Martin Lillholm

According to our database, Martin Lillholm authored at least 30 papers between 2001 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Robust Cross-vendor Mammographic Texture Models Using Augmentation-based Domain Adaptation for Long-term Breast Cancer Risk.

Andreas D. Lauritzen, My Catarina von Euler-Chelpin, Elsebeth Lynge, Ilse Vejborg, Mads Nielsen, Nico Karssemeijer, Martin Lillholm

CoRR, 2022

2016

Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring.

Michiel Kallenberg, Kersten Petersen, Mads Nielsen, Andrew Y. Ng, Pengfei Diao, Christian Igel, Celine M. Vachon, Katharina Holland, Rikke Rass Winkel, Nico Karssemeijer, Martin Lillholm

IEEE Trans. Medical Imaging, 2016

Learning Density Independent Texture Features.

Michiel Kallenberg, Mads Nielsen, Katharina Holland, Nico Karssemeijer, Christian Igel, Martin Lillholm

Proceedings of the Breast Imaging, 2016

2014

Breast Tissue Segmentation and Mammographic Risk Scoring Using Deep Learning.

Kersten Petersen, Mads Nielsen, Pengfei Diao, Nico Karssemeijer, Martin Lillholm

Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

2013

A unifying framework for automatic and semi-automatic segmentation of vertebrae from radiographs using sample-driven active shape models.

Peter Mysling, Kersten Petersen, Mads Nielsen, Martin Lillholm

Mach. Vis. Appl., 2013

Linear feature selection in texture analysis - A PLS based method.

Joselene Marques, Christian Igel, Martin Lillholm, Erik B. Dam

Mach. Vis. Appl., 2013

Predicting knee cartilage loss using adaptive partitioning of cartilage thickness maps.

Dan R. Jørgensen, Erik B. Dam, Martin Lillholm

Comput. Biol. Medicine, 2013

Automatic measurement of wrist synovitis from contrast-enhanced MRI: a registration-centered approach.

Peter Mysling, Sune Darkner, Jon Sporring, Erik Dam, Martin Lillholm

Proceedings of the Medical Imaging 2013: Image Processing, 2013

Cube propagation for focal brain atrophy estimation.

Akshay Pai, Lauge Sørensen, Sune Darkner, Peter Mysling, Dan R. Jørgensen, Erik B. Dam, Martin Lillholm, Joonmi Oh, Gennan Chen, Joyce Suhy, Jon Sporring, Mads Nielsen

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012

Automatic Quantification of Tibio-Femoral Contact Area and Congruity.

Sudhakar Tummala, Mads Nielsen, Martin Lillholm, Claus Christiansen, Erik B. Dam

IEEE Trans. Medical Imaging, 2012

Automatic analysis of trabecular bone structure from knee MRI.

Joselene Marques, Rabia Granlund, Martin Lillholm, Paola Pettersen, Erik B. Dam

Comput. Biol. Medicine, 2012

2011

Maximum a Posteriori Estimation of Linear Shape Variation With Application to Vertebra and Cartilage Modeling.

Alessandro Crimi, Martin Lillholm, Mads Nielsen, Anarta Ghosh, Marleen de Bruijne, Erik B. Dam, Jon Sporring

IEEE Trans. Medical Imaging, 2011

Automatic Segmentation of Vertebrae from Radiographs: A Sample-Driven Active Shape Model Approach.

Peter Mysling, Kersten Petersen, Mads Nielsen, Martin Lillholm

Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

2010

Symmetry Sensitivities of Derivative-of-Gaussian Filters.

Lewis D. Griffin, Martin Lillholm

IEEE Trans. Pattern Anal. Mach. Intell., 2010

A framework for optimizing measurement weight maps to minimize the required sample size.

Arish A. Qazi, Dan R. Jørgensen, Martin Lillholm, Marco Loog, Mads Nielsen, Erik B. Dam

Medical Image Anal., 2010

Single gaze gestures.

Emilie Møllenbach, Martin Lillholm, Alastair G. Gale, John Paulin Hansen

Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications, 2010

2009

Statistics and category systems for the shape index descriptor of local 2nd order natural image structure.

Martin Lillholm, Lewis D. Griffin

Image Vis. Comput., 2009

Basic Image Features (BIFs) Arising from Approximate Symmetry Type.

Lewis D. Griffin, Martin Lillholm, Michael Crosier, Justus van Sande

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Single stroke gaze gestures.

Emilie Møllenbach, John Paulin Hansen, Martin Lillholm, Alastair G. Gale

Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

2008

Novel image feature alphabets for object recognition.

Martin Lillholm, Lewis D. Griffin

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007

Maximum Likelihood Metameres for Local 2^<i>nd</i> Order Image Structure of Natural Images.

Martin Lillholm, Lewis D. Griffin

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007

Feature category systems for 2nd order local image structure induced by natural image statistics and otherwise.

Lewis D. Griffin, Martin Lillholm

Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007

2006

Hypotheses for Image Features, Icons and Textons.

Lewis D. Griffin, Martin Lillholm

Int. J. Comput. Vis., 2006

2005

On Image Reconstruction from Multiscale Top Points.

Frans Kanters, Martin Lillholm, Remco Duits, Bart J. Janssen, Bram Platel, Luc Florack, Bart M. ter Haar Romeny

Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

Image Features and the 1-D, 2^nd Order Gaussian Derivative Jet.

Lewis D. Griffin, Martin Lillholm

Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

2004

Jet Based Feature Classification.

Martin Lillholm, Kim Steenstrup Pedersen

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

Feature-Based Image Analysis.

Martin Lillholm, Mads Nielsen, Lewis D. Griffin

Int. J. Comput. Vis., 2003

Gaussian Scale Space from Insufficient Image Information.

Marco Loog, Martin Lillholm, Mads Nielsen, Max A. Viergever

Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

Mode Estimation Using Pessimistic Scale Space Tracking.

Lewis D. Griffin, Martin Lillholm

Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

2001

What Do Features Tell about Images?

Mads Nielsen, Martin Lillholm

Proceedings of the Scale-Space and Morphology in Computer Vision, 2001