Gangolf Hirtz

According to our database1, Gangolf Hirtz authored at least 55 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
NToP: NeRF-Powered Large-scale Dataset Generation for 2D and 3D Human Pose Estimation in Top-View Fisheye Images.
CoRR, 2024

2023
3D Reference-Based Skeletal Movement Evaluation.
Proceedings of the 3rd International Conference on Image Processing and Vision Engineering, 2023

Human Pose Estimation in Monocular Omnidirectional Top-View Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Applications of Deep Learning for Top-View Omnidirectional Imaging: A Survey.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
OmniPD: One-Step Person Detection in Top-View Omnidirectional Indoor Scenes.
CoRR, 2022

In-Pose Estimation of Covered and Uncovered Human Body from Thermal Camera Images Using Multi-Scale Stacked Hourglass (MSSHg) Network.
Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

2021
An User-centred AI-based Assistance System to Encounter Pandemics in Clinical Environments: A Concept Overview.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

A Study on the Influence of Omnidirectional Distortion on CNN-based Stereo Vision.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Unsupervised Domain Adaptation from Synthetic to Real Images for Anchorless Object Detection.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Characterization and Simulation of an OFDM-Based Automotive Bus System.
Proceedings of the 2nd International Conference on Societal Automation, 2021

OmniFlow: Human Omnidirectional Optical Flow.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

A CNN-based Feature Space for Semi-supervised Incremental Learning in Assisted Living Applications.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Individual Avatar Skeletal based Animation Feedback for Assisted Motion Control.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Gait Parameter Estimation of Elderly People using 3D Human Pose Estimation in Early Detection of Dementia.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Minimizing Age of Information on NOMA Communication Schemes for Vehicular Communication Applications.
Proceedings of the 12th International Symposium on Communication Systems, 2020

Proposal for MAC frame parameter design based on OFDM signaling and synchronization error criteria.
Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020

2019
Contact-less Vital Parameter Determination: An e-Health Solution for Elderly Care.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Improved Person Detection on Omnidirectional Images with Non-maxima Supression.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Motion Evaluation of Therapy Exercises by Means of Skeleton Normalisation, Incremental Dynamic Time Warping and Machine Learning: A Comparison of a Rule-Based and a Machine-Learning-Based Approach.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Where to drive: free space detection with one fisheye camera.
Proceedings of the Twelfth International Conference on Machine Vision, 2019

Estimation of Gait Parameters from 3D Pose for Elderly Care.
Proceedings of the ICBBE '19: 2019 6th International Conference on Biomedical and Bioinformatics Engineering, 2019

2018
OmniDetector: With Neural Networks to Bounding Boxes.
CoRR, 2018

Cubes3D: Neural Network based Optical Flow in Omnidirectional Image Scenes.
CoRR, 2018

Robust Remote Heart Rate Determination for E-Rehabilitation - A Method that Overcomes Motion and Intensity Artefacts.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

An Approach for Skeleton Fitting in Long-Wavelength Infrared Images - First Results for a Robust Head Localisation using Probability Masks.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Contact-Less, Optical Heart Rate Determination in the Field Ambient Assisted Living.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2018

2017
Remote Respiration Rate Determination in Video Data - Vital Parameter Extraction based on Optical Flow and Principal Component Analysis.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017

Skin Temperature Measurement based on Human Skeleton Extraction and Infra-red Thermography - An Application of Sensor Fusion Methods in the Field of Physical Training.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 6: VISAPP, Porto, Portugal, February 27, 2017

Motion Error Classification for Assisted Physical Therapy - A Novel Approach using Incremental Dynamic Time Warping and Normalised Hierarchical Skeleton Joint Data.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Effective display resolution of 360 degree video footage in virtual reality.
Proceedings of the IEEE International Conference on Consumer Electronics, 2017

Motion evaluation by means of joint filtering for assisted physical therapy.
Proceedings of the 7th IEEE International Conference on Consumer Electronics - Berlin, 2017

2016
Remote Heart Rate Determination in RGB Data - An Investigation using Independent Component Analysis and Adaptive Filtering.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

Activity Recognition for Elderly Care by Evaluating Proximity to Objects and Human Skeleton Data.
Proceedings of the Pattern Recognition Applications and Methods, 2016

Activity Recognition based on High-Level Reasoning - An Experimental Study Evaluating Proximity to Objects and Pose Information.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

2015
Low complexity intercarrier interference reduction techniques for OFDM systems.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

Robust Head-shoulder Detection using Deformable Part-based Models.
Proceedings of the VISAPP 2015, 2015

A blind timing and frequency synchronization method based on the correlation characteristics of an OFDM signal.
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015

Pose Estimation and Movement Detection for Mobility Assessment of Elderly People in an Ambient Assisted Living Application.
Proceedings of the Pattern Recognition Applications and Methods, 2015

Mobility Assessment of Demented People Using Pose Estimation and Movement Detection - An Experimental Study in the Field of Ambient Assisted Living.
Proceedings of the ICPRAM 2015, 2015

Low complexity Intercarrier Interference reduction for high mobility wireless systems.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

OPDEMIVA: An integrated assistance and information system for elderly with dementia.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

An omnidirectional stereo sensor for human behavior analysis in complex indoor environments.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

2014
Performance evaluation of frequency and symbol timing offset estimation methods for DAB/DAB+ receivers under multipath fading channels.
Proceedings of the 22nd International Conference on Software, 2014

Narrowband interference estimation for OFDM based on power spectral density functions.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2014

Narrowband interference mitigation for SDR based DAB/DAB+ receivers.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2014

Automated real-time surveillance for ambient assisted living using an omnidirectional camera.
Proceedings of the IEEE International Conference on Consumer Electronics, 2014

A modified maximum likelihood method for SNR estimation in OFDM based systems.
Proceedings of the IEEE International Conference on Consumer Electronics, 2014

Object recognition for human behavior analysis.
Proceedings of the IEEE Fourth International Conference on Consumer Electronics Berlin, 2014

A blind ML-SNR estimation method for OFDM systems in dispersive fading channels.
Proceedings of the IEEE Fourth International Conference on Consumer Electronics Berlin, 2014

Trinocular Spherical Stereo Vision for Indoor Surveillance.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2014

2013
Novel methods for feature extraction based on motion history images and evaluation with regard to altering viewing angles.
Proceedings of the IEEE Third International Conference on Consumer Electronics, 2013

Cognitive approaches to increase the data rate in automotive power line communication.
Proceedings of the IEEE Third International Conference on Consumer Electronics, 2013

A fast approach for omnidirectional surveillance with multiple virtual perspective views.
Proceedings of Eurocon 2013, 2013

Methods for simulation of the wireless propagation channel for DAB/DAB+/DMB-SDR-receivers.
Proceedings of Eurocon 2013, 2013


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