+ Papers in refereed conference proceedings
«Mixup-privacy: A simple yet\xa0effective approach for\xa0privacy-preserving segmentation»Kim, Bach Ngoc, Dolz, Jose, Jodoin, Pierre-Marc and Desrosiers, Christian.” |
«Detection and root cause analysis of performance degradation in optical networks using machine learning»Tremblay, Christine, Mahmoudialami, Ali, Ngani Sigue, Philippe Alain, Pei, Yinqing, Côté, David, Boertjes, David, Demeter, Dacian and Desrosiers, Christian.” |
«Harmonizing flows: Unsupervised MR harmonization based on\xa0normalizing flows»Beizaee, Farzad, Desrosiers, Christian, Lodygensky, Gregory A. and Dolz, Jose.” |
«Camera alignment and weighted contrastive learning for domain adaptation in video person ReID»Mekhazni, Djebril, Dufau, Maximilien, Desrosiers, Christian, Pedersoli, Marco and Granger, Eric.” |
«TTTFlow: Unsupervised Test-Time Training with Normalizing Flow»Osowiechi, David, Vargas Hakim, Gustavo A., Noori, Mehrdad, Cheraghalikhani, Milad, Ayed, Ismail Ben and Desrosiers, Christian.” |
«Symmetry structured analysis sparse coding for frame extraction»Li, Yujie, Tan, Benying, Ding, Shuxue, Desrosiers, Christian and Chaddad, Ahmad.” |
«Semi-supervised medical image segmentation using cross-model pseudo-supervision with shape awareness and local context constraints»Liu, Jinhua, Desrosiers, Christian and Zhou, Yuanfeng.” |
«Constrained deep networks: Lagrangian optimization via Log-barrier extensions»Kervadec, H., Dolz, J., Yuan, J., Desrosiers, C., Granger, E. and Ben Ayed, I..” |
«Revisiting learnable affines for batch norm in few-shot transfer learning»Yazdanpanah, M., Rahman, A. A., Chaudhary, M., Desrosiers, C., Havaei, M., Belilovsky, E. and Kahou, S. E..” |
«TAAL: Test-time augmentation for active learning in medical image segmentation»Gaillochet, Mélanie, Desrosiers, Christian and Lombaert, Hervé.” |
«Symmetric contrastive loss for out-of-distribution skin lesion detection»Xuan Li, Christian Desrosiers, Xue Liu” |
«Manifold-aware CycleGAN for high-resolution structural-to-DTI synthesis»Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert” |
«Forecasting lightpath QoT with deep neural networks»Hussein Chouman, Petar Djukic, Christine Tremblay, Christian Desrosiers” |
«Teach me to segment with mixed supervision: Confident students become masters»Jose Dolz, Christian Desrosiers, Ismail Ben Ayed” |
«SegRecon : Learning joint brain surface reconstruction and segmentation from\xa0images»Karthik Gopinath, Christian Desrosiers, Herve Lombaert” |
«Differentiation of Parkinson\’s disease and non-Parkinsonian olfactory dysfunction with structural MRI data»Jie Mei, Cecilia Tremblay, Nikola Stikov, Christian Desrosiers, Johannes Frasnelli” |
«Self-paced contrastive learning for semi-supervised medical image segmentation with meta-labels»Jizong Peng, Ping Wang, Christian Desrosiers, Marco Pedersoli” |
«Context-aware virtual adversarial training for anatomically-plausible segmentation»Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers” |
«Manifold-aware CycleGAN for high-resolution structural-to-DTI synthesis»Benoit Anctil-Robitaille, Christian Desrosiers, Hervé Lombaert” |
«Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma»A. Chaddad, M. Zhang, C. Desrosiers, T. Niazi” |
«Adversarial normalization for multi domain image segmentation»Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Hervé Lombaert” |
«Forecasting SNR margins has low-complexity»Firouzeh Golaghazadeh, Petar Djukic, Christine Tremblay, Christian Desrosiers” |
«Graph domain adaptation for alignment-invariant brain surface segmentation»Karthik Gopinath, Christian Desrosiers, Hervé Lombaert” |
«Real-time motion planning for robotic teleoperation using dynamic-goal deep reinforcement learning»Kaveh Kamali, Ilian A.Bonev, Christian Desrosiers” |
«Deep learning for multi-step performance prediction in operational optical networks»Ameni Mezni, Douglas W. Charlton, Christine Tremblay, Christian Desrosiers”In Conference on Lasers and Electro-Optics (CLEO) (San Jose, CA, USA, May 10-15, 2020) IEEE 2020. |
«Mutual information deep regularization for semi-supervised segmentation»Jizong Peng, Marco Pedersoli, Christian Desrosiers” |
«Spectral graph transformer networks for brain surface parcellation»He Ran, Karthik Gopinath, Christian Desrosiers, Herve Lombaert” |
«A large-scale and extensible platform for precision medicine research»Fodil Belghait, Alain April, Pavel Hamet, Johanne Tremblay, Christian Desrosiers” |
«Analyzing brain morphology on the bag-of-features manifold»Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, Jacques De Guise, William Wells, Matthew Toews” |
«Dense multi-path U-Net for ischemic stroke lesion segmentation in multiple image modalities»Jose Dolz, Ismail Ben Ayed, Christian Desrosiers” |
«IVD-Net: intervertebral disc localization and segmentation in MRI with a multi-modal UNet»Jose Dolz, Christian Desrosiers, Ismail Ben Ayed” |
«Adaptive graph convolution pooling for brain surface analysis»Karthik Gopinath, Christian Desrosiers, Herve Lombaert” |
«Boundary loss for highly unbalanced segmentation»Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed” |
«Eye-on-hand calibration method for cable-driven parallel robots»Nicolas Tremblay, Kaveh Kamali, Philippe Cardou, Christian Desrosiers, Marc Gouttefarde, Martin J.-D. Otis.” |
«Diffusion Orientation Histograms (DOH) for diffusion weighted image analysis»Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, Jacques de Guise, Matthew Toews” |
«Isointense infant brain segmentation with a hyper-dense connected convolutional neural network»Jose Dolz, Ismail Ben Ayed, Yuan Jing, Christian Desrosiers” |
«Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI»Kuldeep Kumar, Laurent Chauvin, Matthew Toews, Olivier Colliot, Christian Desrosiers” |
«Providing sustainable scientific writing support for graduate engineering students by creating a local scientific learning community»Prasun Lala, Félix Langevin Harnois, Ghizlaine El Boussaidi, Christian Desrosiers, Catherine Laporte” |
«Promoting good scientific communication habits by leveraging the community of practice within a single research group»Félix Langevin Harnois, Jerome Harrison, Prasun Lala, Ghizlaine El Boussaidi, Christian Desrosiers, Catherine Laporte” |
«Brain status prediction with non-negative projective dictionary learning»Zhang Mingli, Christian Desrosiers, Guo Yuhong, Zhang Caiming, Budhachandra Khundrakpam, Alan Evans” |
«DC-SegNet: a discretely constrained deep network for weakly supervised segmentation»Jizong Peng, Christian Desrosiers, Marco Pedersoli” |
«DOPE: distributed optimization for pairwise energies»Jose Dolz, Ismail Ben Ayed, Christian Desrosiers” |
«Unbiased shape compactness for segmentation»Jose Dolz, Ismail Ben Ayed, Christian Desrosiers” |
«White matter fiber segmentation using functional varifolds»Kuldeep Kumar, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, Christian Desrosiers” |
«Footnote-based document image classification using 1D convolutional neural networks and histograms»Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet” |
«Query-by-example word spotting using multiscale features and classification in the space of representation differences»Mohamed Mhiri, Mohamed Cheriet, Christian Desrosiers” |
«Image completion with global structure and weighted nuclear norm regularization»Mingli Zhang, Christian Desrosiers” |
«Effective compressive sensing via reweighted total variation and weighted nuclear norm regularization»Mingli Zhang, Christian Desrosiers, Caiming Zhang” |
«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” |
«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” |
«Radiomic analysis of multi-contrast brain MRI for the prediction of survival in patients with glioblastoma multiforme»Ahmad Chaddad, Christian Desrosiers, Matthew Toews” |
«A sparse coding approach for the efficient representation and segmentation of white matter fibers»Kuldeep Kumar, Christian Desrosiers” |
«Spatially constrained sparse regression for the data-driven discovery of neuroimaging biomarkers»Kuldeep Kumar, Christian Desrosiers, Ahmad Chaddad, Matthew Toews” |
«Sub-partition reuse for fast optimal motion estimation in HEVC successive elimination algorithms»Luc Trudeau, Stéphane Coulombe, Christian Desrosiers” |
«Robust MRI reconstruction via re-weighted total variation and non-local sparse regression»Mingli Zhang, Christian Desrosiers” |
«Medical image super-resolution with non-local embedding sparse representation and improved IBP»Mingli Zhang, Christian Desrosiers, Qiang Qu, Fenghua Guo, Caiming Zhang” |
«A weighted total variation approach for the atlas-based reconstruction of brain MR data»Mingli Zhang, Kuldeep Kumar, Christian Desrosiers” |
«LRI: a low rank approach to non-local sparse representation for image interpolation»Mingli Zhang, Qiang Qu, Sadegh Nobari, Christian Desrosiers” |
«The layered architecture recovery as a quadratic assignment problem»Alvine Boaye Belle, Ghizlane El Boussaidi, Christian Desrosiers, Segla Kpodjedo, Hafedh Mili” |
«A machine learning approach to automate facial expressions from physical activity»Tarik Boukhalfi, Christian Desrosiers, Eric Paquette” |
«Unsupervised segmentation using dynamic superpixel random walks»Christian Desrosiers” |
«A sparse coding method for semi-supervised segmentation with multi-class histogram constraints»Stefan Karnyaczki, Christian Desrosiers” |
«Brain fiber clustering using non-negative kernelized matching pursuit»Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi” |
«Hierarchical segmentation and tracking of coronary arteries in 2D X-ray angiography sequences»Faten M\’Hiri, T.Hoang Ngan Le, Luc Duong, Christian Desrosiers, Mohamed Cheriet” |
«Contextual anomaly detection using log-linear tensor factorization»Alpa Jayesh Shah, Christian Desrosiers, Robert Sabourin” |
«An adaptive search ordering for rate-constrained successive elimination algorithms»Luc Trudeau, Stéphane Coulombe, Christian Desrosiers” |
«Effective document image deblurring via gradient histogram preservation»Mingli Zhang, Christian Desrosiers, Caiming Zhang, Mohamed Cheriet” |
«A fast and adaptive random walks approach for the unsupervised segmentation of natural images»Christian Desrosiers” |
«An unsupervised random walk approach for the segmentation of brain MRI»Christian Desrosiers” |
«Rate distortion-based motion estimation search ordering for rate-constrained successive elimination algorithms»Luc Trudeau, Stéphane Coulombe, Christian Desrosiers” |
«The layered architecture revisited: Is it an optimization problem?»Alvine Boaye-Belle, Ghizlane El Boussaidi, Christian Desrosiers, Hafedh Mili” |
«Vessel Walker: Coronary Arteries Segmentation Using Random Walks And Hessian-Based Vesselness Filter»Faten M\’Hiri, Luc Duong, Christian Desrosiers, Mohamed Cheriet” |
«Stochastic 3D motion compensation of coronary arteries from monoplane angiograms»Jonathan Hadida, Christian Desrosiers, Luc Duong” |
«Combining Laplacian eigenmaps and vesselness filters for vessel segmentation in X-ray angiography»Faten M\’Hiri, Luc Duong, Christian Desrosiers” |
«A random walk approach for multiatlas-based segmentation»Jean-Philippe Morin, Christian Desrosiers, Luc Duong” |
«Atlas-based segmentation of brain magnetic resonance imaging using random walks»Jean-Philippe Morin, Christian Desrosiers, Luc Duong” |
«Image segmentation using random-walks on the histogram»Jean-Philippe Morin, Christian Desrosiers, Luc Duong” |
«Intensity-based hierarchical clustering in CT-scans : application to interactive segmentation in cardiology»Jonathan Hadida, Christian Desrosiers, Luc Duong” |
«A novel approach to compute similarities and its application to item recommendation»Christian Desrosiers, George Karypis” |
«Enhancing link-based similarity through the use of non-numerical labels and prior information»Christian Desrosiers, George Karypis” |
«Deep learning for multi-step performance prediction in operational optical networks»Mezni, Ameni and Charlton, Douglas W. and Tremblay, Christine and Desrosiers, Christian” Optics InfoBase Conference Papers 2020. |
«Real-time Motion Planning for Robotic Teleoperation Using Dynamic-goal Deep Reinforcement Learning»Kamali, Kaveh and Bonev, Ilian A. and Desrosiers, Christian” Proceedings – 2020 17th Conference on Computer and Robot Vision, CRV 2020 2020. |
«Out-of-distribution detection for skin lesion images with deep isolation forest»Li, Xuan and Lu, Yuchen and Desrosiers, Christian and Liu, Xue” arXiv 2020. |
«Forecasting SNR margins has low-complexity»Golaghazadeh, Firouzeh and Djukic, Petar and Tremblay, Christine and Desrosiers, Christian” Optics InfoBase Conference Papers 2020. |
«Learnable pooling in graph convolution networks for brain surface analysis»Gopinath, Karthik and Desrosiers, Christian and Lombaert, Herve” arXiv 2019. |
«Boosting image recognition with non-differentiable constraints»Li, Xuan and Lu, Yuchen and Xu, Peng and Peng, Jizong and Desrosiers, Christian and Liu, Xue” arXiv 2019. |
«Privacy-Net: An adversarial approach for identity-obfuscated segmentation»Kim, Bach Ngoc and Dolz, Jose and Jodoin, Pierre Marc and Desrosiers, Christian” arXiv 2019. |
«Revisiting CycleGAN for semi-supervised segmentation»Mondal, Arnab Kumar and Agarwal, Aniket and Dolz, Jose and Desrosiers, Christian” arXiv 2019. |
«Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma»Chaddad, Ahmad and Zhang, Mingli and Desrosiers, Christian and Niazi, Tamim” arXiv 2019. |
«Discretely-constrained deep network for weakly supervised segmentation»Peng, Jizong and Kervadec, Hoel and Dolz, Jose and Ayed, Ismail Ben and Pedersoli, Marco and Desrosiers, Christian” arXiv 2019. |
«Learnable pooling in graph convolution networks for brain surface analysis»Gopinath, Karthik and Desrosiers, Christian and Lombaert, Herve” arXiv 2019. |
«Spectral graph transformer networks for brain surface parcellation»He, Ran and Gopinath, Karthik and Desrosiers, Christian and Lombaert, Herve” arXiv 2019. |
«A large-scale and extensible platform for precision medicine research»Belghait, Fodil and April, Alain and Hamet, Pavel and Tremblay, Johanne and Desrosiers, Christian” ACM International Conference Proceeding Series 2019. |
«Transformation-based Regularization for Information-based Deep Clustering»Peng, Jizong and Desrosiers, Christian and Pedersoli, Marco” arXiv 2019. |
«Cortical Parcellation via Spectral Graph Convolutions»Gopinath, Karthik and Desrosiers, Christian and Lombaert, Herve” łdots Conference on Medical łdots 2019. |
«Adversarial normalization for multi domain image segmentation»Delisle, Pierre Luc and Anctil-Robitaille, Benoit and Desrosiers, Christian and Lombaert, Herve” arXiv 2019. |
«Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks»Dolz, Jose and Xu, Xiaopan and Rony, Jérôme and Yuan, Jing and Liu, Yang and Granger, Eric and Desrosiers, Christian and Ayed, Ismail Ben and Lu, Hongbing” arXiv 2018. |
«Graph convolutions on spectral embeddings: Learning of cortical surface data»Gopinath, Karthik and Desrosiers, Christian and Lombaert, Herve” arXiv 2018. |
«HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation»Dolz, Jose and Gopinath, Karthik and Yuan, Jing and Lombaert, Herve and Desrosiers, Christian and Ayed, Ismail Ben” arXiv 2018. |
«White matter fiber analysis using kernel dictionary learning and sparsity priors»Kumar, Kuldeep and Siddiqi, Kaleem and Desrosiers, Christian” arXiv 2018. |
«Boundary loss for highly unbalanced segmentation»Kervadec, Hoel and Bouchtiba, Jihene and Desrosiers, Christian and Granger, Eric and Dolz, Jose and Ayed, Ismail Ben” arXiv 2018. |
«Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks»Dolz, Jose and Xu, Xiaopan and Rony, Jérôme and Yuan, Jing and Liu, Yang and Granger, Eric and Desrosiers, Christian and Ayed, Ismail Ben and Lu, Hongbing” arXiv 2018. |
«IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet»Dolz, Jose and Desrosiers, Christian and Ben Ayed, Ismail” arXiv 2018. |
«Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities»Dolz, Jose and Ayed, Ismail Ben and Desrosiers, Christian” arXiv 2018. |
«Few-shot 3D multi-modal medical image segmentation using generative adversarial learning»Mondal, Arnab Kumar and Dolz, Jose and Desrosiers, Christian” arXiv 2018. |
«Graph convolutions on spectral embeddings: Learning of cortical surface data»Gopinath, Karthik and Desrosiers, Christian and Lombaert, Herve” arXiv 2018. |
«Query-by-example word spotting using multiscale features and classification in the space of representation differences»Mhiri, Mohamed and Cheriet, Mohamed and Desrosiers, Christian” Proceedings – International Conference on Image Processing, ICIP 2018. |
«Footnote-based document image classification using 1D convolutional neural networks and histograms»Mhiri, Mohamed and Abuelwafa, Sherif and Desrosiers, Christian and Cheriet, Mohamed” Proceedings of the 7th International Conference on Image Processing Theory, Tools and Applications, IPTA 2017 2018. |
«DOPE: Distributed optimization for pairwise energies»Dolz, Jose and Ayed, Ismail Ben and Desrosiers, Christian” arXiv 2017. |
«Unbiased Shape Compactness for Segmentation»Dolz, Jose and Ayed, Ismail Ben and Desrosiers, Christian” arXiv 2017. |
«Effective compressive sensing via reweighted total variation and weighted nuclear norm regularization»Zhang, Mingli and Desrosiers, Christian and Zhang, Caiming” ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing – Proceedings 2017. |
«Modeling information flow through deep neural networks»Chaddad, Ahmad and Pedersoli, Marco and Granger, Eric and Desrossiers, Christian and Toews, Matthew” arXiv 2017. |
«ISOINTENSE INFANT BRAIN SEGMENTATION with A HYPER-DENSE CONNECTED CONVOLUTIONAL NEURAL NETWORK»Dolz, Jose and Ayed, Ismail Ben and Yuan, Jing and Desrosiers, Christian” arXiv 2017. |
«Image completion with global structure and weighted nuclear norm regularization»Zhang, Mingli and Desrosiers, Christian” Proceedings of the International Joint Conference on Neural Networks 2017. |
«White matter fiber segmentation using functional varifolds»Kumar, Kuldeep and Gori, Pietro and Charlier, Benjamin and Durrleman, Stanley and Colliot, Olivier and Desrosiers, Christian” arXiv 2017. |
«A 3D fully convolutional neural network and a random walker to segment the esophagus in CT»Fechter, Tobias and Adebahr, Sonja and Baltas, Dimos and Ayed, Ismail Ben and Desrosiers, Christian and Dolz, Jose” 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. |
«Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation»Dolz, Jose and Desrosiers, Christian and Wang, Li and Yuan, Jing and Shen, Dinggang and Ayed, Ismail Ben” arXiv 2017. |
«Sub-partition reuse for fast optimal motion estimation in HEVC successive elimination algorithms»Trudeau, Luc and Coulombe, Stephane and Desrosiers, Christian” Proceedings – International Conference on Image Processing, ICIP 2016. |
«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. |
«A weighted total variation approach for the atlas-based reconstruction of brain MR data»Zhang, Mingli and Kumar, Kuldeep and Desrosiers, Christian” 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. |
«Medical image super-resolution with non-local embedding sparse representation and improved IBP»Zhang, Mingli and Desrosiers, Christian and Qu, Qiang and Guo, Fenghua and Zhang, Caiming” ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing – Proceedings 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. |
«LRI: A low rank approach to non-local sparse representation for image interpolation»Zhang, Mingli and Qu, Qiang and Nobari, Sadegh and Desrosiers, Christian” Proceedings of the International Joint Conference on Neural Networks 2016. |
«Hierarchical segmentation and tracking of coronary arteries in 2D X-ray Angiography sequences»M’Hiri, Faten and Le, T. Hoang Ngan and Duong, Luc and Desrosiers, Christian and Cherief, Mohamed” Proceedings – International Conference on Image Processing, ICIP 2015. |
«Unsupervised segmentation using dynamic superpixel random walks»Desrosiers, Christian” Proceedings – International Conference on Image Processing, ICIP 2015. |
«A sparse coding method for semi-supervised segmentation with multi-class histogram constraints»Karnyaczki, Stefan and Desrosiers, Christian” Proceedings – International Conference on Image Processing, ICIP 2015. |
«An adaptive search ordering for rate-constrained successive elimination algorithms»Trudeau, Luc and Coulombe, Stephane and Desrosiers, Christian” Proceedings – International Conference on Image Processing, ICIP 2015. |
«Effective document image deblurring via gradient histogram preservation»Zhang, Mingli and Desrosiers, Christian and Zhang, Caiming and Cheriet, Mohamed” Proceedings – International Conference on Image Processing, ICIP 2015. |
«Rate distortion-based motion estimation search ordering for rate-constrained successive elimination algorithms»Trudeau, Luc and Coulombe, Stephane and Desrosiers, Christian” 2014 IEEE International Conference on Image Processing, ICIP 2014 2014. |
«A fast and adaptive random walks approach for the unsupervised segmentation of natural images»Desrosiers, Christian” Proceedings – International Conference on Pattern Recognition 2014. |
«The layered architecture revisited: Is it an optimization problem?»Belle, Alvine Boaye and El Boussaidi, Ghizlane and Desrosiers, Christian and Mili, Hafedh” Proceedings of the International Conference on Software Engineering and Knowledge Engineering, SEKE 2013. |
«Atlas-based segmentation of brain magnetic resonance imaging using random walks»Morin, Jean Philippe and Desrosiers, Christian and Duong, Luc” IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2012. |
«Combining Laplacian eigenmaps and vesselness filters for vessel segmentation in X-ray angiography»M’hiri, Faten and Duong, Luc and Desrosiers, Christian” IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2012. |
«A random walk approach for multiatlas-based segmentation»Morin, Jean Philippe and Desrosiers, Christian and Duong, Luc” Proceedings – International Conference on Pattern Recognition 2012. |
«A fixed-point method to compute similarities in sparse response data»Desrosiers, Christian and Karypis, G.” SIAM International Conference on Data Mining (SDM10). 2009. |
