+ Papers in refereed conference proceedings
«Particle size distribution from photographs: comparison of synthetic and real granular material images»Duhaime, François, Pirnia, Pouyan, Manashti, Javad, Temimi, Mehdi, Dubé, Jean-Sébastien and Toews, Matthew.” |
«FL-MAB: Client selection and monetization for blockchain-based federated learning»Zahra Batool, Kaiwen Zhang, Matthew Toews” |
«Detecting defects in materials using deep convolutional neural networks»Quentin Boyadjian, Nicolas Vanderesse, Matthew Toews, Philippe Bocher” |
«Large-Scale unbiased neuroimage indexing via 3D GPU-SIFT filtering and keypoint masking»Étienne Pepin, Jean-Baptiste Carluer, Laurent Chauvin, Matthew Toews, Rola Harmouche” |
«Analyzing brain morphology on the bag-of-features manifold»Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, Jacques De Guise, William Wells, Matthew Toews” |
«Preliminary results comparing thin-plate splines with finite element methods for modeling brain deformation during neurosurgery using intraoperative ultrasound»S. Frisken, M. Luo, I. MacHado, P. Unadkat, P. Juvekar, A. Bunevicius, M. Toews, W. M. Wells, M. I. Miga, A. J. Golby” |
«On the applicability of registration uncertainty»Jie Luo, Alireza Sedghi, Karteek Popuri, Dana Cobzas, Miaomiao Zhang, Frank Preiswerk, Matthew Toews, Alexandra Golby, Masashi Sugiyama, William M. Wells, Sarah Frisken” |
«Diffusion Orientation Histograms (DOH) for diffusion weighted image analysis»Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, Jacques de Guise, Matthew Toews” |
«Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI»Kuldeep Kumar, Laurent Chauvin, Matthew Toews, Olivier Colliot, Christian Desrosiers” |
«SHREC 2018 – Protein shape retrieval»Florent Langenfeld, Apostolos Axenopoulos, Anargyros Chatzitofis, Daniela Craciun, Petros Daras, Bowen Du, Andrea Giachetti, Yu-Kun Lai, Haisheng Li, Yingbin Li, Majid Masoumi, Yuxu Peng, Paul L. Rosin, Jeremy Sirugue, Li Sun, Spyridon Thermos, Matthew Toews, Yang Wei, Yujuan Wu, Yujia Zhai, Tianyu Zhao, Yanping Zheng, Matthieu Montes” |
«A feature-driven active framework for ultrasound-based brain shift compensation»Jie Luo, Matthew Toews, Ines Machado, Sarah Frisken, Miaomiao Zhang, Frank Preiswerk, Alireza Sedghi, Hongyi Ding, Steve Pieper, Polina Golland, Alexandra Golby, Masashi Sugiyama, William M. Wells Iii” |
«Deformable MRI-ultrasound registration via attribute matching and mutual-saliency weighting for image-guided neurosurgery»Ines Machado, Matthew Toews, Jie Luo, Prashin Unadkat, Walid Essayed, Elizabeth George, Pedro Teodoro, Herculano Carvalho, Jorge Martins, Polina Golland, Steve Pieper, Sarah Frisken, Alexandra Golby, William Wells, Yangming Ou” |
«Robust spatio-temporal registration of 4D cardiac ultrasound sequences»Jorn Bersvendsen, Matthew Toews, Adriyana Danudibroto, William M. Wells, Stig Urheim, Raul San José Estepar, Eigil Samset” |
«Multispectral texture analysis of histopathological abnormalities in colorectal tissues»Ahmad Chaddad, Christian Desrosiers, Lama Hassan, Matthew Toews” |
«GBM heterogeneity characterization by radiomic analysis of phenotype anatomical planes»Ahmad Chaddad, Christian Desrosiers, Matthew Toews”In Medical Imaging 2016: Image Processing (San Diego, CA, USA, Fev. 28-Mar. 2, 2016) SPIE. 2016. |
«Local discriminative characterization of MRI for Alzheimer\’s disease»Ahmad Chaddad, Christian Desrosiers, Matthew Toews” |
«Phenotypic characterization of glioblastoma identified through shape descriptors»Ahmad Chaddad, Christian Desrosiers, Matthew Toews”In Medical Imaging 2016: Computer-Aided Diagnosis (San Diego, CA, USA, Feb. 28-Mar. 02, 2016) SPIE. 2016. |
«Radiomic analysis of multi-contrast brain MRI for the prediction of survival in patients with glioblastoma multiforme»Ahmad Chaddad, Christian Desrosiers, Matthew Toews” |
«Spatially constrained sparse regression for the data-driven discovery of neuroimaging biomarkers»Kuldeep Kumar, Christian Desrosiers, Ahmad Chaddad, Matthew Toews” |
«How are siblings similar? How similar are siblings? Large-scale imaging genetics using local image features»Matthew Toews, William M. Wells” |
«Hybrid utrasound and MRI acquisitions for high-speed imaging of respiratory organ motion»Frank Preiswerk, Matthew Toews, W. Scott Hoge, Jr-yuan George Chiou, Lawrence P. Panych, William M. Wells, Bruno Madore” |
«A Feature-based approach to big data analysis of medical images»Matthew Toews, Christian Wachinger, Raul San Jose Estepar, William M. III Wells” |
«Keypoint transfer segmentation»C. Wachinger, M. Toews, G. Langs, W. Wells, P. Golland” |
«Inter-slice correspondence for 2D ultrasound-guided procedures»Matthew Toews, Alexandra J. Golby, William M. Wells III” |
«Probabilistic diffeomorphic registration: representing uncertainty»Demian Wassermann, Matthew Toews, Marc Niethammer, William M. Wells III” |
«An automated initialization system for robust model-based segmentation of lungs in CT data»Gurman Gill, Matthew Toews, Reinhard R. Beichel” |
«Fiber feature map based landmark initialization for highly deformable DTI registration»Aditya Gupta, Matthew Toews, Ravikiran Janardhana, Yogesh Rathi, John Gilmore, Maria Escolar, Martin Styner” |
«Feature-based alignment of volumetric multi-modal images»Matthew Toews, Lilla Zöllei, William M. Wells” |
«A feature-based developmental model of the infant brain in structural MRI»Matthew Toews, William M. Wells III, Lilla Zöllei” |
«Exploring cortical folding pattern variability using local image features»Rishi Rajalingham, Matthew Toews, D. Louis Collins, Tal Arbel” |
«Gender classification from unconstrained video sequences»Meltem Demirkus, Matthew Toews, James J. Clark, Tal Arbel” |
«A mutual-information scale-space for image feature detection and feature-based classification of volumetric brain images»Matthew Toews, William M. Wells III” |
«Automatically learning cortical folding patterns»Matthew Toews, D. Louis Collins, Tal Arbel” |
«SIFT-Rank: Ordinal description for invariant feature correspondence»Matthew Toews, William III Wells” |
«Bayesian registration via local image regions: information, selection and marginalization»Matthew Toews, William M. Wells” |
«Feature-based morphometry»Matthew Toews, William M. Wells, D. Louis Collins, Tal Arbel” |
«Detecting and localizing 3D object classes using viewpoint invariant reference frames»Matthew Toews, Tal Arbel” |
«Detecting, localizing and classifying visual traits from arbitrary viewpoints using probabilistic local feature modeling»Matthew Toews, Tal Arbel” |
«Fundamental matrix estimation via TIP – Transfer of Invariant Parameters»Frank Riggi, Matthew Toews, Tal Arbel” |
«Detection over viewpoint via the object class invariant»Matthew Toews, Tal Arbel” |
«A statistical parts-based appearance model of inter-subject variability»Matthew Toews, D. Louis Collins, Tal Arbel” |
«Maximum a posteriori local histogram estimation for image registration»Matthew Toews, Louis D. Collins, Tal Arbel” |
«Entropy-of-likelihood feature selection for image correspondence»M. Toews, T. Arbel” |
«on the Applicability of Κ-Distributions»Scherer, K. and Fichtner, H. and Fahr, H. J. and Lazar, M.” arXiv 2019. |
«WaveletBrain: Characterization of human brain via spectral graph wavelets»Masoumi, Majid and Toews, Matthew and Lombaert, Hervé” arXiv 2019. |
«Keypoint transfer for fast whole-body segmentation»Wachinger, Christian and Toews, Matthew and Langs, Georg and Wells, William and Golland, Polina” arXiv 2018. |
«A feature-driven active framework for ultrasound-based brain shift compensation»Luo, Jie and Toews, Matt and Machado, Ines and Frisken, Sarah and Zhang, Miaomiao and Preiswerk, Frank and Sedghi, Alireza and Ding, Hongyi and Pieper, Steve and Golland, Polina and Golby, Alexandra and Sugiyama, Masashi and Wells, William M.” arXiv 2018. |
«Modeling information flow through deep neural networks»Chaddad, Ahmad and Pedersoli, Marco and Granger, Eric and Desrossiers, Christian and Toews, Matthew” arXiv 2017. |
«Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI»Kumar, Kuldeep and Chauvin, Laurent and Toews, Mathew and Colliot, Olivier and Desrosiers, Christian” arXiv 2017. |
«Probabilistic diffeomorphic registration: Representing uncertainty»Wassermann, Demian and Toews, Matt and Niethammer, Marc and Wells, William” arXiv 2017. |
«Multispectral texture analysis of histopathological abnormalities in colorectal tissues»Chaddad, Ahmad and Desrosiers, Christian and Hassan, Lama and Toews, Matthew” Proceedings – International Conference on Image Processing, ICIP 2016. |
«Radiomic analysis of multi-contrast brain MRI for the prediction of survival in patients with glioblastoma multiforme»Chaddad, Ahmad and Desrosiers, Christian and Toews, Matthew” Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2016. |
«Spatially constrained sparse regression for the data-driven discovery of Neuroimaging biomarkers»Kumar, Kuldeep and Desrosiers, Christian and Chaddad, Ahmad and Toews, Matthew” Proceedings – International Conference on Pattern Recognition 2016. |
«Gender classification from unconstrained video sequences»Demirkus, Meltem and Toews, Matthew and Clark, James J. and Arbel, Tal” 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition – Workshops, CVPRW 2010 2010. |
«A mutual-information scale-space for image feature detection and feature-based classification of volumetric brain images»Toews, Matthew and Wells, William M.” 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition – Workshops, CVPRW 2010 2010. |
«SIFT-rank: Ordinal description for invariant feature correspondence»Toews, Matthew and William, Wells” 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009 2009. |
«Feature-based morphometry»Toews, M and Wells, W M and Collins, D L and Arbel, T” International Conference on łdots 2009. |
«Detecting and localizing 3D object classes using viewpoint invariant reference frames»Toews, Matthew and Arbel, Tal” Proceedings of the IEEE International Conference on Computer Vision 2007. |
«Detection over viewpoint via the object class invariant»Toews, Matthew and Arbel, Tal” Proceedings – International Conference on Pattern Recognition 2006. |
«Fundamental matrix estimation via TIP – Transfer of Invariant Parameters»Riggi, Frank and Toews, Matthew and Arbel, Tal” Proceedings – International Conference on Pattern Recognition 2006. |
«Entropy-of-likelihood feature selection for image correspondence»Toews, M. and Arbel, T.” Proceedings of the IEEE International Conference on Computer Vision 2003. |
