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
Konferenzbeitrag
2021Anomaly Detection and Segmentation Based on Defect Repaired Image Resynthesis
Dai, Wenting; Erdt, Marius; Sourin, Alexei
Konferenzbeitrag
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.
Zeitschriftenaufsatz
2021Data-based process development and control in multi-material jetting technology
Weingarten, Steven; Scheithauer, Uwe; Michaelis, Alexander; Lang, Valentin; Johne, Robert
Zeitschriftenaufsatz
2021Detection and Segmentation of Image Anomalies Based on Unsupervised Defect Reparation
Dai, Wenting; Erdt, Marius; Sourin, Alexei
Zeitschriftenaufsatz
2021A GAN-based Approach toward Architectural Line Drawing Colorization Prototyping
Sun, Qian; Chen, Yan; Tao, Wenyuan; Jiang, Han; Zhang, Mu; Chen, Kan; Erdt, Marius
Zeitschriftenaufsatz
2021High-performance Adaptive Texture Streaming and Rendering of Large 3D Cities
Zhang, Alex; Chen, Kan; Johan, Henry; Erdt, Marius
Zeitschriftenaufsatz
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.
Zeitschriftenaufsatz
2021International Conference on Cyberworlds, CW 2021. Proceedings
: Sourin, Alexei (Editor); Rosenberger, Christophe (Editor); Sourina, Olga (Editor)
Tagungsband
2021Medical Image Segmentation in Oral-maxillofacial Surgery
Li, Jianning; Erdt, Marius; Janoos, Firdaus; Chang, Ti-chiun; Egger, Jan
Aufsatz in Buch
2021Node2LV: Squared Lorentzian representations for node proximity
Feng, S.; Chen, L.; Zhao, K.; Wei, W.; Li, F.; Shang, S.
Konferenzbeitrag
2021Prospective on Eye-Tracking-based Studies in Immersive Virtual Reality
Li, F.; Lee, C.-H.; Feng, S.; Trappey, A.; Gilani, F.
Konferenzbeitrag
2021Self-supervised pairing image clustering for automated quality control
Dai, W.; Erdt, M.; Sourin, A.
Zeitschriftenaufsatz
2021Subject Matching for Cross-Subject EEG-based Recognition of Driver States Related to Situation Awareness
Li, Ruilin; Wang, Lipo; Sourina, Olga
Zeitschriftenaufsatz
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.
Konferenzbeitrag
2021Transient Heat Transfer Analysis of Phase Change Material Melting in Metal Foam by Experimental Study and Artificial Neural Network
Duan, Juan; Li, Fan
Zeitschriftenaufsatz
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.
Konferenzbeitrag
2020Appearance-driven conversion of polygon soup building models with level of detail control for 3D geospatial applications
Chen, K.; Johan, H.; Erdt, M.
Zeitschriftenaufsatz
2020ArchGANs: Stylized Colorization Prototyping for Architectural Line Drawing
Tao, Wenyuan; Jiang, Han; Sun, Qian; Zhang, Mu; Chen, Kan; Erdt, Marius
Konferenzbeitrag
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
Zeitschriftenaufsatz
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
Zeitschriftenaufsatz
2020Context-aware patch-based method for façade inpainting
Kottler, Benedikt; Bulatov, Dimitri; Xingzi, Zhang
Konferenzbeitrag
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
Konferenzbeitrag
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
Konferenzbeitrag
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
Zeitschriftenaufsatz
2020High Performance Texture Streaming and Rendering of Large Textured 3D Cities
Zhang, Alex; Chen, Kan; Johan, Henry; Erdt, Marius
Konferenzbeitrag
2020HME: A Hyperbolic Metric Embedding Approach for Next-POI Recommendation
Feng, S.; Tran, L.V.; Cong, G.; Chen, L.; Li, J.; Li, F.
Konferenzbeitrag
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.
Konferenzbeitrag
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.
Konferenzbeitrag
2020Inter-subject transfer learning for EEG-based mental fatigue recognition
Liu, Yisi; Lan, Zirui; Cui, Jian; Sourina, Olga; Müller-Wittig, Wolfgang K.
Zeitschriftenaufsatz
2020Issue Based OCR Error Prediction in Video Streams
Siegmund, Dirk; Sacco, Luís Rüger; Kuijper, Arjan
Konferenzbeitrag
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.
Tagungsband
2020Post-Quantum Secure Boot
Kumar, Vinay B.Y.; Gupta, Naina; Chattopadhyay, Anupam; Kasper, Michael; Krauß, Christoph; Niederhagen, Ruben
Konferenzbeitrag
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
Zeitschriftenaufsatz
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.
Zeitschriftenaufsatz
2020SAFE: An EEG Dataset for Stable Affective Feature Selection
Lan, Zirui; Liu, Yisi; Sourina, Olga; Wang, Lipo; Scherer, Reinhold; Müller-Putz, Gernot
Zeitschriftenaufsatz
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
Zeitschriftenaufsatz
2020Self-supervised Pairing Image Clustering and its Application in Cyber Manufacturing
Dai, Wenting; Jiao, Yutao; Erdt, Marius; Sourin, Alexei
Konferenzbeitrag
2020Soldering defect detection in automatic optical inspection
Dai, W.; Mujeeb, A.; Erdt, M.; Sourin, A.
Zeitschriftenaufsatz
2020Task measures for air traffic display operations
Tan, Shi Yin; Chen, Chun-Hsien; Lye, Sun Woh; Li, Fan
Konferenzbeitrag
2020A User-centered Evaluation and Redesign Approach for E-Government APP
Chang, Danni; Li, Fan; Huang, L.
Konferenzbeitrag
2020XMSS and Embedded Systems
Wang, Wen; Jungk, Bernhard; Wälde, Julian; Deng, Shuwen; Gupta, Naina; Szefer, Jakub; Niederhagen, Ruben
Konferenzbeitrag
2019Cascaded Parallel Filtering for Memory-Efficient Image-Based Localization
Cheng, Wentao; Lin, Weisi; Chen, Kan; Zhang, Xinfeng
Konferenzbeitrag
2019Detection defect in printed circuit boards using unsupervised feature extraction upon transfer learning
Volkau, I.; Mujeeb, A.; Wenting, D.; Erdt, M.; Sourin, A.
Konferenzbeitrag
2019Detection of Humanoid Robot Design Preferences Using EEG and Eye Tracker
Liu, Yisi; Li, Fan; Tang, Lin Hei; Lan, Zirui; Cui, Jian; Sourina, Olga; Chen, Chun-Hsien
Konferenzbeitrag
2019Domain adaptation techniques for EEG-based emotion recognition: A comparative study on two public datasets
Lan, Zirui; Sourina, Olga; Wang, Lipo; Scherer, Reinhold; Müller-Putz, Gernot
Zeitschriftenaufsatz
2019EEG-Based Cross-Subject Mental Fatigue Recognition
Liu, Yisi; Lan, Zirui; Cui, Jian; Sourina, Olga; Müller-Wittig, Wolfgang K.
Konferenzbeitrag
2019EEG-based Human Factors Evaluation of Air Traffic Control Operators (ATCOs) for Optimal Training
Liu, Yisi; Lan, Zirui; Traspsilawati, Fitri; Sourina, Olga; Chen, Chun-Hsien; Müller-Wittig, Wolfgang K.
Konferenzbeitrag
2019Frequency Analysis and Online Learning in Malware Detection
Huynh, Ngoc Anh
: Ng, Wee Keong (Supervisor); Kohlhammer, Jörn (Co-supervisor)
Dissertation
2019Influence of ship design and operational factors on human performance and evaluation of effects and sensitivity using risk models
Endrina, N.; Konovessis, D.; Sourina, O.; Krishnan, G.
Zeitschriftenaufsatz
2019Mid-air hand interaction with optical tracking for 3D modelling
Cui, Jian
: Sourin, Alexei (Supervisor); Fellner, Dieter W. (Co-supervisor); Kuijper, Arjan (Co-supervisor)
Dissertation
2019Nonconvex Bayesian Restoration of Blurred Foreground Images
Dong, C.; Barbero, S.; Portilla, J.
Konferenzbeitrag
2019One class based feature learning approach for defect detection using deep autoencoders
Mujeeb, A.; Dai, W.; Erdt, M.; Sourin, A.
Zeitschriftenaufsatz
2019Proactive mental fatigue detection of traffic control operators using bagged trees and gaze-bin analysis
Li, Fan; Chen, Chun-Hsien; Xu, Gangyan; Khoo, Li Pheng; Liu, Yisi
Zeitschriftenaufsatz
2019Self-learning Shape Recognition in Medical Images
Ma, Jingting
: Lin, Feng (Supervisor); Erdt, Marius (Supervisor); Fellner, Dieter W. (Co-Supervisor); Wesarg, Stefan (Co-Supervisor)
Dissertation
2019Synthesis of Medical Images Using GANs
Middel, Laura; Palm, Christoph; Erdt, Marius
Konferenzbeitrag
2019There Goes Your PIN Exploiting Smartphone Sensor Fusion Under Single and Cross User Setting
Berend, D.; Bhasin, S.; Jungk, B.
Konferenzbeitrag
2019A two-point map-based interface for architectural walkthrough
Chen, Kan; Lee, Eugene
Konferenzbeitrag
2019A Two-stage Outlier Filtering Framework for City-Scale Localization using 3D SfM Point Clouds
Cheng, Wentao; Chen, Kan; Lin, Weisi; Goesele, Michael; Zhang, Xinfeng; Zhang, Yabin
Zeitschriftenaufsatz
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)
Tagungsband
2019Visualisation of KPIs in zero emission neighbourhoods for improved stakeholder participation using Virtual Reality
Wiberg, A.H.; Lovhaug, S.; Mathisen, M.; Tschoerner, B.; Resch, E.; Erdt, M.; Prasolova-Forland, E.
Konferenzbeitrag
2018An appearance-driven method for converting polygon soup building models for 3D geospatial applications
Chen, Kan; Johan, Henry; Erdt, Marius
Konferenzbeitrag
2018Auto-categorization of medical concepts and contexts
Mondai, A.; Cambria, E.; Feraco, A.; Das, D.; Bandyopadhyay, S.
Konferenzbeitrag
2018CLIP 2018 Preface
Ballester, M.A.G.; Drechsler, K.; Erdt, M.; Linguraru, M.G.; Laura, C.O.; Shekhar, R.; Wesarg, S.
Konferenzbeitrag
2018Cognitive Human-Machine Interaction Track Co-Chairs Message
Sourina, O.; Scherer, R.; Bezerianos, A.
Konferenzbeitrag
2018Cross dataset workload classification using encoded wavelet decomposition features
Lim, Wei Lun; Sourina, Olga; Wang, Lipo
Konferenzbeitrag
2018Cyber Cities and Cyber Manufacturing Track Co-Chairs Message
Erdt, Marius; Drechsler, Klaus; Oyarzun Laura, Cristina
Konferenzbeitrag
2018EEG-based cadets training and performance assessment system in maritime virtual simulator
Liu, Yisi; Lan, Zirui; Sourina, Olga; Konovessis, Dimitrios; Liew, Hui Ping; Krishnan, Gopala; Ang, Hock Eng
Konferenzbeitrag
2018EEG-based evaluation of mental fatigue using machine learning algorithms
Liu, Yisi; Lan, Zirui; Khoo, Han Hua Glenn; Ho, K.; Li, King Ho Holden; Sourina, Olga; Müller-Wittig, Wolfgang K.
Konferenzbeitrag
2018Efficient Side-Channel Protections of ARX Ciphers
Jungk, Bernhard; Petri, Richard; Stöttinger, Marc
Zeitschriftenaufsatz
2018Interactive rendering of translucent materials under area lights using voxels and Poisson disk samples
Koa, Ming Di; Johan, Henry; Sourin, Alexei
Zeitschriftenaufsatz
2018Mid-air interaction with optical tracking for 3D modeling
Cui, Jian; Sourin, Alexei
Zeitschriftenaufsatz
2018A novel Bayesian model incorporating deep neural network and statistical shape model for pancreas segmentation
Ma, Jingting; Lin, Feng; Wesarg, Stefan; Erdt, Marius
Konferenzbeitrag
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)
Tagungsband
2018Puppet animation with textured billboards
Chansavang, A.; Johan, H.; Seah, H.S.; Hans-Martin, R.
Konferenzbeitrag
2018Stable feature selection for EEG-based emotion recognition
Lan, Zirui; Sourina, Olga; Wang, Lipo; Liu, Yisi; Scherer, Reinhold; Müller-Putz, Gernot
Konferenzbeitrag
2018STEW: Simultaneous task EEG workload data set
Lim, Wei Lun; Sourina, Olga; Wang, L.P.
Zeitschriftenaufsatz
2018Tangible video communication over the Internet
Guo, S.; Sourin, A.
Konferenzbeitrag
2018Towards asynchronous video-haptic interaction in cyberspace
Guo, S.; Sourin, A.
Konferenzbeitrag
2018Towards automatic optical inspection of soldering defects
Dai, W.; Mujeeb, A.; Erdt, M.; Sourin, A.
Konferenzbeitrag
2018Unsupervised surface defect detection using deep autoencoders and data augmentation
Mujeeb, A.; Dai, W.; Erdt, M.; Sourin, A.
Konferenzbeitrag
2018XMSS and Embedded Systems. XMSS Hardware Accelerators for RISC-V
Wang, Wen; Jungk, Bernhard; Wälde, Julian; Deng, Shuwen; Gupta, Naina; Szefer, Jakub; Niederhagen, Ruben
Preprint