Matthew Blaschko - Google Scholar Citations

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	All	Since 2014
Citations	3964	2590
h-index	26	24
i10-index	38	32

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Christoph LampertProfessor at IST AustriaVerified email at ist.ac.at
arthur grettonGatsby Computational Neuroscience Unit, UCLVerified email at gatsby.ucl.ac.uk
Esa RahtuAssistant Professor, Tampere University of Technology, FinlandVerified email at tut.fi
Juho KannalaAssistant Professor, Academy Research Fellow, Aalto University, FinlandVerified email at aalto.fi
Andrea VedaldiUniversity of OxfordVerified email at robots.ox.ac.uk
José Ignacio OrlandoPostdoctoral Research Associate, OPTIMA, Medical University of ViennaVerified email at meduniwien.ac.at
Eugene BelilovskyPostdoctoral Fellow at University of MontrealVerified email at iro.umontreal.ca
Amal Rannen TrikiPhD researcher, KU Leuven & Yonsei UniversityVerified email at esat.kuleuven.be
Thomas HofmannProfessor of Computer Science, ETH ZurichVerified email at inf.ethz.ch
Subhransu MajiUniversity of Massachusetts, AmherstVerified email at cs.umass.edu
Elena ProkofyevaScientific Institute of Public Health/ FAMHPVerified email at biomed-engineering.de
Maxim BermanKU LeuvenVerified email at esat.kuleuven.be
Andreas BartelsGroup leader, Vision and Cognition Lab, University of TübingenVerified email at tuebingen.mpg.de
Jacquelyn A SheltonPhD Technical University BerlinVerified email at tu-berlin.de
Tinne TuytelaarsKU Leuven - PSI, BelgiumVerified email at esat.kuleuven.be
Dimitri LisiniRobot, Inc.Verified email at cs.umass.edu
Wojciech ZarembaOpenAI co-founder and head of roboticsVerified email at openai.com
Andrew ZissermanUniversity of OxfordVerified email at robots.ox.ac.uk
Mark BenfieldProfessor, Louisiana State UniversityVerified email at lsu.edu
Gaël VaroquauxResearch faculty, INRIAVerified email at normalesup.org

Matthew Blaschko

KU Leuven

Verified email at esat.kuleuven.be - Homepage

Machine Learning Computer Vision Medical Image Analysis


Title	Cited by	Year
Beyond sliding windows: Object localization by efficient subwindow search CH Lampert, MB Blaschko, T Hofmann 2008 IEEE conference on computer vision and pattern recognition, 1-8, 2008	861	2008
Efficient subwindow search: A branch and bound framework for object localization CH Lampert, MB Blaschko, T Hofmann IEEE transactions on pattern analysis and machine intelligence 31 (12), 2129 …, 2009	415	2009
Learning to localize objects with structured output regression MB Blaschko, CH Lampert European conference on computer vision, 2-15, 2008	355	2008
Fine-grained visual classification of aircraft S Maji, E Rahtu, J Kannala, M Blaschko, A Vedaldi arXiv preprint arXiv:1306.5151, 2013	260	2013
Unsupervised object discovery: A comparison T Tuytelaars, CH Lampert, MB Blaschko, W Buntine International journal of computer vision 88 (2), 284-302, 2010	212	2010
Correlational spectral clustering MB Blaschko, CH Lampert 2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008	188	2008
Combining local and global image features for object class recognition DA Lisin, MA Mattar, MB Blaschko, EG Learned-Miller, MC Benfield 2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005	188	2005
Learning a category independent object detection cascade E Rahtu, J Kannala, M Blaschko 2011 international conference on Computer Vision, 1052-1059, 2011	164	2011
A discriminatively trained fully connected conditional random field model for blood vessel segmentation in fundus images JI Orlando, E Prokofyeva, MB Blaschko IEEE transactions on Biomedical Engineering 64 (1), 16-27, 2016	109	2016
Understanding objects in detail with fine-grained attributes A Vedaldi, S Mahendran, S Tsogkas, S Maji, R Girshick, J Kannala, ... Proceedings of the IEEE conference on computer vision and pattern …, 2014	88	2014
Learning fully-connected CRFs for blood vessel segmentation in retinal images JI Orlando, M Blaschko international conference on medical image computing and computer-assisted …, 2014	81	2014
Automatic in situ identification of plankton MB Blaschko, G Holness, MA Mattar, D Lisin, PE Utgoff, AR Hanson, ... 2005 Seventh IEEE Workshops on Applications of Computer Vision (WACV/MOTION …, 2005	72	2005
Simultaneous object detection and ranking with weak supervision M Blaschko, A Vedaldi, A Zisserman Advances in neural information processing systems, 235-243, 2010	71	2010
Semi-supervised laplacian regularization of kernel canonical correlation analysis MB Blaschko, CH Lampert, A Gretton Joint European conference on machine learning and knowledge discovery in …, 2008	61	2008
Encoder based lifelong learning A Rannen, R Aljundi, MB Blaschko, T Tuytelaars Proceedings of the IEEE International Conference on Computer Vision, 1320-1328, 2017	52	2017
B-test: A non-parametric, low variance kernel two-sample test W Zaremba, A Gretton, M Blaschko Advances in neural information processing systems, 755-763, 2013	52	2013
Object Localization with Global and Local Context Kernels. MB Blaschko, CH Lampert BMVC 1, 2, 2009	47	2009
A multiple kernel learning approach to joint multi-class object detection CH Lampert, MB Blaschko Joint Pattern Recognition Symposium, 31-40, 2008	47	2008
The Lovász-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks M Berman, A Rannen Triki, MB Blaschko	45*	2018
Convolutional neural network transfer for automated glaucoma identification JI Orlando, E Prokofyeva, M del Fresno, MB Blaschko 12th International Symposium on Medical Information Processing and Analysis …, 2017	42	2017

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