Mobility Assessment of Demented People Using Pose Estimation and Movement Detection - An Experimental Study in the Field of Ambient Assisted Living. - Julia Richter; Christian Wiede; Gangolf Hirtz (ICPRAM (2), 2015)

Pose Estimation and Movement Detection for Mobility Assessment of Elderly People in an Ambient Assisted Living Application. - Julia Richter; Christian Wiede; Gangolf Hirtz (ICPRAM (Selected Papers), 2015)

Robust Head-shoulder Detection using Deformable Part-based Models. - Enes Dayangac; Christian Wiede; Julia Richter; Gangolf Hirtz (VISAPP (2), 2015)

Activity Recognition based on High-Level Reasoning - An Experimental Study Evaluating Proximity to Objects and Pose Information. - Julia Richter; Christian Wiede; Enes Dayangac; Markus Heß; Gangolf Hirtz (ICPRAM, 2016)

Activity Recognition for Elderly Care by Evaluating Proximity to Objects and Human Skeleton Data. - Julia Richter; Christian Wiede; Enes Dayangac; Ahsan Shahenshah; Gangolf Hirtz (ICPRAM (Revised Selected Papers), 2016)

Remote Heart Rate Determination in RGB Data - An Investigation using Independent Component Analysis and Adaptive Filtering. - Christian Wiede; Julia Richter; André Apitzsch; Fajer KhairAldin; Gangolf Hirtz (ICPRAM, 2016)

Motion evaluation by means of joint filtering for assisted physical therapy. - Julia Richter; Christian Wiede; Lars Lehmann; Gangolf Hirtz (ICCE-Berlin, 2017)

Motion Error Classification for Assisted Physical Therapy - A Novel Approach using Incremental Dynamic Time Warping and Normalised Hierarchical Skeleton Joint Data. - Julia Richter; Christian Wiede; Bharat Shinde; Gangolf Hirtz (ICPRAM, 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. - Julia Richter; Christian Wiede; Sascha Kaden; Martin Weigert; Gangolf Hirtz (VISIGRAPP (6: VISAPP), 2017)

Remote Respiration Rate Determination in Video Data - Vital Parameter Extraction based on Optical Flow and Principal Component Analysis. - Christian Wiede; Julia Richter; Manu Manuel; Gangolf Hirtz (VISIGRAPP (4: VISAPP), 2017)

Contact-Less, Optical Heart Rate Determination in the Field Ambient Assisted Living. - Christian Wiede; Julia Richter; Gangolf Hirtz (VISIGRAPP (Revised Selected Papers), 2018)

An Approach for Skeleton Fitting in Long-Wavelength Infrared Images - First Results for a Robust Head Localisation using Probability Masks. - Julia Richter; Christian Wiede; Gangolf Hirtz (VISIGRAPP (5: VISAPP), 2018)

Robust Remote Heart Rate Determination for E-Rehabilitation - A Method that Overcomes Motion and Intensity Artefacts. - Christian Wiede; Jingting Sun; Julia Richter; Gangolf Hirtz (VISIGRAPP (4: VISAPP), 2018)

Where to drive: free space detection with one fisheye camera. - Tobias Scheck; Adarsh Mallandur; Christian Wiede; Gangolf Hirtz (ICMV, 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. - Julia Richter; Christian Wiede; Ulrich Heinkel; Gangolf Hirtz (VISIGRAPP (4: VISAPP), 2019)

Contact-less Vital Parameter Determination: An e-Health Solution for Elderly Care. - Christian Wiede; Julia Richter; Gangolf Hirtz (VISIGRAPP (5: VISAPP), 2019)

A Hybrid Framework for Bearing Fault Diagnosis using Physics-guided Neural Networks. - Lukas Krupp; Andreas Hennig; Christian Wiede; Anton Grabmaier (ICECS, 2020)

Individual Avatar Skeletal based Animation Feedback for Assisted Motion Control. - Lars Lehmann; Christian Wiede; Gangolf Hirtz (VISIGRAPP (4: VISAPP), 2020)

Embedded acoustic fault monitoring for water pumps. - Iago Oliveira; Dennis Latoschewski; Christian Wiede; Martin Oettmeier; David Graurock; Dorothea Kolossa (ICECS, 2021)

Contactless Optical Respiration Rate Measurement for a Fast Triage of SARS-CoV-2 Patients in Hospitals. - Carolin Wuerich; Felix Wichum; Christian Wiede; Anton Grabmaier (IMPROVE, 2021)

Feature Extraction and Neural Network-based Analysis on Time-correlated LiDAR Histograms. - Gongbo Chen; Pierre Gembaczka; Christian Wiede; Rainer Kokozinski (PHOTOPTICS, 2021)

Implementation and Evaluation of a Neural Network-Based LiDAR Histogram Processing Method on FPGA. - Gongbo Chen; Giray Atabey Kirtiz; Christian Wiede; Rainer Kokozinski (SoCC, 2021)

An User-centred AI-based Assistance System to Encounter Pandemics in Clinical Environments: A Concept Overview. - Christian Wiede; Roman Seidel; Carolin Wuerich; Damir Haskovic; Gangolf Hirtz; Anton Grabmaier (VISIGRAPP (4: VISAPP), 2021)

Contactless Measurement of Respiratory Volumes: A Calibration Free Method based on Depth Information. - Felix Wichum; Jacqueline Hassel; Christian Wiede; Karsten Seidl (BIOSIGNALS, 2022)

A Calibration-free Blood Pressure Measurement on a Scale: Concept and Challenges. - Christian Wiede; Carolin Wuerich; Anton Grabmaier (BIOSIGNALS, 2022)

Approximate Fast Fourier Transform-based Preprocessing for Edge AI. - Lukas Krupp; Christian Wiede; Anton Grabmaier (ETFA, 2022)

A Feature-based Approach on Contact-less Blood Pressure Estimation from Video Data. - Carolin Wuerich; Eva-Maria Humm; Christian Wiede; Gregor Schiele (EUSIPCO, 2022)

Real-Time Condition Monitoring of Filling Machines with Vibration Analysis and Edge AI. - Johannes Kühnel; Christian Wiede; Burkhard Heidemann; Anton Grabmaier (ICFSP, 2022)

Human Detection with A Feedforward Neural Network for Small Microcontrollers. - Lars Wulfert; Christian Wiede; Martin H. Verbunt; Pierre Gembaczka; Anton Grabmaier (ICFSP, 2022)

Depth-Based Measurement of Respiratory Volumes: A Review. - Felix Wichum; Christian Wiede; Karsten Seidl (Sensors, 2022)

Cuffless Beat-to-Beat Blood Pressure Estimation from Photoplethysmogram Signals. - Carolin Wuerich; Christian Wiede; Gregor Schiele (CBMS, 2023)

Adaptive Decentralized Federated Gossip Learning for Resource-Constrained IoT Devices. - Lars Wulfert; Navidreza Asadi; Wen-Yu Chung; Christian Wiede; Anton Grabmaier (DistributedML@CoNEXT, 2023)

Hardware Accelerators for a Convolutional Neural Network in Condition Monitoring of CNC Machines. - Ingo Hoyer; Oscar Berg; Lukas Krupp; Alexander Utz; Christian Wiede; Karsten Seidl (SENSORS, 2023)

A Cognitive Sensor System Architecture for the Monitoring of Flexible Machining Systems. - Lukas Krupp; Christian Wiede; Joachim Friedhoff; Anton Grabmaier (SENSORS, 2023)

TinyFL: On-Device Training, Communication and Aggregation on a Microcontroller For Federated Learning. - Lars Wulfert; Christian Wiede; Anton Grabmaier (NEWCAS, 2023)

Contactless Optical Detection of Nocturnal Respiratory Events. - 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; et al. (VISIGRAPP (4: VISAPP), 2023)

Explainable Remaining Tool Life Prediction for Individualized Production Using Automated Machine Learning. - Lukas Krupp; Christian Wiede; Joachim Friedhoff; Anton Grabmaier (Sensors, 2023)

Contactless Camera-Based Detection of Oxygen Desaturation Events and ODI Estimation During Sleep in SAS Patients. - Belmin Alic; Samuel Tauber; Reinhard Viga; Christian Wiede; Karsten Seidl (BIOSTEC (1), 2024)

Semi-Supervised Anomaly Detection in the TinyML Domain Through Multi-Target Few-Shot Domain Adaptation. - Johannes Kühnel; Timo Eißmann; Christian Wiede; Dorothea Schwung; Anton Grabmaier (ETFA, 2024)

AIfES: A Next-Generation Edge AI Framework. - Lars Wulfert; Johannes Kühnel; Lukas Krupp; Justus Viga; Christian Wiede; Pierre Gembaczka; Anton Grabmaier (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Towards Detection of Perfusion Disorders Using Remote Photoplethysmography. - Samuel Tauber; Christian Wiede; Karsten Seidl (CBMS, 2025)

Analysis of the Pulse Transit Time Estimation of a Dual-PPG Setup. - Niko Strotmann; Leon Voß; Yassmina Atanjaoui; Christian Wiede; Karsten Seidl (MeMeA, 2025)

Feature-Based Detection and Classification of Sleep Apnea and Hypopnea Using Multispectral Imaging. - Belmin Alic; Christian Wiede; Reinhard Viga; Karsten Seidl (IEEE J. Biomed. Health Informatics, 2025)