Summary
News
We are looking for oustanding candidates for recently opened PhD scholarships. If you are interested in applying please contact me by email with your CV. See my research profile for possible PhD topics and read about the PhD application process at the bottom of the page.
MatchLab Research Group
Short Bio
Krystian Mikolajczyk did his undergraduate study at the University of Science and Technology (AGH) in Krakow, Poland. He completed his PhD degree at the Institute National Polytechnique de Grenoble, France. He then worked as a research assistant in INRIA, University of Oxford and Technical University of Darmstadt (Germany), before joining the University of Surrey as a Lecturer, and Imperial College London as a Reader in 2015. His main area of expertise is in image and video recognition, in particular in problems related to matching, representation and learning. He participated in a number of EU and UK projects in the area of image and video analysis. He publishes in computer vision, pattern recognition and machine learning forums. He has served in various roles at major international conferences co-chairing British Machine Vision Conference 2012, 2017 and IEEE International Conference on Advanced Video and Signal-Based Surveillance 2013. In 2014 he received Longuet-Higgins Prize awarded by the Technical Committee on Pattern Analysis and Machine Intelligence of the IEEE Computer Society.
London Computer Vision www.londoncv.ai
PUBLICATION PROFILE in Google Scholar
PUBLICATION PROFILE in Microsoft Academic
Location
Building 16, floor 10, room 1015 in IC Map
Selected Publications
Journal Articles
Balntas V, Lenc K, Vedaldi A, et al., 2020, HPatches: A benchmark and evaluation of handcrafted and learned local descriptors, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol:42, ISSN:0162-8828, Pages:2825-2841
Ramisa A, Yan F, Moreno-Noguer F, et al., 2018, BreakingNews: article annotation by image and text processing, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol:40, ISSN:0162-8828, Pages:1072-1085
Balntas V, Tang L, Mikolajczyk K, 2018, Binary Online Learned Descriptors, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol:40, ISSN:0162-8828, Pages:555-567
Koniusz P, Yan F, Gosselin P-H, et al., 2017, Higher-order occurrence pooling for bags-of-words: visual concept detection, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol:39, ISSN:0162-8828, Pages:313-326
Kalal Z, Matas J, Mikolajczyk K, 2012, Tracking-Learning-Detection, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol:34, ISSN:0162-8828, Pages:1409-1422
Cai H, Mikolajczyk K, Matas J, 2011, Learning linear discriminant projections for dimensionality reduction of image descriptors, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol:33, ISSN:0162-8828, Pages:338-352
Mikolajczyk K, Uemura H, 2011, Action recognition with appearance-motion features and fast search trees, Computer Vision and Image Understanding, Vol:115, ISSN:1090-235X, Pages:426-438