mid-level feature coding approaches and pooling strategies in visual concept detection. Computer Vision and Image Understanding 117(5): 479-492 (2013)

Fei Yan, Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir: Non-Sparse Multiple Kernel Fisher Discriminant Analysis. Journal of Machine Learning Research 13: 607-642 (2012)

Zdenek Kalal, Krystian Mikolajczyk, Jiri Matas: Tracking-Learning-Detection. IEEE Trans. Pattern Anal. Mach. Intell. 34(7): 1409-1422 (2012)

Ondrej Miksik, Krystian Mikolajczyk: Evaluation of local detectors and descriptors for fast feature matching. ICPR 2012: 2681-2684

Fei Yan, Josef Kittler, Krystian Mikolajczyk, David Windridge: Automatic annotation of court games with structured output learning. ICPR 2012: 3577-3580

Richard Bowden, John P. Collomosse, Krystian Mikolajczyk (Eds.): British Machine Vision Conference, BMVC 2012, Surrey, UK, September 3-7, 2012. BMVA Press 2012, isbn 1-901725-46-4

Krystian Mikolajczyk, Hirofumi Uemura: Action recognition with appearance-motion features and fast search trees. Computer Vision and Image Understanding 115(3): 426-438 (2011)

Hongping Cai, Krystian Mikolajczyk, Jiri Matas: Learning Linear Discriminant Projections for Dimensionality Reduction of Image Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. 33(2): 338-352 (2011)

Muhammad Awais, Fei Yan, Krystian Mikolajczyk, Josef Kittler: Augmented Kernel Matrix vs Classifier Fusion for Object Recognition. BMVC 2011: 1-11

Piotr Koniusz, Krystian Mikolajczyk: Spatial Coordinate Coding to reduce histogram representations, Dominant Angle and Colour Pyramid Match. ICIP 2011: 661-664

Piotr Koniusz, Krystian Mikolajczyk: Soft assignment of visual words as Linear Coordinate Coding and optimisation of its reconstruction error. ICIP 2011: 2413-2416

Muhammad Awais, Fei Yan, Krystian Mikolajczyk, Josef Kittler: Two-Stage Augmented Kernel Matrix for Object Recognition. MCS 2011: 137-146

Fei Yan, Krystian Mikolajczyk, Josef Kittler: Multiple Kernel Learning via Distance Metric Learning for Interactive Image Retrieval. MCS 2011: 147-156

Muhammad Awais, Fei Yan, Krystian Mikolajczyk, Josef Kittler: Novel Fusion Methods for Pattern Recognition. ECML/PKDD (1) 2011: 140-155

Teofilo de Campos, Mark Barnard, Krystian Mikolajczyk, Josef Kittler, Fei Yan, William J. Christmas, David Windridge: An evaluation of bags-of-words and spatio-temporal shapes for action recognition. WACV 2011: 344-351

Zdenek Kalal, Jiri Matas, Krystian Mikolajczyk: P-N learning: Bootstrapping binary classifiers by structural constraints. CVPR 2010: 49-56

Hongping Cai, Fei Yan, Krystian Mikolajczyk: Learning weights for codebook in image classification and retrieval. CVPR 2010: 2320-2327

Fei Yan, Krystian Mikolajczyk, Mark Barnard, Hongping Cai, Josef Kittler: lp norm multiple kernel Fisher discriminant analysis for object and image categorisation. CVPR 2010: 3626-3632

Zdenek Kalal, Krystian Mikolajczyk, Jiri Matas: Face-TLD: Tracking-Learning-Detection applied to faces. ICIP 2010: 3789-3792

Fei Yan, Josef Kittler, Krystian Mikolajczyk: Multiple kernel learning and feature space denoising. ICMLC 2010: 1771-1776

Muhammad Atif Tahir, Fei Yan, Mark Barnard, Muhammad Awais, Krystian Mikolajczyk, Josef Kittler: The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. ICPR Contests 2010: 162-170

Piotr Koniusz, Krystian Mikolajczyk: On a Quest for Image Descriptors Based on Unsupervised Segmentation Maps. ICPR 2010: 762-765

Muhammad Atif Tahir, Fei Yan, Mark Barnard, Muhammad Awais, Krystian Mikolajczyk, Josef Kittler: The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. ICPR 2010: 850-853

Zdenek Kalal, Krystian Mikolajczyk, Jiri Matas: Forward-Backward Error: Automatic Detection of Tracking Failures. ICPR 2010: 2756-2759

Muhammad Awais, Krystian Mikolajczyk: Feature Pairs Connected by Lines for Object Recognition. ICPR 2010: 3093-3096

Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan: Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers. MCS 2010: 11-21

Fei Yan, Krystian Mikolajczyk, Josef Kittler, Muhammad Atif Tahir: Combining Multiple Kernels by Augmenting the Kernel Matrix. MCS 2010: 175-184

Piotr Koniusz, Krystian Mikolajczyk: Segmentation Based Interest Points and Evaluation of Unsupervised Image Segmentation Methods. BMVC 2009: 1-11

Muhammad Atif Tahir, Josef Kittler, Fei Yan, Krystian Mikolajczyk: Kernel Discriminant Analysis Using Triangular Kernel for Semantic Scene Classification. CBMI 2009: 1-6

Fei Yan, Krystian Mikolajczyk, Josef Kittler, Muhammad Atif Tahir: A Comparison of L₁ Norm and L₂ Norm Multiple Kernel SVMs in Image and Video Classification. CBMI 2009: 7-12

Fei Yan, Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir: Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis. ICDM 2009: 1064-1069

Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan: A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling. MCS 2009: 82-91

Falk Schubert, Klaus Schertler, Krystian Mikolajczyk: A hands-on approach to high-dynamic-range and superresolution fusion. WACV 2009: 1-8

Krystian Mikolajczyk, Tinne Tuytelaars: Local Image Features. Encyclopedia of Biometrics 2009: 939-943

Hongping Cai, Krystian Mikolajczyk, Jiri Matas: Learning Linear Discriminant Projections for Dimensionality Reduction of Image Descriptors. BMVC 2008: 1-10

Zdenek Kalal, Jiri Matas, Krystian Mikolajczyk: Weighted Sampling for Large-Scale Boosting. BMVC 2008: 1-10

Falk Schubert, Krystian Mikolajczyk: Combining High-Resolution Images With Low-Quality Videos. BMVC 2008: 1-10

Hirofumi Uemura, Seiji Ishikawa, Krystian Mikolajczyk: Feature Tracking and Motion Compensation for Action Recognition. BMVC 2008: 1-10

Krystian Mikolajczyk, Hirofumi Uemura: Action recognition with motion-appearance vocabulary forest. CVPR 2008

Cees G. M. Snoek, Koen E. A. van de Sande, Ork de Rooij, Bouke Huurnink, Jan van Gemert, Jasper R. R. Uijlings, Jiyin He, Xirong Li, Ivo Everts, Vladimir Nedovic, M. van Liempt, Richard van Balen, Maarten de Rijke, Jan-Mark Geusebroek, Theo Gevers, Marcel Worring, Arnold W. M. Smeulders, Dennis Koelma, Fei Yan, Muhammad Atif Tahir, Krystian Mikolajczyk, Josef Kittler: The MediaMill TRECVID 2008 Semantic Video Search Engine. TRECVID 2008

Tinne Tuytelaars, Krystian Mikolajczyk: Local Invariant Feature Detectors: A Survey. Foundations and Trends in Computer Graphics and Vision 3(3): 177-280 (2007)

Krystian Mikolajczyk, Jiri Matas: Improving Descriptors for Fast Tree Matching by Optimal Linear Projection. ICCV 2007: 1-8

Bastian Leibe, Krystian Mikolajczyk, Bernt Schiele: Efficient Clustering and Matching for Object Class Recognition. BMVC 2006: 789-798

Bastian Leibe, Krystian Mikolajczyk, Bernt Schiele: Segmentation Based Multi-Cue Integration for Object Detection. BMVC 2006: 1169-1178

Krystian Mikolajczyk, Bastian Leibe, Bernt Schiele: Multiple Object Class Detection with a Generative Model. CVPR (1) 2006: 26-36

Krystian Mikolajczyk, Tinne Tuytelaars, Cordelia Schmid, Andrew Zisserman, Jiri Matas, Frederik Schaffalitzky, Timor Kadir, Luc J. Van Gool: A Comparison of Affine Region Detectors. International Journal of Computer Vision 65(1-2): 43-72 (2005)

Krystian Mikolajczyk, Cordelia Schmid: A Performance Evaluation of Local Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. 27(10): 1615-1630 (2005)

Edgar Seemann, Bastian Leibe, Krystian Mikolajczyk, Bernt Schiele: An Evaluation of Local Shape-Based Features for Pedestrian Detection. BMVC 2005

Krystian Mikolajczyk, Bastian Leibe, Bernt Schiele: Local Features for Object Class Recognition. ICCV 2005: 1792-1799

Krystian Mikolajczyk, Cordelia Schmid: Scale & Affine Invariant Interest Point Detectors. International Journal of Computer Vision 60(1): 63-86 (2004)

Krystian Mikolajczyk, Cordelia Schmid, Andrew Zisserman: Human Detection Based on a Probabilistic Assembly of Robust Part Detectors. ECCV (1) 2004: 69-82

Ragini Choudhury, Cordelia Schmid, Krystian Mikolajczyk: Face Detection and Tracking in a Video by Propagating Detection Probabilities. IEEE Trans. Pattern Anal. Mach. Intell. 25(10): 1215-1228 (2003)

Krystian Mikolajczyk, Andrew Zisserman, Cordelia Schmid: Shape recognition with edge-based features. BMVC 2003: 1-10

Krystian Mikolajczyk, Cordelia Schmid: A performance evaluation of local descriptors. CVPR (2) 2003: 257-263

Krystian Mikolajczyk, Cordelia Schmid: An Affine Invariant Interest Point Detector. ECCV (1) 2002: 128-142

Krystian Mikolajczyk, Ragini Choudhury, Cordelia Schmid: Face detection in a video sequence - a temporal approach. CVPR (2) 2001: 96-101

Krystian Mikolajczyk, Cordelia Schmid: Indexing Based on Scale Invariant Interest Points. ICCV 2001: 525-531

Krystian Mikolajczyk, J. Owczarczyk, W. Recko: A Test-Bed for Computer-Assisted Fusion of Multi-Modality Medical Images. CAIP 1993: 664-668