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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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Deep Residual Learning for Instrument Segmentation in Robotic Surgery

Machine Learning in Medical Imaging, 2019, p.566-573

2019

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Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation

Computer Vision - ECCV 2016, 2016, Vol.9907, p.205-220

2016

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Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images

Computer Vision - ECCV 2018, 2018, Vol.11220, p.732-750

2018

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Hough-CNN: Deep learning for segmentation of deep brain regions in MRI and ultrasound

Computer vision and image understanding, 2017-11, Vol.164, p.92-102

2017

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Human skeleton tracking from depth data using geodesic distances and optical flow

Image and vision computing, 2012-03, Vol.30 (3), p.217-226

2012

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Towards Fully Automatic X-Ray to CT Registration

Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019, Vol.11769, p.631-639

2019

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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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Technical Demonstration on Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes

Computer Vision – ECCV 2012. Workshops and Demonstrations, 2012, p.593-596

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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GANs for medical image analysis

Artificial intelligence in medicine, 2020-09, Vol.109, p.101938-101938, Article 101938

2020

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Multiple-Activity Human Body Tracking in Unconstrained Environments

Articulated Motion and Deformable Objects, 2010, p.192-202

2010

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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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Peeking behind objects: Layered depth prediction from a single image

Pattern recognition letters, 2019-07, Vol.125, p.333-340

2019

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U-Net: Convolutional Networks for Biomedical Image Segmentation

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, 2015, Vol.9351, p.234-241

2015

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DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, 2015, p.556-564

2015

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Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural Network

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.246-253

2013

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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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Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.436-443

2013

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Deep Voting: A Robust Approach Toward Nucleus Localization in Microscopy Images

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015, 2015-01, Vol.9351, p.374-382

2015

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Learning 3D Semantic Scene Graphs with Instance Embeddings

Deep Residual Learning for Instrument Segmentation in Robotic Surgery

Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation

Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images

Hough-CNN: Deep learning for segmentation of deep brain regions in MRI and ultrasound

Human skeleton tracking from depth data using geodesic distances and optical flow

Towards Fully Automatic X-Ray to CT Registration

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

Technical Demonstration on Model Based Training, Detection and Pose Estimation of Texture-Less 3D Objects in Heavily Cluttered Scenes

Learning Real-Time Perspective Patch Rectification

GANs for medical image analysis

Multiple-Activity Human Body Tracking in Unconstrained Environments

Feature-Driven Direct Non-Rigid Image Registration

Peeking behind objects: Layered depth prediction from a single image

U-Net: Convolutional Networks for Biomedical Image Segmentation

DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation

Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural Network

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

Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images

Deep Voting: A Robust Approach Toward Nucleus Localization in Microscopy Images

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