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Concurrent Spatial and Channel ‘Squeeze & Excitation’ in Fully Convolutional Networks

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.421-429

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Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study

Medical image analysis, 2021-04, Vol.69, p.101952-101952, Article 101952

2021

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AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1313-1321

2016

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Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images

Computer Vision – ECCV 2018, p.732-750

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SSD-6D: Making RGB-Based 3D Detection and 6D Pose Estimation Great Again

2017 IEEE International Conference on Computer Vision (ICCV), 2017, p.1530-1538

2017

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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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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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Towards Efficient Visual Guidance in Limited Field-of-View Head-Mounted Displays

IEEE transactions on visualization and computer graphics, 2018-11, Vol.24 (11), p.2983-2992

2018

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Towards MRI-Based Autonomous Robotic US Acquisitions: A First Feasibility Study

IEEE transactions on medical imaging, 2017-02, Vol.36 (2), p.538-548

2017

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SoftPool++: An Encoder–Decoder Network for Point Cloud Completion

International journal of computer vision, 2022-05, Vol.130 (5), p.1145-1164

2022

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Generic Primitive Detection in Point Clouds Using Novel Minimal Quadric Fits

IEEE transactions on pattern analysis and machine intelligence, 2020-06, Vol.42 (6), p.1333-1347

2020

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

Computer Vision – ECCV 2016, p.205-220

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A BaSiC tool for background and shading correction of optical microscopy images

Nature communications, 2017-06, Vol.8 (1), p.14836-14836, Article 14836

2017

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Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images

IEEE transactions on medical imaging, 2016-08, Vol.35 (8), p.1962-1971

2016

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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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3D Pictorial Structures Revisited: Multiple Human Pose Estimation

IEEE transactions on pattern analysis and machine intelligence, 2016-10, Vol.38 (10), p.1929-1942

2016

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Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation

2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2019, p.2931-2940

2019

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Towards Fully Automatic X-Ray to CT Registration

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

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X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.55-63

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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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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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Model globally, match locally: Efficient and robust 3D object recognition

2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2010, p.998-1005

2010

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Statistical modeling and recognition of surgical workflow

Medical image analysis, 2012-04, Vol.16 (3), p.632-641

2012

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Looking Beyond the Simple Scenarios: Combining Learners and Optimizers in 3D Temporal Tracking

IEEE transactions on visualization and computer graphics, 2017-11, Vol.23 (11), p.2399-2409

2017

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Camera Augmented Mobile C-Arm (CAMC): Calibration, Accuracy Study, and Clinical Applications

IEEE transactions on medical imaging, 2010-07, Vol.29 (7), p.1412-1423

2010

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Concurrent Spatial and Channel ‘Squeeze & Excitation’ in Fully Convolutional Networks

Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study

AggNet: Deep Learning From Crowds for Mitosis Detection in Breast Cancer Histology Images

Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images

SSD-6D: Making RGB-Based 3D Detection and 6D Pose Estimation Great Again

Deep Residual Learning for Instrument Segmentation in Robotic Surgery

Learning 3D Semantic Scene Graphs with Instance Embeddings

Towards Efficient Visual Guidance in Limited Field-of-View Head-Mounted Displays

Towards MRI-Based Autonomous Robotic US Acquisitions: A First Feasibility Study

SoftPool++: An Encoder–Decoder Network for Point Cloud Completion

Generic Primitive Detection in Point Clouds Using Novel Minimal Quadric Fits

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

A BaSiC tool for background and shading correction of optical microscopy images

Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images

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

3D Pictorial Structures Revisited: Multiple Human Pose Estimation

Sampling-Free Epistemic Uncertainty Estimation Using Approximated Variance Propagation

Towards Fully Automatic X-Ray to CT Registration

X-ray-transform Invariant Anatomical Landmark Detection for Pelvic Trauma Surgery

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

Dense image registration through MRFs and efficient linear programming

Model globally, match locally: Efficient and robust 3D object recognition

Statistical modeling and recognition of surgical workflow

Looking Beyond the Simple Scenarios: Combining Learners and Optimizers in 3D Temporal Tracking

Camera Augmented Mobile C-Arm (CAMC): Calibration, Accuracy Study, and Clinical Applications

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