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Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation

Computer Vision – ECCV 2018, p.765-782

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DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila

eLife, 2019-10, Vol.8

2019

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LiftPose3D, a deep learning-based approach for transforming two-dimensional to three-dimensional poses in laboratory animals

Nature methods, 2021-08, Vol.18 (8), p.975-981

2021

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Learning Monocular 3D Human Pose Estimation from Multi-view Images

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.8437-8446

2018

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A three-dimensional virtual mouse generates synthetic training data for behavioral analysis

Nature methods, 2021-04, Vol.18 (4), p.378-381

2021

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A graph-based approach can improve keypoint detection of complex poses: a proof-of-concept on injury occurrences in alpine ski racing

Scientific reports, 2023-12, Vol.13 (1), p.21465-21465, Article 21465

2023

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Are Existing Monocular Computer Vision-Based 3D Motion Capture Approaches Ready for Deployment? A Methodological Study on the Example of Alpine Skiing

Sensors (Basel, Switzerland), 2019-10, Vol.19 (19), p.4323

2019

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Integration of a skier-specific keypoint detection model in a hybrid 3D motion capture pipeline

Current Issues in Sport Science, 2024-09, Vol.9 (4), p.13

2024

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Learning Domain-Adaptive Landmark Detection-Based Self-Supervised Video Synchronization for Remote Sensing Panorama

Remote sensing (Basel, Switzerland), 2023-02, Vol.15 (4), p.953

2023

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Deep learning-based 2D keypoint detection in alpine ski racing – A performance analysis of state-of-the-art algorithms applied to regular skiing and injury situations

JSAMS plus, 2023, Vol.2, p.100034, Article 100034

2023

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CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, p.13289-13299

2021

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VNect: real-time 3D human pose estimation with a single RGB camera

ACM transactions on graphics, 2017-08, Vol.36 (4), p.1-14

2017

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MonoPerfCap: Human Performance Capture From Monocular Video

ACM transactions on graphics, 2018-07, Vol.37 (2), p.1-15

2018

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XNect: real-time multi-person 3D motion capture with a single RGB camera

ACM transactions on graphics, 2020-07, Vol.39 (4), p.82:1-82:17, Article 82

2020

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Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation

IEEE transactions on pattern analysis and machine intelligence, 2023-05, Vol.45 (5), p.6415-6427

2023

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EgoCap: egocentric marker-less motion capture with two fisheye cameras

ACM transactions on graphics, 2016-11, Vol.35 (6), p.1-11

2016

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Editor’s Note: Special Issue on Computer Vision Approach for Animal Tracking and Modeling

International journal of computer vision, 2024-11, Vol.132 (11), p.5489-5489

2024

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Editor’s Note: Special Issue on Computer Vision Approaches for Animal Tracking and Modeling 2023

International journal of computer vision, 2024-09

2024

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Self-Supervised Human Detection and Segmentation via Background Inpainting

IEEE transactions on pattern analysis and machine intelligence, 2022-12, Vol.44 (12), p.9574-9588

2022

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Self-supervised 3D human pose estimation from video

Neurocomputing (Amsterdam), 2022-06, Vol.488, p.97-106

2022

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Detecting viewer-perceived intended vector sketch connectivity

ACM transactions on graphics, 2022-07, Vol.41 (4), p.1-11, Article 87

2022

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GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.1215-1225

2022

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Scaling Neural Face Synthesis to High FPS and Low Latency by Neural Caching

2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, p.3463-3472

2023

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AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.13065-13075

2022

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ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.6625-6635

2022

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Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation

DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila

LiftPose3D, a deep learning-based approach for transforming two-dimensional to three-dimensional poses in laboratory animals

Learning Monocular 3D Human Pose Estimation from Multi-view Images

A three-dimensional virtual mouse generates synthetic training data for behavioral analysis

A graph-based approach can improve keypoint detection of complex poses: a proof-of-concept on injury occurrences in alpine ski racing

Are Existing Monocular Computer Vision-Based 3D Motion Capture Approaches Ready for Deployment? A Methodological Study on the Example of Alpine Skiing

Integration of a skier-specific keypoint detection model in a hybrid 3D motion capture pipeline

Learning Domain-Adaptive Landmark Detection-Based Self-Supervised Video Synchronization for Remote Sensing Panorama

Deep learning-based 2D keypoint detection in alpine ski racing – A performance analysis of state-of-the-art algorithms applied to regular skiing and injury situations

CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild

VNect: real-time 3D human pose estimation with a single RGB camera

MonoPerfCap: Human Performance Capture From Monocular Video

XNect: real-time multi-person 3D motion capture with a single RGB camera

Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation

EgoCap: egocentric marker-less motion capture with two fisheye cameras

Editor’s Note: Special Issue on Computer Vision Approach for Animal Tracking and Modeling

Editor’s Note: Special Issue on Computer Vision Approaches for Animal Tracking and Modeling 2023

Self-Supervised Human Detection and Segmentation via Background Inpainting

Self-supervised 3D human pose estimation from video

Detecting viewer-perceived intended vector sketch connectivity

GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation

Scaling Neural Face Synthesis to High FPS and Low Latency by Neural Caching

AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation

ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D Poses

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