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Learning 3D Semantic Scene Graphs with Instance Embeddings

International journal of computer vision, 2022-03, Vol.130 (3), p.630-651

2022

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Dense image registration through MRFs and efficient linear programming

Medical image analysis, 2008-12, Vol.12 (6), p.731-741

2008

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Automatic CT-ultrasound registration for diagnostic imaging and image-guided intervention

Medical image analysis, 2008-10, Vol.12 (5), p.577-585

2008

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Joint motion boundary detection and CNN-based feature visualization for video object segmentation

Neural computing & applications, 2020-04, Vol.32 (8), p.4073-4091

2020

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Recognizing multiple human activities and tracking full-body pose in unconstrained environments

Pattern recognition, 2012, Vol.45 (1), p.11-23

2012

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The 2D analytic signal for envelope detection and feature extraction on ultrasound images

Medical image analysis, 2012-08, Vol.16 (6), p.1073-1084

2012

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Learning Real-Time Perspective Patch Rectification

International journal of computer vision, 2011-01, Vol.91 (1), p.107-130

2011

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Feature-Driven Direct Non-Rigid Image Registration

International journal of computer vision, 2011-05, Vol.93 (1), p.33-52

2011

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S2P3: Self-Supervised Polarimetric Pose Prediction

International journal of computer vision, 2024-06, Vol.132 (6), p.2177-2194

2024

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Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.649-656

2013

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Deep Bingham Networks: Dealing with Uncertainty and Ambiguity in Pose Estimation

International journal of computer vision, 2022-07, Vol.130 (7), p.1627-1654

2022

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A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.403-410

2013

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Real-Time Accurate 3D Head Tracking and Pose Estimation with Consumer RGB-D Cameras

International journal of computer vision, 2018-04, Vol.126 (2-4), p.158-183

2018

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A Global Approach for Automatic Fibroscopic Video Mosaicing in Minimally Invasive Diagnosis

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2008, 2008, Vol.11 (Pt 1), p.850-857

2008

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SDF-2-SDF Registration for Real-Time 3D Reconstruction from RGB-D Data

International journal of computer vision, 2018-06, Vol.126 (6), p.615-636

2018

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3D Adversarial Augmentations for Robust Out-of-Domain Predictions

International journal of computer vision, 2024-03, Vol.132 (3), p.931-963

2024

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Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.607-615

2013

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Deep Learning-Based Feature Representation for AD/MCI Classification

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.583-590

2013

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Manifold Learning of Brain MRIs by Deep Learning

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.633-640

2013

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Supervised Feature Learning for Curvilinear Structure Segmentation

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 1), p.526-533

2013

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Manifold learning for image-based breathing gating in ultrasound and MRI

Medical image analysis, 2012-05, Vol.16 (4), p.806-818

2012

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Guiding multimodal registration with learned optimization updates

Medical image analysis, 2017-10, Vol.41, p.2-17

2017

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Efficient Learning of Linear Predictors for Template Tracking

International journal of computer vision, 2015-01, Vol.111 (1), p.12-28

2015

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Iterative algorithm for interactive co-segmentation using semantic information propagation

Applied intelligence (Dordrecht, Netherlands), 2018-12, Vol.48 (12), p.5019-5036

2018

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Multiple Sclerosis Lesion Segmentation Using Dictionary Learning and Sparse Coding

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 1), p.735-742

2013

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Learning 3D Semantic Scene Graphs with Instance Embeddings

Dense image registration through MRFs and efficient linear programming

Automatic CT-ultrasound registration for diagnostic imaging and image-guided intervention

Joint motion boundary detection and CNN-based feature visualization for video object segmentation

Recognizing multiple human activities and tracking full-body pose in unconstrained environments

The 2D analytic signal for envelope detection and feature extraction on ultrasound images

Learning Real-Time Perspective Patch Rectification

Feature-Driven Direct Non-Rigid Image Registration

S2P3: Self-Supervised Polarimetric Pose Prediction

Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images

Deep Bingham Networks: Dealing with Uncertainty and Ambiguity in Pose Estimation

A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection

Real-Time Accurate 3D Head Tracking and Pose Estimation with Consumer RGB-D Cameras

A Global Approach for Automatic Fibroscopic Video Mosaicing in Minimally Invasive Diagnosis

SDF-2-SDF Registration for Real-Time 3D Reconstruction from RGB-D Data

3D Adversarial Augmentations for Robust Out-of-Domain Predictions

Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning

Deep Learning-Based Feature Representation for AD/MCI Classification

Manifold Learning of Brain MRIs by Deep Learning

Supervised Feature Learning for Curvilinear Structure Segmentation

Manifold learning for image-based breathing gating in ultrasound and MRI

Guiding multimodal registration with learned optimization updates

Efficient Learning of Linear Predictors for Template Tracking

Iterative algorithm for interactive co-segmentation using semantic information propagation

Multiple Sclerosis Lesion Segmentation Using Dictionary Learning and Sparse Coding

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