Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021AI-assisted Automated Pipeline for Length Estimation, Visual Assessment of the Digestive Tract and Counting of Shrimp in Aquaculture Production
Hashisho, Yousif; Dolereit, Tim; Segelken-Voigt, Alexandra; Bochert, Ralf; Vahl, Matthias
Conference Paper
2021Lessons Learned on Conducting Dwelling Detection on VHR Satellite Imagery for the Management of Humanitarian Operations
Wickert, Lorenz; Bogen, Manfred; Richter, Marvin
Journal Article
2021An user-centred AI-based assistance system to encounter pandemics in clinical environments: A concept overview
Wiede, Christian; Seidel, Roman; Wuerich, Carolin; Haskovic, Damir; Hirtz, Gangolf; Grabmaier, Anton
Conference Paper
2020AI-based Anomaly Detection supported by Explainable AI
Wirtz, Marc Christopher
: Kohlhammer, Jörn; Unbescheiden, Matthias
Term paper
2020Beyond Identity: What Information is Stored in Biometric Face Templates?
Terhörst, Philipp; Fährmann, Daniel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Conference Paper
2020De-disguise Faces for Accurate Disguised Faces Recognition
Süßmilch, Marius
: Kuijper, Arjan (1. Review); Kohlhammer, Jörn (2. Review)
Bachelor Thesis
2020Dwelling Detection on VHR Satellite Imagery of Refugee Camps Using a Faster R-CNN
Wickert, Lorenz; Bogen, Manfred; Richter, Marvin
Conference Paper
2020Face 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
Conference Paper
2020Fraunhofer-Institut für Graphische Datenverarbeitung. Jahresbericht 2019
: Fellner, Dieter W. (Hrsg.); Welling, Daniela (Red.); Ackeren, Janine van (Red.); Bergstedt, Bettina (Red.); Krüger, Kathrin (Red.); Prasche, Svenja; Bornemann, Heidrun (Red.); Roth, Anahit (Red.)
Annual Report
2020Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition
Das, Priyanka; McGrath, Joseph; Fang, Zhaoyuan; Boyd, Aidan; Jang, Ganghee; Mohammadi, Amir; Purnapatra, Sandip; Yambay, David; Marcel, Sébastien; Trokielewicz, Mateusz; Maciejewicz, Piotr; Bowyer, Kevin W.; Czajka, Adam; Schuckers, Stephanie; Tapia, Juan; Gonzalez, Sebastian; Fang, Meiling; Damer, Naser; Boutros, Fadi; Kuijper, Arjan; Sharma, Renu; Chen, Cunjian; Ross, Arun A.
Conference Paper
2020Machine Learning in sicherheitskritischen Systemen
Schwaiger, Adrian
Conference Paper
2020Micro Stripes Analyses for Iris Presentation Attack Detection
Fang, Meiling; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Conference Paper
2020Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures. 10th International Workshop, ML-CDS 2020 and 9th International Workshop, CLIP 2020. Proceedings
: Syeda-Mahmood, Tanveer (Editor); Drechsler, Klaus; Greenspan, Hayit; Madabhushi, A.; Karargyris, A.; Oyarzun Laura, Cristina (Editor); Linguraru, M.G.; Wesarg, Stefan (Editor); Shekhar, R.; Erdt, Marius (Editor); Gonzàlez Ballester, M.A.
Conference Proceedings
2020On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Applications
Boutros, Fadi; Damer, Naser; Raja, Kiran; Ramachandra, Raghavendra; Kirchbuchner, Florian; Kuijper, Arjan
Conference Paper
2020Scene understanding and 3D imagination: A comparison between machine learning and human cognition
Schoosleitner, Michael; Ullrich, Torsten
Conference Paper
2020SSBC 2020: Sclera Segmentation Benchmarking Competition in the Mobile Environment
Vitek, M.; Das, A.; Pourcenoux, Yann; Missler, Alexandre; Paumier, C.; Das, S.; Ghosh, Ishita de; Lucio, Diego Rafael; Zanlorensi, Luiz Antonio; Boutros, Fadi; Damer, Naser; Grebe, Jonas Henry; Kuijper, Arjan; Hu, J.; He, Y.; Wang, C.; Liu, H.; Wang, Y.; Sun, Z.; Osorio-Roig, D.; Rathgeb, Christian; Busch, Christoph; Tapia, Juan; Valenzuela, Andrés; Zampoukis, Georgios; Tsochatzidis, Lazaros; Pratikakis, Ioannis; Nathan, Sabari; Suganya, Ramamoorthy; Mehta, V.; Dhall, Abhinav; Raja, Kiran; Gupta, G.; Khiarak, Jalil Nourmohammadi; Akbari-Shahper, Mohsen; Jaryani, Farhang; Asgari-Chenaghl, Meysam; Vyas, Ritesh; Dakshit, Sagnik; Peer, Peter; Pal, Umapada; Struc, Vitomir; Menotti, David
Conference Paper
2020Vibroarthrography using Convolutional Neural Networks
Kraft, Dimitri; Bieber, Gerald
Conference Paper
2020Voice perturbations under the stress overload in young individuals: Phenotyping and suboptimal health as predictors for cascading pathologies
Kunin, Anatolij; Sargheini, Nafiseh; Birkenbihl, Colin; Moiseeva, Natalia; Fröhlich, Holger; Golubnitschaja, Olga
Journal Article
2020Wrist-worn Accelerometer based Fall Detection for Embedded Systems and IoT devices using Deep Learning Algorithms
Kraft, Dimitri; Srinivasan, Karthik; Bieber, Gerald
Conference Paper
2019Combination of sensor-embedded and secure server-distributed artificial intelligence for healthcare applications
Gembaczka, Pierre; Heidemann, Burkhard; Bennertz, Bernhard; Gröting, Wolfgang; Norgall, Thomas; Seidl, Karsten
Journal Article
2019Combination of sensor-embedded and secure server-distributed artificial intelligence for healthcare applications
Gembaczka, Pierre; Heidemann, Burkhard; Bennertz, Bernhard; Gröting, Wolfgang; Norgall, Thomas; Seidl, Karsten
Journal Article
2019Detection of surface properties using image recognition techniques using deep learning algorithms
Dhanekula, Rakesh
: Urban, Bodo; Hoepfner, Florian; Haescher, Marian
Master Thesis
2019Frequency Analysis and Online Learning in Malware Detection
Huynh, Ngoc Anh
: Ng, Wee Keong (Supervisor); Kohlhammer, Jörn (Co-supervisor)
Dissertation
2019Real-time texturing for 6D object instance detection from RGB Images
Rojtberg, Pavel; Kuijper, Arjan
Conference Paper
2019Uncertainty for safe utilization of machine learning in medical imaging and clinical image-based procedures. Proceedings
: Greenspan, Hayit (Editor); Tanno, Ryutaro (Editor); Erdt, Marius (Editor); Arbel, Tal (Editor); Baumgartner, Christian (Editor); Dalca, Adrian (Editor); Sudre, Carole H. (Editor); Wells, William M. (Editor); Drechsler, Klaus (Editor); Linguraru, Marius George (Editor); Oyarzun Laura, Cristina (Editor); Shekhar, Raj (Editor); Wesarg, Stefan (Editor); González Ballester, Miguel Angel (Editor)
Conference Proceedings
2018Efficient pose selection for interactive camera calibration
Rojtberg, Pavel; Kuijper, Arjan
Conference Paper
2018OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis
: Stoyanov, Danail (Editor); Taylor, Zaike (Editor); Sarikaya, Duygu (Editor); McLeod, Jonathan (Editor); González Ballester, Miguel Angel (Editor); Codella, Noel C.F. (Editor); Martel, Anne (Editor); Maier-Hein, Lena (Editor); Malpani, Anand (Editor); Zenati, Marco A. (Editor); Ribaupierre, Sandrine de (Editor); Xiongbiao, Luo (Editor); Collins, Toby (Editor); Reichl, Tobias (Editor); Drechsler, Klaus (Editor); Erdt, Marius (Editor); Linguraru, Marius George (Editor); Oyarzun Laura, Cristina (Editor); Shekhar, Raj (Editor); Wesarg, Stefan (Editor); Celebi, M. Emre (Editor); Dana, Kristin (Editor); Halpern, Allan (Editor)
Conference Proceedings
2018Perspectives on social robots. From the historic background to an experts’ view on future developments
Korn, Oliver; Bieber, Gerald; Fron, Christian
Conference Paper
2017Efficient pose selection for interactive camera calibration
Rojtberg, Pavel; Kuijper, Arjan
Conference Paper
2016Adaptive semantics visualization
Nazemi, Kawa
Dissertation
2014Capacitive Proximity Sensing Supported Advanced Driver Assistance System
Frank, Sebastian
: Wang, Xiaofeng (Supervisor); Braun, Andreas (Supervisor)
Master Thesis
2009A generic approach to topic models
Heinrich, Gregor
Conference Paper
2009Variational Bayes for generic topic models
Heinrich, Gregor; Goesele, Michael
Conference Paper