
Christian Desrosiers
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2020 – today
- 2021
- [j38]Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed:
Boundary loss for highly unbalanced segmentation. Medical Image Anal. 67: 101851 (2021) - 2020
- [j37]Ahmad Chaddad
, Michael J. Kucharczyk
, Christian Desrosiers
, Idowu Paul Okuwobi, Yousef Katib
, Mingli Zhang
, Saima Rathore, Paul Sargos, Tamim Niazi:
Deep Radiomic Analysis to Predict Gleason Score in Prostate Cancer. IEEE Access 8: 167767-167778 (2020) - [j36]Jose Dolz
, Christian Desrosiers, Li Wang, Jing Yuan, Dinggang Shen, Ismail Ben Ayed:
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation. Comput. Medical Imaging Graph. 79: 101660 (2020) - [j35]Jinhua Liu, Christian Desrosiers, Yuanfeng Zhou:
Att-MoE: Attention-based Mixture of Experts for nuclear and cytoplasmic segmentation. Neurocomputing 411: 139-148 (2020) - [j34]Jin-Gong Jia, Yuanfeng Zhou, Xing-Wei Hao, Feng Li, Christian Desrosiers, Cai-Ming Zhang:
Two-Stream Temporal Convolutional Networks for Skeleton-Based Human Action Recognition. J. Comput. Sci. Technol. 35(3): 538-550 (2020) - [j33]Laurent Chauvin, Kuldeep Kumar
, Christian Wachinger, Mark G. Vangel, Jacques A. de Guise, Christian Desrosiers, William Wells, Matthew Toews:
Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives. NeuroImage 204 (2020) - [j32]Mingli Zhang, Christian Desrosiers, Yuhong Guo, Budhachandra S. Khundrakpam, Noor Al-Sharif, Gregory Kiar, Pedro A. Valdés-Sosa, Jean-Baptiste Poline, Alan C. Evans:
Brain status modeling with non-negative projective dictionary learning. NeuroImage 206 (2020) - [j31]Jizong Peng, Hoel Kervadec, Jose Dolz
, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers
:
Discretely-constrained deep network for weakly supervised segmentation. Neural Networks 130: 297-308 (2020) - [j30]Jizong Peng
, Guillermo Estrada, Marco Pedersoli, Christian Desrosiers
:
Deep co-training for semi-supervised image segmentation. Pattern Recognit. 107: 107269 (2020) - [j29]Kaveh Kamali, Ali Akbar Akbari, Christian Desrosiers, Alireza Akbarzadeh, Martin J.-D. Otis
, Johannes C. Ayena
:
Low-Rank and Sparse Recovery of Human Gait Data. Sensors 20(16): 4525 (2020) - [j28]Luc Trudeau, Stéphane Coulombe, Christian Desrosiers:
Multi-level rate-constrained successive elimination algorithm tailored to suboptimal motion estimation in HEVC. Signal Process. Image Commun. 81 (2020) - [c57]Kaveh Kamali, Ilian A. Bonev, Christian Desrosiers:
Real-time Motion Planning for Robotic Teleoperation Using Dynamic-goal Deep Reinforcement Learning. CRV 2020: 182-189 - [c56]Ran He, Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Spectral Graph Transformer Networks for Brain Surface Parcellation. ISBI 2020: 372-376 - [c55]Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert:
Adversarial Normalization for Multi Domain Image Segmentation. ISBI 2020: 849-853 - [c54]Xuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu:
Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest. MLMI@MICCAI 2020: 91-100 - [c53]Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. UNSURE/GRAIL@MICCAI 2020: 152-163 - [c52]Jizong Peng, Marco Pedersoli, Christian Desrosiers:
Mutual information deep regularization for semi-supervised segmentation. MIDL 2020: 601-613 - [i36]Xuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu:
Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest. CoRR abs/2003.09365 (2020) - [i35]Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. CoRR abs/2004.00074 (2020) - [i34]Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert:
Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis. CoRR abs/2004.00173 (2020) - [i33]Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert:
Realistic Image Normalization for Multi-Domain Segmentation. CoRR abs/2009.14024 (2020) - [i32]Jie Mei, Christian Desrosiers, Johannes Frasnelli:
Machine learning for the diagnosis of Parkinson's disease: A systematic review. CoRR abs/2010.06101 (2020) - [i31]Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers:
Self-paced and self-consistent co-training for semi-supervised image segmentation. CoRR abs/2011.00325 (2020) - [i30]Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin:
Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy. CoRR abs/2011.12835 (2020) - [i29]Jose Dolz, Christian Desrosiers, Ismail Ben Ayed:
Teach me to segment with mixed supervision: Confident students become masters. CoRR abs/2012.08051 (2020)
2010 – 2019
- 2019
- [j27]Ahmad Chaddad
, Christian Desrosiers, Bassam Abdulkarim, Tamim Niazi:
Predicting the Gene Status and Survival Outcome of Lower Grade Glioma Patients With Multimodal MRI Features. IEEE Access 7: 75976-75984 (2019) - [j26]Ahmad Chaddad
, Matthew Toews, Christian Desrosiers, Tamim Niazi:
Deep Radiomic Analysis Based on Modeling Information Flow in Convolutional Neural Networks. IEEE Access 7: 97242-97252 (2019) - [j25]Karthik Gopinath
, Christian Desrosiers, Herve Lombaert:
Graph Convolutions on Spectral Embeddings for Cortical Surface Parcellation. Medical Image Anal. 54: 297-305 (2019) - [j24]Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet:
Word spotting and recognition via a joint deep embedding of image and text. Pattern Recognit. 88: 312-320 (2019) - [j23]Kuldeep Kumar
, Kaleem Siddiqi
, Christian Desrosiers
:
White matter fiber analysis using kernel dictionary learning and sparsity priors. Pattern Recognit. 95: 83-95 (2019) - [j22]Mingli Zhang
, Christian Desrosiers:
High-quality Image Restoration Using Low-Rank Patch Regularization and Global Structure Sparsity. IEEE Trans. Image Process. 28(2): 868-879 (2019) - [j21]Ahmad Chaddad
, Paul Daniel, Christian Desrosiers
, Matthew Toews, Bassam Abdulkarim:
Novel Radiomic Features Based on Joint Intensity Matrices for Predicting Glioblastoma Patient Survival Time. IEEE J. Biomed. Health Informatics 23(2): 795-804 (2019) - [j20]Jose Dolz
, Karthik Gopinath, Jing Yuan, Herve Lombaert
, Christian Desrosiers
, Ismail Ben Ayed:
HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation. IEEE Trans. Medical Imaging 38(5): 1116-1126 (2019) - [j19]Li Wang
, Dong Nie
, Guannan Li, Élodie Puybareau
, Jose Dolz
, Qian Zhang, Fan Wang, Jing Xia, Zhengwang Wu, Jiawei Chen
, Kim-Han Thung, Toan Duc Bui, Jitae Shin, Guodong Zeng, Guoyan Zheng, Vladimir S. Fonov
, Andrew Doyle, Yongchao Xu, Pim Moeskops, Josien P. W. Pluim, Christian Desrosiers, Ismail Ben Ayed, Gerard Sanroma, Oualid M. Benkarim
, Adrià Casamitjana
, Verónica Vilaplana, Weili Lin, Gang Li
, Dinggang Shen
:
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Trans. Medical Imaging 38(9): 2219-2230 (2019) - [c51]Fodil Belghait, Alain April, Pavel Hamet, Johanne Tremblay, Christian Desrosiers:
A Large-scale and Extensible Platform for Precision Medicine Research. PDH 2019: 47-54 - [c50]Laurent Chauvin, Kuldeep Kumar
, Christian Desrosiers, Jacques A. de Guise, William M. Wells III, Matthew Toews:
Analyzing Brain Morphology on the Bag-of-Features Manifold. IPMI 2019: 45-56 - [c49]Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Adaptive Graph Convolution Pooling for Brain Surface Analysis. IPMI 2019: 86-98 - [c48]Ahmad Chaddad, Mingli Zhang, Christian Desrosiers, Tamim Niazi:
Deep Radiomic Features from MRI Scans Predict Survival Outcome of Recurrent Glioblastoma. RNO-AI@MICCAI 2019: 36-43 - [c47]Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed:
Boundary loss for highly unbalanced segmentation. MIDL 2019: 285-296 - [i28]Jizong Peng, Guillermo Estrada, Marco Pedersoli, Christian Desrosiers:
Deep Co-Training for Semi-Supervised Image Segmentation. CoRR abs/1903.11233 (2019) - [i27]Hoel Kervadec, Jose Dolz, Jing Yuan, Christian Desrosiers, Eric Granger, Ismail Ben Ayed:
Log-barrier constrained CNNs. CoRR abs/1904.04205 (2019) - [i26]Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers:
Discretely-constrained deep network for weakly supervised segmentation. CoRR abs/1908.05770 (2019) - [i25]Arnab Kumar Mondal, Aniket Agarwal, Jose Dolz, Christian Desrosiers:
Revisiting CycleGAN for semi-supervised segmentation. CoRR abs/1908.11569 (2019) - [i24]Bach Ngoc Kim, Christian Desrosiers, Jose Dolz, Pierre-Marc Jodoin:
Privacy-Net: An Adversarial Approach For Identity-obfuscated Segmentation. CoRR abs/1909.04087 (2019) - [i23]Xuan Li, Yuchen Lu, Peng Xu, Jizong Peng, Christian Desrosiers, Xue Liu:
Boosting Image Recognition with Non-differentiable Constraints. CoRR abs/1910.00736 (2019) - [i22]Jizong Peng, Christian Desrosiers, Marco Pedersoli:
Information based Deep Clustering: An experimental study. CoRR abs/1910.01665 (2019) - [i21]Ahmad Chaddad, Saima Rathore, Mingli Zhang, Christian Desrosiers, Tamim Niazi:
Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma. CoRR abs/1911.06687 (2019) - [i20]Ran He, Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Spectral Graph Transformer Networks for Brain Surface Parcellation. CoRR abs/1911.10118 (2019) - [i19]Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis. CoRR abs/1911.10129 (2019) - [i18]Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert:
Adversarial normalization for multi domain image segmentation. CoRR abs/1912.00993 (2019) - 2018
- [j18]Ahmad Chaddad
, Christian Desrosiers, Tamim Niazi:
Deep Radiomic Analysis of MRI Related to Alzheimer's Disease. IEEE Access 6: 58213-58221 (2018) - [j17]Mingli Zhang, Christian Desrosiers:
Structure preserving image denoising based on low-rank reconstruction and gradient histograms. Comput. Vis. Image Underst. 171: 48-60 (2018) - [j16]Jose Dolz, Christian Desrosiers, Ismail Ben Ayed:
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study. NeuroImage 170: 456-470 (2018) - [j15]Aaron Carass, Jennifer L. Cuzzocreo, Shuo Han, Carlos R. Hernandez-Castillo, Paul E. Rasser, Melanie Ganz, Vincent Beliveau
, Jose Dolz, Ismail Ben Ayed, Christian Desrosiers, Benjamin Thyreau, José E. Romero, Pierrick Coupé, José V. Manjón, Vladimir S. Fonov
, D. Louis Collins, Sarah H. Ying, Chiadi U. Onyike, Jerry L. Prince:
Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images. NeuroImage 183: 150-172 (2018) - [j14]Kuldeep Kumar
, Matthew Toews, Laurent Chauvin, Olivier Colliot, Christian Desrosiers:
Multi-modal brain fingerprinting: A manifold approximation based framework. NeuroImage 183: 212-226 (2018) - [j13]Mingli Zhang, Christian Desrosiers, Caiming Zhang:
Atlas-based reconstruction of high performance brain MR data. Pattern Recognit. 76: 549-559 (2018) - [j12]Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet:
Hierarchical representation learning using spherical k-means for segmentation-free word spotting. Pattern Recognit. Lett. 101: 52-59 (2018) - [j11]Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet:
Convolutional pyramid of bidirectional character sequences for the recognition of handwritten words. Pattern Recognit. Lett. 111: 87-93 (2018) - [j10]Luc Trudeau
, Stéphane Coulombe
, Christian Desrosiers
:
Cost-Based Search Ordering for Rate-Constrained Motion Estimation Applied to HEVC. IEEE Trans. Broadcast. 64(4): 922-932 (2018) - [c46]Jose Dolz, Ismail Ben Ayed, Jing Yuan, Christian Desrosiers:
Isointense infant brain segmentation with a hyper-dense connected convolutional neural network. ISBI 2018: 616-620 - [c45]Jose Dolz, Christian Desrosiers, Ismail Ben Ayed:
IVD-Net: Intervertebral Disc Localization and Segmentation in MRI with a Multi-modal UNet. CSI@MICCAI 2018: 130-143 - [c44]Mingli Zhang, Christian Desrosiers, Yuhong Guo, Caiming Zhang, Budhachandra S. Khundrakpam, Alan C. Evans:
Brain Status Prediction with Non-negative Projective Dictionary Learning. MLMI@MICCAI 2018: 152-160 - [c43]Jose Dolz, Ismail Ben Ayed, Christian Desrosiers:
Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities. BrainLes@MICCAI (1) 2018: 271-282 - [i17]Karthik Gopinath, Christian Desrosiers, Herve Lombaert:
Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data. CoRR abs/1803.10336 (2018) - [i16]Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed:
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation. CoRR abs/1804.02967 (2018) - [i15]Kuldeep Kumar, Kaleem Siddiqi, Christian Desrosiers:
White matter fiber analysis using kernel dictionary learning and sparsity priors. CoRR abs/1804.05427 (2018) - [i14]Jose Dolz, Xiaopan Xu, Jérôme Rony, Jing Yuan, Yang Liu, Eric Granger, Christian Desrosiers, Xi Zhang, Ismail Ben Ayed, Hongbing Lu:
Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks. CoRR abs/1805.10720 (2018) - [i13]Jose Dolz, Ismail Ben Ayed, Christian Desrosiers:
Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities. CoRR abs/1810.07003 (2018) - [i12]Arnab Kumar Mondal, Jose Dolz, Christian Desrosiers:
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning. CoRR abs/1810.12241 (2018) - [i11]Jose Dolz, Christian Desrosiers, Ismail Ben Ayed:
IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet. CoRR abs/1811.08305 (2018) - [i10]Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Éric Granger, Jose Dolz, Ismail Ben Ayed:
Boundary loss for highly unbalanced segmentation. CoRR abs/1812.07032 (2018) - 2017
- [j9]Faten M'hiri, Luc Duong, Christian Desrosiers, Nagib Dahdah, Joaquim Miró, Mohamed Cheriet:
Automatic evaluation of vessel diameter variation from 2D X-ray angiography. Int. J. Comput. Assist. Radiol. Surg. 12(11): 1867-1876 (2017) - [j8]Mingli Zhang, Christian Desrosiers:
Image denoising based on sparse representation and gradient histogram. IET Image Process. 11(1): 54-63 (2017) - [j7]Kuldeep Kumar
, Christian Desrosiers, Kaleem Siddiqi
, Olivier Colliot, Matthew Toews:
Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis. NeuroImage 158: 242-259 (2017) - [j6]Eya Barkallah, Johan Freulard, Martin J.-D. Otis
, Suzy Ngomo, Johannes C. Ayena, Christian Desrosiers:
Wearable Devices for Classification of Inadequate Posture at Work Using Neural Networks. Sensors 17(9): 2003 (2017) - [c42]Jose Dolz, Ismail Ben Ayed, Christian Desrosiers:
DOPE: Distributed Optimization for Pairwise Energies. CVPR 2017: 4095-4104 - [c41]Mingli Zhang, Christian Desrosiers, Caiming Zhang:
Effective compressive sensing via reweighted total variation and weighted nuclear norm regularization. ICASSP 2017: 1802-1806 - [c40]Mohamed Mhiri, Mohamed Cheriet, Christian Desrosiers:
Query-by-example word spotting using multiscale features and classification in the space of representation differences. ICIP 2017: 1112-1116 - [c39]Mingli Zhang, Christian Desrosiers:
Image completion with global structure and weighted nuclear norm regularization. IJCNN 2017: 4187-4193 - [c38]Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet:
Footnote-based document image classification using 1D convolutional neural networks and histograms. IPTA 2017: 1-5 - [c37]Kuldeep Kumar
, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, Christian Desrosiers:
White Matter Fiber Segmentation Using Functional Varifolds. GRAIL/MFCA/MICGen@MICCAI 2017: 92-100 - [c36]Jose Dolz, Ismail Ben Ayed, Christian Desrosiers:
Unbiased Shape Compactness for Segmentation. MICCAI (1) 2017: 755-763 - [i9]Jose Dolz, Ismail Ben Ayed, Christian Desrosiers:
DOPE: Distributed Optimization for Pairwise Energies. CoRR abs/1704.03116 (2017) - [i8]Tobias Fechter, Sonja Adebahr, Dimos Baltas, Ismail Ben Ayed, Christian Desrosiers, Jose Dolz:
A 3D fully convolutional neural network and a random walker to segment the esophagus in CT. CoRR abs/1704.06544 (2017) - [i7]Jose Dolz, Ismail Ben Ayed, Christian Desrosiers:
Unbiased Shape Compactness for Segmentation. CoRR abs/1704.08908 (2017) - [i6]Kuldeep Kumar, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, Christian Desrosiers:
White Matter Fiber Segmentation Using Functional Varifolds. CoRR abs/1709.06144 (2017) - [i5]Kuldeep Kumar, Laurent Chauvin, Matthew Toews, Olivier Colliot, Christian Desrosiers:
Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI. CoRR abs/1709.06151 (2017) - [i4]Jose Dolz, Ismail Ben Ayed, Jing Yuan, Christian Desrosiers:
HyperDense-Net: A hyper-densely connected CNN for multi-modal image semantic segmentation. CoRR abs/1710.05956 (2017) - [i3]Ahmad Chaddad, Behnaz Naisiri, Marco Pedersoli, Eric Granger, Christian Desrosiers, Matthew Toews:
Modeling Information Flow Through Deep Neural Networks. CoRR abs/1712.00003 (2017) - [i2]Jose Dolz, Christian Desrosiers, Li Wang, Jing Yuan, Dinggang Shen, Ismail Ben Ayed:
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation. CoRR abs/1712.05319 (2017) - 2016
- [j5]Faten M'hiri, Luc Duong, Christian Desrosiers, Mohamed Leye, Joaquim Miró, Mohamed Cheriet:
A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences. Comput. Biol. Medicine 79: 45-58 (2016) - [c35]Ahmad Chaddad
, Christian Desrosiers, Matthew Toews:
Radiomic analysis of multi-contrast brain MRI for the prediction of survival in patients with glioblastoma multiforme. EMBC 2016: 4035-4038 - [c34]Mingli Zhang, Christian Desrosiers, Qiang Qu, Fenghua Guo, Caiming Zhang:
Medical image super-resolution with non-local embedding sparse representation and improved IBP. ICASSP 2016: 888-892 - [c33]Luc Trudeau
, Stéphane Coulombe
, Christian Desrosiers:
Sub-partition reuse for fast optimal motion estimation in HEVC successive elimination algorithms. ICIP 2016: 2003-2007 - [c32]Ahmad Chaddad
, Christian Desrosiers, Lama Hassan, Matthew Toews:
Multispectral texture analysis of histopathological abnormalities in colorectal tissues. ICIP 2016: 2628-2632 - [c31]Mingli Zhang, Kuldeep Kumar
, Christian Desrosiers:
A weighted total variation approach for the atlas-based reconstruction of brain MR data. ICIP 2016: 4329-4333 - [c30]Kuldeep Kumar
, Christian Desrosiers, Ahmad Chaddad
, Matthew Toews:
Spatially constrained sparse regression for the data-driven discovery of Neuroimaging biomarkers. ICPR 2016: 2162-2167 - [c29]Mingli Zhang, Qiang Qu, Sadegh Nobari, Christian Desrosiers:
LRI: A low rank approach to non-local sparse representation for image interpolation. IJCNN 2016: 3016-3022 - [c28]Ahmad Chaddad
, Christian Desrosiers, Matthew Toews:
Local discriminative characterization of MRI for Alzheimer's disease. ISBI 2016: 1-5 - [c27]Kuldeep Kumar
, Christian Desrosiers:
A sparse coding approach for the efficient representation and segmentation of white matter fibers. ISBI 2016: 915-919 - [c26]Ahmad Chaddad
, Christian Desrosiers, Matthew Toews:
Phenotypic characterization of glioblastoma identified through shape descriptors. Medical Imaging: Computer-Aided Diagnosis 2016: 97852M - [c25]Ahmad Chaddad
, Christian Desrosiers, Matthew Toews:
GBM heterogeneity characterization by radiomic analysis of phenotype anatomical planes. Medical Imaging: Image Processing 2016: 978424 - [c24]Mingli Zhang, Christian Desrosiers:
Robust MRI reconstruction via re-weighted total variation and non-local sparse regression. MMSP 2016: 1-6 - [i1]Jose Dolz, Christian Desrosiers, Ismail Ben Ayed:
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study. CoRR abs/1612.03925 (2016) - 2015
- [c23]Alvine Boaye Belle, Ghizlane El-Boussaidi, Christian Desrosiers, Segla Kpodjedo, Hafedh Mili:
The Layered Architecture Recovery as a Quadratic Assignment Problem. ECSA 2015: 339-354 - [c22]Luc Trudeau
, Stéphane Coulombe
, Christian Desrosiers:
An adaptive search ordering for rate-constrained successive elimination algorithms. ICIP 2015: 207-211 - [c21]Mingli Zhang, Christian Desrosiers, Caiming Zhang, Mohamed Cheriet:
Effective document image deblurring via gradient histogram preservation. ICIP 2015: 779-783 - [c20]Faten M'hiri, T. Hoang Ngan Le, Luc Duong, Christian Desrosiers, Mohamed Cheriet:
Hierarchical segmentation and tracking of coronary arteries in 2D X-ray Angiography sequences. ICIP 2015: 1707-1711 - [c19]Christian Desrosiers:
Unsupervised segmentation using dynamic superpixel random walks. ICIP 2015: 1772-1776 - [c18]Stefan Karnyaczki, Christian Desrosiers:
A sparse coding method for semi-supervised segmentation with multi-class histogram constraints. ICIP 2015: 3215-3219 - [c17]Kuldeep Kumar
, Christian Desrosiers, Kaleem Siddiqi
:
Brain Fiber Clustering Using Non-negative Kernelized Matching Pursuit. MLMI 2015: 144-152 - [c16]Alpa Jayesh Shah, Christian Desrosiers, Robert Sabourin:
Contextual Anomaly Detection Using Log-Linear Tensor Factorization. PAKDD (2) 2015: 165-176 - [r1]Xia Ning, Christian Desrosiers, George Karypis:
A Comprehensive Survey of Neighborhood-Based Recommendation Methods. Recommender Systems Handbook 2015: 37-76 - 2014
- [j4]Christian Desrosiers, Philippe Galinier, Pierre Hansen, Alain Hertz:
Automated generation of conjectures on forbidden subgraph characterization. Discret. Appl. Math. 162: 177-194 (2014) - [c15]Luc Trudeau
, Stéphane Coulombe
, Christian Desrosiers:
Rate distortion-based motion estimation search ordering for rate-constrained successive elimination algorithms. ICIP 2014: 3175-3179 - [c14]Christian Desrosiers:
A Fast and Adaptive Random Walks Approach for the Unsupervised Segmentation of Natural Images. ICPR 2014: 130-135 - [c13]Christian Desrosiers:
An unsupervised random walk approach for the segmentation of brain MRI. ISBI 2014: 337-340 - 2013
- [c12]Faten M'hiri, Luc Duong, Christian Desrosiers, Mohamed Cheriet:
Vesselwalker: Coronary arteries segmentation using random walks and hessian-based vesselness filter. ISBI 2013: 918-921 - [c11]Alvine Boaye Belle, Ghizlane El-Boussaidi, Christian Desrosiers, Hafedh Mili:
The Layered Architecture revisited: Is it an Optimization Problem? SEKE 2013: 344-349 - 2012
- [c10]Jean-Philippe Morin, Christian Desrosiers, Luc Duong:
Atlas-based segmentation of brain magnetic resonance imaging using random walks. CVPR Workshops 2012: 44-49 - [c9]Faten M'hiri, Luc Duong, Christian Desrosiers:
Combining Laplacian eigenmaps and vesselness filters for vessel segmentation in X-ray angiography. CVPR Workshops 2012: 70-75