Florian Kirchbuchner

Florian Kirchbuchner leitet die Abteilung Smart Living & Biometrische Technologien am Fraunhofer-Institut für Graphische Datenverarbeitung IGD in Darmstadt. Die Schwerpunkte der Abteilung sind:

  • IoT-basierte Assistenzsysteme für smarte Lebenswelten,
  • Dynamische Sensorsysteme, intelligente Plattformen und innovative Interaktionsmöglichkeiten
  • Biometrische Systeme und Cybersicherheit

Florian Kirchbuchner ist ausgebildeter Informations- und Telekommunikationssystem-Elektroniker und war von 2001 bis 2009 in seiner Dienstzeit bei der Bundeswehr im Bereich IT und Fernmeldewesen tätig. Anschließend studierte er Informatik mit Anwendungsfach Psychologie an der Technischen Universität Darmstadt. Sein Studium schloss er 2014 als Master of Science ab und ist seitdem Mitarbeiter am Fraunhofer IGD. Herr Kirchbuchner war Teilnehmer des Software Campus, eines Führungskräfteprogramms des Bundesministeriums für Bildung und Forschung (BMBF). Seit 2018 ist er Leiter der Abteilung für Smart Living & Biometrische Technologien.

Zudem war Herr Kirchbuchner von 2019 bis 2022 Sprecher der Fraunhofer-Allianz Ambient Assisted Living AAL, einem interdisziplinären Zusammenschluss von zehn Instituten der Fraunhofer-Gesellschaft zur Erforschung, Entwicklung und Bewertung von Technologien und Dienstleistungen für die Pflege und häusliche Versorgung, Prävention, Therapie und Rehabilitation.

Florian Kirchbuchner ist (Co-)Autor zahlreicher wissenschaftlicher Publikationen in Journalen, Fachbüchern und Konferenzbeiträgen. Als Principal Investigator am Nationalen Forschungszentrum für angewandte Cybersicherheit ATHENE beschäftigt er sich mit Fragestellungen der Sicherheit, der Zuverlässigkeit und dem Datenschutz von Algorithmen in biometrischen Anwendungen.

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2022 Masked Face Recognition: Human versus Machine
Damer, Naser; Boutros, Fadi; Süßmilch, Marius; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 Double Deep Q-Learning with Prioritized Experience Replay for Anomaly Detection in Smart Environments
Fährmann, Daniel; Jorek, Nils; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 A Comprehensive Study on Face Recognition Biases Beyond Demographics
Terhörst, Philipp; Kolf, Jan Niklas; Huber, Marco; Kirchbuchner, Florian; Damer, Naser; Morales, Aythami; Fierrez, Julian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 ElasticFace: Elastic Margin Loss for Deep Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Paper
2022 The Overlapping Effect and Fusion Protocols of Data Augmentation Techniques in Iris PAD
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 Real Masks and Spoof Faces: On the Masked Face Presentation Attack Detection
Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 PocketNet: Extreme Lightweight Face Recognition Network Using Neural Architecture Search and Multistep Knowledge Distillation
Boutros, Fadi; Siebke, Patrick; Klemt, Marcel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 Lightweight Long Short-Term Memory Variational Auto-Encoder for Multivariate Time Series Anomaly Detection in Industrial Control Systems
Fährmann, Daniel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 Template-Driven Knowledge Distillation for Compact and Accurate Periocular Biometrics Deep-Learning Models
Boutros, Fadi; Damer, Naser; Raja, Kiran; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2022 Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection
Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2022 Self-restrained Triplet Loss for Accurate Masked Face Recognition
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2021 Mask-invariant Face Recognition through Template-level Knowledge Distillation
Huber, Marco; Boutros, Fadi; Kirchbuchner, Florian; Damer, Naser
Konferenzbeitrag
Conference Paper
2021 MixFaceNets: Extremely Efficient Face Recognition Networks
Boutros, Fadi; Damer, Naser; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2021 On Soft-Biometric Information Stored in Biometric Face Embeddings
Terhörst, Philipp; Fährmann, Daniel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2021 Linoc: A Prototyping Platform for Capacitive and Passive Electrical Field Sensing
Wilmsdorff, Julian von; Lenhart, Malte; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2021 Cross-database and Cross-attack Iris Presentation Attack Detection Using Micro Stripes Analyses
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2021 MAAD-Face: A Massively Annotated Attribute Dataset for Face Images
Terhörst, Philipp; Fährmann, Daniel; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2021 Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2021 ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation
Damer, Naser; Raja, Kiran; Süßmilch, Marius; Venkatesh, Sushma; Boutros, Fadi; Fang, Meiling; Kirchbuchner, Florian; Ramachandra, Raghavendra; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2021 Generalization of Fitness Exercise Recognition from Doppler Measurements by Domain-Adaption and Few-Shot Learning
Fu, Biying; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2021 MFR 2021: Masked Face Recognition Competition
Boutros, Fadi; Damer, Naser; Kolf, Jan Niklas; Raja, Kiran; Kirchbuchner, Florian; Ramachandra, Raghavendra; Kuijper, Arjan; Fang, Pengcheng; Zhang, Chao; Wang, Fei; Montero, David; Aginako, Naiara; Sierra, Basilio; Nieto, Marcos; Erakin, Mustafa Ekrem; Demir, Ugur; Ekenel, Hazim Kemal; Kataoka, Asaki; Ichikawa, Kohei; Kubo, Shizuma; Zhang, Jie; He, Mingjie; Han, Dan; Shan, Shiguang; Grm, Klemen; Struc, Vitomir; Seneviratne, Sachith; Kasthuriarachchi, Nuran; Rasnayaka, Sanka; Neto, Pedro C.; Sequeira, Ana F.; Pinto, Joao Ribeiro; Saffari, Mohsen; Cardoso, Jaime S.
Konferenzbeitrag
Conference Paper
2021 The Effect of Wearing a Face Mask on Face Image Quality
Fu, Biying; Kirchbuchner, Florian; Damer, Naser
Konferenzbeitrag
Conference Paper
2021 MiDeCon: Unsupervised and Accurate Fingerprint and Minutia Quality Assessment based on Minutia Detection Confidence
Terhörst, Philipp; Boller, André; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2021 Extended Evaluation of the Effect of Real and Simulated Masks on Face Recognition Performance
Damer, Naser; Boutros, Fadi; Süßmilch, Marius; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2021 PW-MAD: Pixel-Wise Supervision for Generalized Face Morphing Attack Detection
Damer, Naser; Spiller, Noémie Catherine Hélène; Fang, Meiling; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Iris and Periocular Biometrics for Head Mounted Displays. Segmentation, Recognition, and Synthetic Data Generation
Boutros, Fadi; Damer, Naser; Raja, Kiran; Ramachandra, Raghavendra; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2020 PE-MIU: A Training-Free Privacy-Enhancing Face Recognition Approach Based on Minimum Information Units
Terhörst, Philipp; Riehl, Kevin; Damer, Naser; Rot, Peter; Bortolato, Blaz; Kirchbuchner, Florian; Struc, Vitomir; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2020 Fusing Iris and Periocular Region for User Verification in Head Mounted Displays
Boutros, Fadi; Damer, Naser; Raja, Kiran; Ramachandra, Raghavendra; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 The Effect of Wearing a Mask on Face Recognition Performance. An Exploratory Study
Damer, Naser; Grebe, Jonas Henry; Chen, Cong; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Applications
Boutros, Fadi; Damer, Naser; Raja, Kiran; Ramachandra, Raghavendra; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Unconstrained workout activity recognition on unmodified commercial off-the-shelf smartphones
Fu, Biying; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Designing smart home controls for elderly
Rus, Silvia; Helfmann, Stefan; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Evaluation of the Recognition Accuracy of Commercial Off-the-shelf Face Identification Systems for Use in Forensics
Henniger, Olaf; Fu, Biying
Bericht
Report
2020 Beyond Identity: What Information is Stored in Biometric Face Templates?
Terhörst, Philipp; Fährmann, Daniel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Micro Stripes Analyses for Iris Presentation Attack Detection
Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Post-comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization
Terhörst, Philipp; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2020 ExerTrack - Towards Smart Surfaces to Track Exercises
Fu, Biying; Jarms, Lennart; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2020 SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness
Terhörst, Philipp; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Data augmentation for time series: Traditional vs generative models on capacitive proximity time series
Fu, Biying; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Comparison-Level Mitigation of Ethnic Bias in Face Recognition
Terhörst, Philipp; Tran, Mai Ly; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Face Presentation Attack Detection in Ultraviolet Spectrum via Local and Global Features
Siegmund, Dirk; Kerckhoff, Florian; Yeste Magdaleno, Javier; Jansen, Nils; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Face Quality Estimation and its Correlation to Demographic and Non-Demographic Bias in Face Recognition
Terhörst, Philipp; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Compact Models for Periocular Verification Through Knowledge Distillation
Boutros, Fadi; Damer, Naser; Fang, Meiling; Raja, Kiran; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Demographic Bias in Presentation Attack Detection of Iris Recognition Systems
Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Periocular Biometrics in Head-Mounted Displays: A Sample Selection Approach for Better Recognition
Boutros, Fadi; Damer, Naser; Raja, Kiran; Ramachandra, Raghavendra; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Performing Realistic Workout Activity Recognition on Consumer Smartphones
Fu, Biying; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2020 Deep Learning Multi-layer Fusion for an Accurate Iris Presentation Attack Detection
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Privacy Evaluation Protocols for the Evaluation of Soft-Biometric Privacy-Enhancing Technologies
Terhörst, Philipp; Huber, Marco; Damer, Naser; Rot, Peter; Kirchbuchner, Florian; Struc, Vitomir; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2020 Sensing Technology for Human Activity Recognition: A Comprehensive Survey
Fu, Biying; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2019 E-Textile Capacitive Electrodes: Fabric or Thread
Rus, Silvia; Braun, Andreas; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2019 Assessing Users' Privacy and Security Concerns of Smart Home Technologies
Zimmermann, Verena; Gerber, Paul; Marky, Karola; Böck, Leon; Kirchbuchner, Florian
Zeitschriftenaufsatz
Journal Article
2019 On the Detection of GAN-Based Face Morphs Using Established Morph Detectors
Debiasi, Luca; Damer, Naser; Moseguí Saladié, Alexandra; Rathgeb, Christian; Scherhag, Ulrich; Busch, Christoph; Kirchbuchner, Florian; Uhl, Andreas
Konferenzbeitrag
Conference Paper
2019 Eye-MMS: Miniature Multi-Scale Segmentation Network of Key Eye-Regions in Embedded Applications
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2019 Exploring the Channels of Multiple Color Spaces for Age and Gender Estimation from Face Images
Boutros, Fadi; Damer, Naser; Terhörst, Philipp; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2019 A Multi-detector Solution Towards an Accurate and Generalized Detection of Face Morphing Attacks
Damer, Naser; Zienert, Steffen; Wainakh, Yaza; Moseguí Saladié, Alexandra; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2019 To Detect or not to Detect: The Right Faces to Morph
Damer, Naser; Saladie, Alexandra Moseguí; Zienert, Steffen; Wainakh, Yaza; Kirchbuchner, Florian; Kuijper, Arjan; Terhörst, Philipp
Konferenzbeitrag
Conference Paper
2019 Performing indoor localization with electric potential sensing
Fu, Biying; Kirchbuchner, Florian; Wilmsdorff, Julian von; Große-Puppendahl, Tobias; Braun, Andreas; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2019 Multi-algorithmic Fusion for Reliable Age and Gender Estimation from Face Images
Terhörst, Philipp; Huber, Marco; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2019 Designing a Self-Aware Jacket
Rus, Silvia; Braun, Andreas; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2019 Unsupervised Privacy-enhancement of Face Representations Using Similarity-sensitive Noise Transformations
Terhörst, Philipp; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2019 Reliable Age and Gender Estimation from Face Images: Stating the Confidence of Model Predictions
Terhörst, Philipp; Huber, Marco; Kolf, Jan Niklas; Zelch, Ines; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2019 An experimental overview on electric field sensing
Wilmsdorff, Julian von; Kirchbuchner, Florian; Fu, Biying; Braun, Andreas; Kuijper, Arjan
Zeitschriftenaufsatz
Journal Article
2019 Realistic Dreams: Cascaded Enhancement of GAN-generated Imageswith an Example in Face Morphing Attacks
Damer, Naser; Boutros, Fadi; Saladie, Alexandra Moseguí; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2019 Suppressing Gender and Age in Face Templates Using Incremental Variable Elimination
Terhörst, Philipp; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2019 D-ID-Net: Two-Stage Domain and Identity Learning for Identity-Preserving Image Generation from Semantic Segmentation
Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2019 On the Generalization of Detecting Face Morphing Attacks as Anomalies: Novelty vs. Outlier Detection
Damer, Naser; Grebe, Jonas Henry; Zienert, Steffen; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2019 Piggybacking Detection Based on Coupled Body-Feet Recognition at Entrance Control
Siegmund, Dirk; Tran, Vinh Phuc; Wilmsdorff, Julian von; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2018 Prototyping shape-sensing fabrics through physical simulation
Rus, Silvia; Hammacher, Felix; Wilmsdorff, Julian von; Braun, Andreas; Große-Puppendahl, Tobias; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2018 CapBed - preventive assistance system for the bed area based on capacitive sensing
Ivanov, Ivelin
Master Thesis
2018 Step by step: Early detection of diseases using an intelligent floor
Scherf, Lisa; Kirchbuchner, Florian; Wilmsdorff, Julian von; Fu, Biying; Braun, Andreas; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2018 SurfaceVox - Exploring Sound Control for Gesture-Tracking Interactive Surfaces
Braun, Andreas; Majewski, Martin; Loge, Joachim; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2018 Fitness activity recognition on smartphones using doppler measurements
Fu, Biying; Kirchbuchner, Florian; Kuijper, Arjan; Braun, Andreas; Gangatharan, Dinesh Vaithyalingam
Zeitschriftenaufsatz
Journal Article
2018 Surface acoustic arrays to analyze human activities in smart environments
Fu, Biying; Mettel, Matthias Ruben; Kirchbuchner, Florian; Braun, Andreas; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2018 Eliminating the ground reference for wireless electric field sensing
Wilmsdorff, Julian von; Kirchbuchner, Florian; Braun, Andreas; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2018 An integrated deep neural network for defect detection in dynamic textile textures
Siegmund, Dirk; Prajapati, Ashok; Kirchbuchner, Florian; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2017 Indoor localization based on passive electric field sensing
Fu, Biying; Kirchbuchner, Florian; Wilmsdorff, Julian von; Große-Puppendahl, Tobias; Braun, Andreas; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2017 Exercise monitoring on consumer smart phones using ultrasonic sensing
Fu, Biying; Gangatharan, Dinesh Vaithyalingam; Kuijper, Arjan; Kirchbuchner, Florian; Braun, Andreas
Konferenzbeitrag
Conference Paper
2017 An exploratory study on electric field sensing
Wilmsdorff, Julian von; Kirchbuchner, Florian; Fu, Biying; Braun, Andreas; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2017 New approaches for localization and activity sensing in smart environments
Kirchbuchner, Florian; Fu, Biying; Braun, Andreas; Wilmsdorff, Julian von
Konferenzbeitrag
Conference Paper
2017 Human behavior analysis and prediction Based on a smart floor
Scherf, Lisa Katharina
Bachelor Thesis
2016 Ambient Assisted Living
Braun, Andreas; Kirchbuchner, Florian; Wichert, Reiner
Aufsatz in Buch
Book Article
2016 Barrierefreies Lagersystem zur Unterstützung von Menschen mit eingeschränkter visueller Wahrnehmungsfähigkeit
Kutlucan, Osman
Master Thesis
2015 Erkennung von Aufstehsituationen mit multimodaler Sensorik
Pavlov, Alexander
Master Thesis
2015 Ambient Intelligence from Senior Citizens' Perspectives: Understanding Privacy Concerns, Technology Acceptance, and Expectations
Kirchbuchner, Florian; Große-Puppendahl, Tobias; Hastall, Matthias R.; Distler, Martin; Kuijper, Arjan
Konferenzbeitrag
Conference Paper
2014 User Tracking and Behavior Recognition Based on a Capacitive Indoor Localization System
Kirchbuchner, Florian
Master Thesis
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica

This list has been generated from the publication platform Fraunhofer-Publica