Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Adaptive Transfer Learning to Enhance Domain Transfer in Brain Tumor Segmentation
Liqiang, Yuan; Erdt, Marius; Lipo, Wang
Conference Paper
2021Anomaly Detection and Segmentation Based on Defect Repaired Image Resynthesis
Dai, Wenting; Erdt, Marius; Sourin, Alexei
Conference Paper
2021A Compact and Interpretable Convolutional Neural Network for cross-subject Driver Drowsiness Detection from single-channel EEG
Cui, Jian; Lan, Zirui; Liu, Yisi; Li, Ruilin; Li, F.; Sourina, Olga; Müller-Wittig, Wolfgang K.
Journal Article
2021Data-based process development and control in multi-material jetting technology
Weingarten, Steven; Scheithauer, Uwe; Michaelis, Alexander; Lang, Valentin; Johne, Robert
Journal Article
2021Detection and Segmentation of Image Anomalies Based on Unsupervised Defect Reparation
Dai, Wenting; Erdt, Marius; Sourin, Alexei
Journal Article
2021A GAN-based Approach toward Architectural Line Drawing Colorization Prototyping
Sun, Qian; Chen, Yan; Tao, Wenyuan; Jiang, Han; Zhang, Mu; Chen, Kan; Erdt, Marius
Journal Article
2021High-performance Adaptive Texture Streaming and Rendering of Large 3D Cities
Zhang, Alex; Chen, Kan; Johan, Henry; Erdt, Marius
Journal Article
2021Human Factors Evaluation in VR-based Shunting Training
Tschoerner, Benedikt; Li, Fan; Lan, Zirui; Liu, Yisi; Lim, Wei Lun; Cui, Jian; Wong, Yu Lian; Kho, Kevin; Lee, Vincent; Sourina, Olga; Müller-Wittig, Wolfgang K.
Journal Article
2021International Conference on Cyberworlds, CW 2021. Proceedings
: Sourin, Alexei (Editor); Rosenberger, Christophe (Editor); Sourina, Olga (Editor)
Conference Proceedings
2021Medical Image Segmentation in Oral-maxillofacial Surgery
Li, Jianning; Erdt, Marius; Janoos, Firdaus; Chang, Ti-chiun; Egger, Jan
Book Article
2021Node2LV: Squared Lorentzian representations for node proximity
Feng, S.; Chen, L.; Zhao, K.; Wei, W.; Li, F.; Shang, S.
Conference Paper
2021Prospective on Eye-Tracking-based Studies in Immersive Virtual Reality
Li, F.; Lee, C.-H.; Feng, S.; Trappey, A.; Gilani, F.
Conference Paper
2021Self-supervised pairing image clustering for automated quality control
Dai, W.; Erdt, M.; Sourin, A.
Journal Article
2021Subject Matching for Cross-Subject EEG-based Recognition of Driver States Related to Situation Awareness
Li, Ruilin; Wang, Lipo; Sourina, Olga
Journal Article
2021Subject-Independent Drowsiness Recognition from Single-Channel EEG with an Interpretable CNN-LSTM model
Cui, Jian; Lan, Zirui; Zheng, Tianhu; Liu, Yisi; Sourina, Olga; Wang, Lipo; Müller-Wittig, Wolfgang K.
Conference Paper
2021Transient Heat Transfer Analysis of Phase Change Material Melting in Metal Foam by Experimental Study and Artificial Neural Network
Duan, Juan; Li, Fan
Journal Article
2021VR-based Training on Handling LNG Related Emergency in the Maritime Industry
Liu, Yisi; Lan, Zirui; Tschoerner, Benedikt; Virdi, Satinder Singh; Li, Fan; Cui, Jian; Sourina, Olga; Zhang, Daniel; Müller-Wittig, Wolfgang K.
Conference Paper
2020Appearance-driven conversion of polygon soup building models with level of detail control for 3D geospatial applications
Chen, K.; Johan, H.; Erdt, M.
Journal Article
2020ArchGANs: Stylized Colorization Prototyping for Architectural Line Drawing
Tao, Wenyuan; Jiang, Han; Sun, Qian; Zhang, Mu; Chen, Kan; Erdt, Marius
Conference Paper
2020Autoencoder-Enabled Potential Buyer Identification and Purchase Intention Model of Vacation Homes
Li, Fan; Katsumata, Sotaro; Lee, Ching-Hung; Ye, Qiongwei; Dahana, Wirawan Dony; Tu, RungTing; Li, Xi
Journal Article
2020Causal Factors and Symptoms of Task-Related Human Fatigue in Vessel Traffic Service: A Task-Driven Approach
Li, Fan; Chen, Chun-Hsien; Xu, Gangyan; Chang, Danni; Khoo, Li Pheng
Journal Article
2020Context-aware patch-based method for façade inpainting
Kottler, Benedikt; Bulatov, Dimitri; Xingzi, Zhang
Conference Paper
2020Data-driven, Context-aware Human Fatigue Management in Traffic Control Centers
Li, Fan
: Chen, Chun-Hsien; Khoo, Li Pheng
Dissertation
2020EEG-based Recognition of Driver State Related to Situation Awareness Using Graph Convolutional Networks
Li, Ruilin; Lan, Zirui; Cui, Jian; Sourina, Olga; Wang, Lipo
Conference Paper
2020Evaluation of humanoid robot design based on global eye-tracking metrics
Li, Fan; Chang, Danni; Liu, Yisi; Cui, Jian; Feng, Shanshan; Huang, Ning; Chen, Chun-Hsien; Sourina, Olga
Conference Paper
2020An Explorative Context-aware Machine Learning Approach to Reducing Human Fatigue Risk of Traffic Control Operators
Li, Fan; Chen, Chun-Hsien; Zheng, Pai; Feng, Shanshan; Xu, Gangyan; Khoo, Li Pheng
Journal Article
2020High Performance Texture Streaming and Rendering of Large Textured 3D Cities
Zhang, Alex; Chen, Kan; Johan, Henry; Erdt, Marius
Conference Paper
2020HME: A Hyperbolic Metric Embedding Approach for Next-POI Recommendation
Feng, S.; Tran, L.V.; Cong, G.; Chen, L.; Li, J.; Li, F.
Conference Paper
2020Human Factors Assessment in VR-based Firefighting Training in Maritime: A Pilot Study
Liu, Yisi; Lan, Zirui; Tschoerner, Benedikt; Virdi, Satinder Singh; Cui, Jian; Li, Fan; Sourina, Olga; Zhang, Daniel; Chai, David; Müller-Wittig, Wolfgang K.
Conference Paper
2020Human Factors Evaluation of ATC Operational Procedures in Relation to Use of 3D Display
Liu, Yisi; Trapsilawati, Fitri; Lan, Zirui; Sourina, Olga; Johan, Henry; Li, Fan; Chen, Chun-Hsien; Müller-Wittig, Wolfgang K.
Conference Paper
2020Inter-subject transfer learning for EEG-based mental fatigue recognition
Liu, Yisi; Lan, Zirui; Cui, Jian; Sourina, Olga; Müller-Wittig, Wolfgang K.
Journal Article
2020Issue Based OCR Error Prediction in Video Streams
Siegmund, Dirk; Sacco, Luís Rüger; 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
2020Post-Quantum Secure Boot
Kumar, Vinay B.Y.; Gupta, Naina; Chattopadhyay, Anupam; Kasper, Michael; Krauß, Christoph; Niederhagen, Ruben
Conference Paper
2020Process data-based knowledge discovery in additive manufacturing of ceramic materials by multi-material jetting (CerAM MMJ)
Lang, Valentin; Weingarten, Steven; Wiemer, Hajo; Scheithauer, Uwe; Glausch, Felix; Johne, Robert; Michaelis, Alexander; Ihlenfeldt, Steffen
Journal Article
2020Psychophysiological evaluation of seafarers to improve training in maritime virtual simulator
Liu, Yisi; Lan, Zirui; Cui, Jian; Krishnan, Gopala; Sourina, Olga; Konovessis, Dimitrios; Ang, Hock Eng; Müller-Wittig, Wolfgang K.
Journal Article
2020SAFE: An EEG Dataset for Stable Affective Feature Selection
Lan, Zirui; Liu, Yisi; Sourina, Olga; Wang, Lipo; Scherer, Reinhold; Müller-Putz, Gernot
Journal Article
2020Secure IT without vulnerabilities and back doors
Weber, Arnd; Heiser, Gernot; Kuhlmann, Dirk; Schallbruch, Martin; Chattopadhyay, Anupam; Guilley, Sylvain; Kasper, Michael; Krauß, Christoph; Krüger, Philipp S.; Reith, Steffen; Seifert, Jean-Pierre
Journal Article
2020Self-supervised Pairing Image Clustering and its Application in Cyber Manufacturing
Dai, Wenting; Jiao, Yutao; Erdt, Marius; Sourin, Alexei
Conference Paper
2020Soldering defect detection in automatic optical inspection
Dai, W.; Mujeeb, A.; Erdt, M.; Sourin, A.
Journal Article
2020Task measures for air traffic display operations
Tan, Shi Yin; Chen, Chun-Hsien; Lye, Sun Woh; Li, Fan
Conference Paper
2020A User-centered Evaluation and Redesign Approach for E-Government APP
Chang, Danni; Li, Fan; Huang, L.
Conference Paper
2020XMSS and Embedded Systems
Wang, Wen; Jungk, Bernhard; Wälde, Julian; Deng, Shuwen; Gupta, Naina; Szefer, Jakub; Niederhagen, Ruben
Conference Paper