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Journal Articles

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2024
[j3]
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Lars Wulfert, Johannes Kühnel, Lukas Krupp, Justus Viga, Christian Wiede, Pierre Gembaczka, Anton Grabmaier:
AIfES: A Next-Generation Edge AI Framework. IEEE Trans. Pattern Anal. Mach. Intell. 46(6): 4519-4533 (2024)
2023
[j2]
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Lukas Krupp, Christian Wiede, Joachim Friedhoff, Anton Grabmaier:
Explainable Remaining Tool Life Prediction for Individualized Production Using Automated Machine Learning. Sensors 23(20): 8523 (2023)
2022
[j1]
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Felix Wichum, Christian Wiede, Karsten Seidl:
Depth-Based Measurement of Respiratory Volumes: A Review. Sensors 22(24): 9680 (2022)

Conference and Workshop Papers

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2024
[c37]
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Belmin Alic, Samuel Tauber, Reinhard Viga, Christian Wiede, Karsten Seidl:
Contactless Camera-Based Detection of Oxygen Desaturation Events and ODI Estimation During Sleep in SAS Patients. BIOSTEC (1) 2024: 599-610
[c36]
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Johannes Kühnel, Timo Eißmann, Christian Wiede, Dorothea Schwung, Anton Grabmaier:
Semi-Supervised Anomaly Detection in the TinyML Domain Through Multi-Target Few-Shot Domain Adaptation. ETFA 2024: 1-8
2023
[c35]
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Carolin Wuerich, Christian Wiede, Gregor Schiele:
Cuffless Beat-to-Beat Blood Pressure Estimation from Photoplethysmogram Signals. CBMS 2023: 305-310
[c34]
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Lars Wulfert, Navidreza Asadi, Wen-Yu Chung, Christian Wiede, Anton Grabmaier:
Adaptive Decentralized Federated Gossip Learning for Resource-Constrained IoT Devices. DistributedML@CoNEXT 2023: 27-33
[c33]
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Ingo Hoyer, Oscar Berg, Lukas Krupp, Alexander Utz, Christian Wiede, Karsten Seidl:
Hardware Accelerators for a Convolutional Neural Network in Condition Monitoring of CNC Machines. SENSORS 2023: 1-4
[c32]
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Lukas Krupp, Christian Wiede, Joachim Friedhoff, Anton Grabmaier:
A Cognitive Sensor System Architecture for the Monitoring of Flexible Machining Systems. SENSORS 2023: 1-4
[c31]
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Lars Wulfert, Christian Wiede, Anton Grabmaier:
TinyFL: On-Device Training, Communication and Aggregation on a Microcontroller For Federated Learning. NEWCAS 2023: 1-5
[c30]
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Belmin Alic, Tim Zauber, Chen Zhang, Wang Liao, Alina Wildenauer, Noah Leosz, Torsten Eggert, Sarah Dietz-Terjung, Sivagurunathan Sutharsan, Gerhard Weinreich, Christoph Schöbel, Gunther Notni, Christian Wiede, Karsten Seidl:
Contactless Optical Detection of Nocturnal Respiratory Events. VISIGRAPP (4: VISAPP) 2023: 336-344
2022
[c29]
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Felix Wichum, Jacqueline Hassel, Christian Wiede, Karsten Seidl:
Contactless Measurement of Respiratory Volumes: A Calibration Free Method based on Depth Information. BIOSIGNALS 2022: 150-158
[c28]
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Christian Wiede, Carolin Wuerich, Anton Grabmaier:
A Calibration-free Blood Pressure Measurement on a Scale: Concept and Challenges. BIOSIGNALS 2022: 208-214
[c27]
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Lukas Krupp, Christian Wiede, Anton Grabmaier:
Approximate Fast Fourier Transform-based Preprocessing for Edge AI. ETFA 2022: 1-8
[c26]
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Carolin Wuerich, Eva-Maria Humm, Christian Wiede, Gregor Schiele:
A Feature-based Approach on Contact-less Blood Pressure Estimation from Video Data. EUSIPCO 2022: 1343-1347
[c25]
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Lars Wulfert, Christian Wiede, Martin H. Verbunt, Pierre Gembaczka, Anton Grabmaier:
Human Detection with A Feedforward Neural Network for Small Microcontrollers. ICFSP 2022: 14-22
[c24]
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Johannes Kühnel, Christian Wiede, Burkhard Heidemann, Anton Grabmaier:
Real-Time Condition Monitoring of Filling Machines with Vibration Analysis and Edge AI. ICFSP 2022: 173-178
2021
[c23]
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Iago Oliveira, Dennis Latoschewski, Christian Wiede, Martin Oettmeier, David Graurock, Dorothea Kolossa:
Embedded acoustic fault monitoring for water pumps. ICECS 2021: 1-4
[c22]
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Carolin Wuerich, Felix Wichum, Christian Wiede, Anton Grabmaier:
Contactless Optical Respiration Rate Measurement for a Fast Triage of SARS-CoV-2 Patients in Hospitals. IMPROVE 2021: 29-35
[c21]
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  - conf/photoptics/ChenGWK21
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Gongbo Chen, Pierre Gembaczka, Christian Wiede, Rainer Kokozinski:
Feature Extraction and Neural Network-based Analysis on Time-correlated LiDAR Histograms. PHOTOPTICS 2021: 17-22
[c20]
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Gongbo Chen, Giray Atabey Kirtiz, Christian Wiede, Rainer Kokozinski:
Implementation and Evaluation of a Neural Network-Based LiDAR Histogram Processing Method on FPGA. SoCC 2021: 1-6
[c19]
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Christian Wiede, Roman Seidel, Carolin Wuerich, Damir Haskovic, Gangolf Hirtz, Anton Grabmaier:
An User-centred AI-based Assistance System to Encounter Pandemics in Clinical Environments: A Concept Overview. VISIGRAPP (4: VISAPP) 2021: 693-700
2020
[c18]
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Lukas Krupp, Andreas Hennig, Christian Wiede, Anton Grabmaier:
A Hybrid Framework for Bearing Fault Diagnosis using Physics-guided Neural Networks. ICECS 2020: 1-2
[c17]
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Lars Lehmann, Christian Wiede, Gangolf Hirtz:
Individual Avatar Skeletal based Animation Feedback for Assisted Motion Control. VISIGRAPP (4: VISAPP) 2020: 206-213
2019
[c16]
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Tobias Scheck, Adarsh Mallandur, Christian Wiede, Gangolf Hirtz:
Where to drive: free space detection with one fisheye camera. ICMV 2019: 114332V
[c15]
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  - conf/visapp/RichterWHH19
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Julia Richter, Christian Wiede, Ulrich Heinkel, Gangolf Hirtz:
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. VISIGRAPP (4: VISAPP) 2019: 497-504
[c14]
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Christian Wiede, Julia Richter, Gangolf Hirtz:
Contact-less Vital Parameter Determination: An e-Health Solution for Elderly Care. VISIGRAPP (5: VISAPP) 2019: 908-915
2018
[c13]
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Christian Wiede, Julia Richter, Gangolf Hirtz:
Contact-Less, Optical Heart Rate Determination in the Field Ambient Assisted Living. VISIGRAPP (Revised Selected Papers) 2018: 350-368
[c12]
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Julia Richter, Christian Wiede, Gangolf Hirtz:
An Approach for Skeleton Fitting in Long-Wavelength Infrared Images - First Results for a Robust Head Localisation using Probability Masks. VISIGRAPP (5: VISAPP) 2018: 373-379
[c11]
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Christian Wiede, Jingting Sun, Julia Richter, Gangolf Hirtz:
Robust Remote Heart Rate Determination for E-Rehabilitation - A Method that Overcomes Motion and Intensity Artefacts. VISIGRAPP (4: VISAPP) 2018: 491-500
2017
[c10]
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Julia Richter, Christian Wiede, Lars Lehmann, Gangolf Hirtz:
Motion evaluation by means of joint filtering for assisted physical therapy. ICCE-Berlin 2017: 10-14
[c9]
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Julia Richter, Christian Wiede, Bharat Shinde, Gangolf Hirtz:
Motion Error Classification for Assisted Physical Therapy - A Novel Approach using Incremental Dynamic Time Warping and Normalised Hierarchical Skeleton Joint Data. ICPRAM 2017: 281-288
[c8]
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Julia Richter, Christian Wiede, Sascha Kaden, Martin Weigert, Gangolf Hirtz:
Skin Temperature Measurement based on Human Skeleton Extraction and Infra-red Thermography - An Application of Sensor Fusion Methods in the Field of Physical Training. VISIGRAPP (6: VISAPP) 2017: 59-66
[c7]
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Christian Wiede, Julia Richter, Manu Manuel, Gangolf Hirtz:
Remote Respiration Rate Determination in Video Data - Vital Parameter Extraction based on Optical Flow and Principal Component Analysis. VISIGRAPP (4: VISAPP) 2017: 326-333
2016
[c6]
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Julia Richter, Christian Wiede, Enes Dayangac, Ahsan Shahenshah, Gangolf Hirtz:
Activity Recognition for Elderly Care by Evaluating Proximity to Objects and Human Skeleton Data. ICPRAM (Revised Selected Papers) 2016: 139-155
[c5]
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Christian Wiede, Julia Richter, André Apitzsch, Fajer KhairAldin, Gangolf Hirtz:
Remote Heart Rate Determination in RGB Data - An Investigation using Independent Component Analysis and Adaptive Filtering. ICPRAM 2016: 240-246
[c4]
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Julia Richter, Christian Wiede, Enes Dayangac, Markus Heß, Gangolf Hirtz:
Activity Recognition based on High-Level Reasoning - An Experimental Study Evaluating Proximity to Objects and Pose Information. ICPRAM 2016: 415-422
2015
[c3]
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Julia Richter, Christian Wiede, Gangolf Hirtz:
Mobility Assessment of Demented People Using Pose Estimation and Movement Detection - An Experimental Study in the Field of Ambient Assisted Living. ICPRAM (2) 2015: 22-29
[c2]
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Julia Richter, Christian Wiede, Gangolf Hirtz:
Pose Estimation and Movement Detection for Mobility Assessment of Elderly People in an Ambient Assisted Living Application. ICPRAM (Selected Papers) 2015: 172-184
[c1]
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Enes Dayangac, Christian Wiede, Julia Richter, Gangolf Hirtz:
Robust Head-shoulder Detection using Deformable Part-based Models. VISAPP (2) 2015: 236-243

Informal and Other Publications

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2020
[i1]
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Tobias Scheck, Adarsh Mallandur, Christian Wiede, Gangolf Hirtz:
Where to drive: free space detection with one fisheye camera. CoRR abs/2011.05822 (2020)

Coauthor Index

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