Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Acquisition Time Reduction in Large-Area, High-Resolution Scanning Electron Microscopy-Analysis of Nanometer Integrated Circuits Through Deep Learning-Based Super Resolution
Erbis, Joscha
: Gengenbach, Ulrich; Gieser, Horst
Master Thesis
2021Activation Anomaly Analysis
Sperl, Philip; Schulze, Jan-Philipp; Böttinger, Konstantin
Conference Paper
2021AI in MedTech Production. Visual Inspection for Quality Assurance
Roscher, Karsten
Presentation
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
2021Are you sure? Prediction revision in automated decision-making
Burkart, Nadia; Robert, Sebastian; Huber, Marco
Journal Article
2021Cross-database and Cross-attack Iris Presentation Attack Detection Using Micro Stripes Analyses
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Journal Article
2021Deep learning based UAV type classification
Sommer, Lars; Schumann, Arne
Conference Paper
2021Deep Learning based Vehicle Detection in Aerial Imagery
Sommer, Lars Wilko
Dissertation
2021A Deep Learning Method for the Impact Damage Segmentation of Curve-Shaped CFRP Specimens Inspected by Infrared Thermography
Wei, Ziang; Fernandes, Henrique Coelho; Herrmann, Hans-Georg; Tarpani, Jose Ricardo; Osman, Ahmad
Journal Article
2021Deep-learning-based multi-class segmentation for automated, non-invasive routine assessment of human pluripotent stem cell culture status
Piotrowski, Tobias; Rippel, Oliver; Elanzew, Andreas; Nießing, Bastian; Stucken, Sebastian; Jung, Sven; König, Niels; Haupt, Simone; Stappert, Laura; Brüstle, Oliver; Schmitt, Robert; Jonas, Stephan
Journal Article
2021Detection of Fiber Defects Using Keypoints and Deep Learning
Siegmund, Dirk; Fu, Biying; José-García, Adán; Salahuddin, Ahmad Masood; Kuijper, Arjan
Journal Article
2021Development of an AI Web Application to Train Radiologists in Deep Learning
Jestädt, Sebastian
: Kuijper, Arjan (1. Gutachter); Mukhopadhyay, Anirban (2. Gutachter)
Master Thesis
2021Drone vs. Bird Detection: Deep Learning Algorithms and Results from a Grand Challenge
Coluccia, Angelo; Fascista, Alessio; Schumann, Arne; Sommer, Lars; Dimou, Anastasios T.; Zarpalas, Dimitrios; Mendez, Miguel; Iglesia, David de la; Gonzalez, Iago; Mercier, Jean Philippe; Gagne, Guillaume; Mitra, Arka; Rajashekar, Shobha
Journal Article
2021Extended Evaluation of the Effect of Real and Simulated Masks on Face Recognition Performance
Damer, Naser; Boutros, Fadi; Süßmilch, Marius; Kirchbuchner, Florian; Kuijper, Arjan
Journal Article
2021Face Liveness Detection Competition (LivDet-Face) - 2021
Purnapatra, Sandip; Smalt, Nic; Bahmani, Keivan; Das, Priyanka; Yambay, David; Mohammadi, Amir; George, Anjith; Bourlai, Thirimachos; Marcel, Sébastien; Schuckers, Stephanie; Fang, Meiling; Damer, Naser; Boutros, Fadi; Kuijper, Arjan; Kantarci, Alperen; Demir, Başar; Yildiz, Zafer; Ghafoory, Zabi; Dertli, Hasan; Ekenel, Hazım Kemal; Vu, Son; Christophides, Vassilis; Dashuang, Liang; Guanghao, Zhang; Zhanlong, Hao; Junfu, Liu; Yufeng, Jin; Liu, Samo; Huang, Samuel; Kuei, Salieri; Singh, Jag Mohan; Ramachandra, Raghavendra
Conference Paper
2021Fast Pedestrian Detection for Real-World Crowded Scenarios on Embedded GPU
Cormier, Mickael; Wolf, Stefan; Sommer, Lars; Schumann, Arne; Beyerer, Jürgen
Conference Paper
2021Feature visualization within an automated design assessment leveraging explainable artificial intelligence methods
Schönhof, Raoul; Werner, Artem; Elstner, Jannes; Zopcsak, Boldizsar; Awad, Ramez; Huber, Marco
Journal Article
2021Früherkennung von Schwanzbeißen bei Schweinen auf der Basis von Deep Learning
Wißkirchen, Peter; Warns, Friederike K.; Dahlhoff, Katharina; Goretzky, Carina; Brune, Timo; Bitti, Foaud; Mathis, Harald; Asten, Astrid van
Conference Paper
2021Fully Automated Cultivation of Adipose-Derived Stem Cells in the StemCellDiscovery - A Robotic Laboratory for Small-Scale, High-Throughput Cell Production Including Deep Learning-Based Confluence Estimation
Ochs, Jelena; Biermann, Ferdinand; Piotrowski, Tobias; Erkens, Frederik; Nießing, Bastian; Herbst, Laura; König, Niels; Schmitt, Robert H.
Journal Article
2021Identification of misclassified pixels in semantic segmentation with uncertainty evaluation
Budde, Lina E.; Bulatov, Dimitri; Iwaszczuk, Dorota
Conference Paper
2021Introduction to neural network-based question answering over knowledge graphs
Chakraborty, Nilesh; Lukovnikov, Denis; Maheshwari, Gaurav; Trivedi, Priyansh; Lehmann, Jens; Fischer, Aslj
Journal Article
2021Investigating Semantic Augmentation in Virtual Environments for Image Segmentation Using Convolutional Neural Networks
Ganter, Joshua; Löffler, Simon; Metzger, Ron; Ußling, Katharina; Müller, Christoph
Journal Article
2021Iris Presentation Attack Detection by Attention-based and Deep Pixel-wise Binary Supervision Network
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
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
2021MAAD-Face: A Massively Annotated Attribute Dataset for Face Images
Terhörst, Philipp; Fährmann, Daniel; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Journal Article
2021MFR 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, Uğur; Ekenel, Hazım 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.
Conference Paper
2021MiDeCon: Unsupervised and Accurate Fingerprint and Minutia Quality Assessment based on Minutia Detection Confidence
Terhörst, Philipp; Boller, André; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Conference Paper
2021MixFaceNets: Extremely Efficient Face Recognition Networks
Boutros, Fadi; Damer, Naser; Fang, Meiling; Kirchbuchner, Florian; Kuijper, Arjan
Conference Paper
2021Multi-Perspective Anomaly Detection
Jakob, Peter; Madan, Manav; Schmid-Schirling, Tobias; Valada, Abhinav
Journal Article
2021Neural Architecture Search for Mobile Face Recognition
Siebke, Patrick
: Kuijper, Arjan (1. Review); Boutros, Fadi (2. Review)
Bachelor Thesis
2021A neural network based price sensitive recommender model to predict customer choices based on price effect
Chen, Shiuann-Shuoh; Choubey, Bhaskar; Singh, Vinay
Journal Article
2021NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization
Wang, Caiyong; Wang, Yunlong; Zhang, Kunbo; Muhammad, Jawad; Lu, Tianhao; Zhang, Qi; Tian, Qichuan; He, Zhaofeng; Sun, Zhenan; Zhang, Yiwen; Liu, Tianbao; Yang, Wei; Wu, Dongliang; Liu, Yingfeng; Zhou, Ruiye; Wu, Huihai; Zhang, Hao; Wang, Junbao; Wang, Jiayi; Xiong, Wantong; Shi, Xueyu; Zeng, Shao; Li, Peihua; Sun, Haodong; Wang, Jing; Zhang, Jiale; Wang, Qi; Wu, Huijie; Zhang, Xinhui; Li, Haiqing; Chen, Yu; Chen, Liang; Zhang, Menghan; Sun, Ye; Zhou, Zhiyong; Boutros, Fadi; Damer, Naser; Kuijper, Arjan; Tapia, Juan; Valenzuela, Andrés; Busch, Christoph; Gupta, Gourav; Raja, Kiran; Wu, Xi; Li, Xiaojie; Yang, Jingfu; Jing, Hongyan; Wang, Xin; Kong, Bin; Yin, Youbing; Song, Qi; Lyu, Siwei; Hu, Shu; Premk, Leon; Vitek, Matej; Struc, Vitomir; Peer, Peter; Khiarak, Jalil Nourmohammadi; Jaryani, Farhang; Nasab, Samaneh Salehi; Moafinejad, Seyed Naeim; Amini, Yasin; Noshad, Morteza
Conference Paper
2021Object Semantic Segmentation in Point Clouds - Comparison of a Deep Learning and a Knowledge-Based Method
Ponciano, Jean-Jacques; Roetner, Moritz; Reiterer, Alexander; Boochs, Frank
Journal Article
2021On Soft-Biometric Information Stored in Biometric Face Embeddings
Terhörst, Philipp; Fährmann, Daniel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Journal Article
2021Online Dictionary Learning for Classification of Antipersonnel Landmines using Ground penetrating Radar
Giovanneschi, Fabio
Book
2021Privacy-Enhancing Face Biometrics: A Comprehensive Survey
Meden, Blaž; Rot, Peter; Terhörst, Philipp; Damer, Naser; Kuijper, Arjan; Scheirer, Walter J.; Ross, Arun A.; Peer, Peter; Struc, Vitomir
Journal Article
2021Sichere Mensch-Maschine-Kollaboration
Kempf, Michael
Journal Article
2021Supplementing Machine Learning with Knowledge Models Towards Semantic Explainable AI
Sander, Jennifer; Kuwertz, Achim
Conference Paper
2021Towards Lower Precision Quantization for Pedestrian Detection in Crowded Scenario
Cormier, Mickael; Seletkov, Dimitrii; Beyerer, Jürgen
Conference Paper
2021Using temporal information for improved UAV type classification
Sommer, Lars; Schumann, Arne
Conference Paper
20203D-Reconstruction and Semantic Segmentation of Cystoscopic Images
Negassi, Misgana; Parupalli, Ujwala; Suarez-Ibarrola, Rodrigo; Schmitt, Annette; Hein, Simon; Miernik, Arkadiusz; Reiterer, Alexander
Conference Paper
20206D object pose estimation algorithm using preprocessing of segmentation and keypoint extraction
Zhang, Y.; Zhang, C.; Rosenberger, M.; Notni, G.
Conference Paper
2020Acoustic Resonance Recognition of Coins
Kraljevski, Ivan; Duckhorn, Frank; Ju, Yong Chul; Tschöpe, Constanze; Richter, Christian; Wolff, Matthias
Conference Paper
2020Application of artificial neural networks for automated analysis of cystoscopic images
Negassi, Misgana; Suarez-Ibarrola, Rodrigo; Hein, Simon; Miernik, Arkadiusz; Reiterer, Alexander
Journal Article
2020An Approach to Near-lossless Hyperspectral Data Compression using Deep Autoencoder
Küster, Jannik; Groß, Wolfgang; Middelmann, Wolfgang
Conference Paper
2020Automated quantitative analyses of fatigue-induced surface damage by deep learning
Thomas, A.; Durmaz, A.R.; Straub, T.; Eberl, C.
Journal Article
2020AutoML Techniques for Medical Image Segmentation
Sehring, Jannik Matthias
: Kuijper, Arjan (1. Gutachten); Mukhopadhyay, Anirban
Master Thesis
2020Autonomous guidewire navigation in a two dimensional vascular phantom
Karstensen, Lennart; Behr, Tobias; Pusch, Tim Philipp; Mathis-Ullrich, Franziska; Stallkamp, Jan
Journal Article
2020AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation
Kügler, David; Uecker, Marc; Kuijper, Arjan; Mukhopadhyay, Anirban
Conference Paper
2020Bayesian Deep Learning for Medical Image Analysis and Diagnosis
Fuchs, Moritz
: Kuijper, Arjan (1. Review); Mukhopadhyay, Anirban (2. Review)
Master Thesis
2020Benchmarking Uncertainty Estimation Methods for Deep Learning with Safety-Related Metrics
Henne, Maximilian; Schwaiger, Adrian; Roscher, Karsten; Weiß, Gereon
Conference Paper
2020Compact Models for Periocular Verification Through Knowledge Distillation
Boutros, Fadi; Damer, Naser; Fang, Meiling; Raja, Kiran; 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
2020Deep Learning Based Fall Detection Algorithms for Embedded Systems, Smartwatches, and IoT Devices Using Accelerometers
Kraft, Dimitri; Srinivasan, Karthik; Bieber, Gerald
Journal Article
2020Deep Learning Multi-layer Fusion for an Accurate Iris Presentation Attack Detection
Fang, Meiling; Damer, Naser; Boutros, Fadi; Kirchbuchner, Florian; Kuijper, Arjan
Conference Paper
2020Digital image processing with deep learning for automated cutting tool wear detection
Bergs, Thomas; Holst, Carsten; Gupta, Pranjul; Augspurger, Thorsten
Journal Article
2020Discretization of hybrid CPPS data into timed automaton using restricted Boltzmann machines
Hranisavljevic, Nemanja; Maier, Alexander; Niggemann, Oliver
Journal Article
2020Efficient Deployment of Deep Neural Networks for Quality Inspection of Solar Cells using Smart Labeling
Kunze, P.; Greulich, J.; Rein, S.; Ramspeck, K.; Hemsendorf, M.; Vetter, A.; Demant, M.
Conference Paper
2020Einsatz von Reinforcement Learning zur Autonomen Navigation
Hensel, Tina
Presentation
2020Evaluation of transfer learning of pre-trained CNNs applied to breast cancer detection on infrared images
Chaves, Esdras; Gonçalves, Caroline B.; Albertini, Marcelo K.; Lee, Soojeong; Jeon, Gwanggil; Fernandes, Henrique Coelho
Journal Article
2020A first step towards automated image-based container inspections
Kloever, Steffen; Kretschmann, Lutz; Jahn, Carlos
Conference Paper
2020Fusing Iris and Periocular Region for User Verification in Head Mounted Displays
Boutros, Fadi; Damer, Naser; Raja, Kiran; Ramachandra, Raghavendra; Kirchbuchner, Florian; Kuijper, Arjan
Conference Paper
2020GANs for medical image analysis
Kazeminia, Salome; Baur, Christoph; Kuijper, Arjan; Ginneken, Bram van; Navab, Nassir; Albarqouni, Shadi; Mukhopadhyay, Anirban
Journal Article
2020Generation, Classification and Segmentation of Point Clouds in Logistic Context with PointNet++ and DGCNN
Chai, Keng Yip; Stenzel, Jonas; Jost, Jana
Conference Paper
2020A hybrid framework for bearing fault diagnosis using physics-guided neural networks
Krupp, Lukas; Hennig, Andreas; Wiede, Christian; Grabmaier, Anton
Conference Paper
2020Investigation and Implementation of Machine Learning Algorithms for Condition Monitoring of Piezoelectrically Driven Micropumps
Trautmann, Mauriz
Master Thesis
2020Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection?
Schwaiger, Adrian; Sinhamahapatra, Poulami; Gansloser, Jens; Roscher, Karsten
Conference Paper
2020Künstliche Intelligenz treibt Innovationen
Huber, Marco
Journal Article
2020Learned Data Augmentation for Model Optimization
Hsu, Wei-Hung
: Kuijper, Arjan (1. Review); Boutros, Fadi (2. Review)
Master Thesis
2020Leitfaden Künstliche Intelligenz - Potenziale und Umsetzungen im Mittelstand
: Röhler, Marcus (Hrsg.); Haghi, Sajedeh (Hrsg.)
Report
2020Machine Learning for Advanced Solar Cell Production. Adversarial Denoising, Sub-pixel Alignment and the Digital Twin
Demant, M.; Kurumundayil, L.; Kunze, P.; Woernhoer, A.; Kovvali, A.; Rein, S.
Presentation
2020Motion Analysis on Depth Camera Data to Quantify Parkinson's Disease Patients' Motor Status within the Framework of I-Prognosis Personalized Game Suite
Dias, Sofia B.; Grammatikopoulou, Athina; Grammalidis, Nikos; Diniz, José A.; Savvidis, Theodore; Konstantinidis, Evdokimos; Bamidis, Panagiotis; Stadtschnitzer, Michael; Trivedi, Dhaval; Klingelhoefer, Lisa; Katsarou, Zoe; Bostantzopoulou, Sevasti; Dimitropoulos, Kosmas; Hadjileontiadis, Leontios J.
Conference Paper
2020Neuronale Netze: Ein Blick in die Black Box
Schaaf, Nina
Internet Contribution
2020Object Detection in Sonar Images
Karimanzira, Divas; Renkewitz, Helge; Shea, David; Albiez, Jan
Journal Article
2020Optimizing Information Loss Towards Robust Neural Networks
Sperl, Philip; Böttinger, Konstantin
Conference Paper
2020Post-comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization
Terhörst, Philipp; Kolf, Jan Niklas; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Journal Article
2020Predictive Analysis of Business Processes Using Neural Networks with Attention Mechanism
Philipp, Patrick; Jacob, Ruben; Robert, Sebastian; Beyerer, Jürgen
Conference Paper
2020Preventing Catastrophic Forgetting in Deep Learning Classifiers
González, Camila
: Kuijper, Arjan (1. Gutachter); Mukhopadhyay, Anirban (2. Gutachter)
Master Thesis
2020Reducing Deep Face Recognition Model Size by Knowledge Distillation
Klemt, Marcel
: Kuijper, Arjan (1. Review); Boutros, Fadi (2. Review)
Bachelor Thesis
2020SafeML: Safety Monitoring of Machine Learning Classifiers Through Statistical Difference Measures
Aslansefat, Koorosh; Sorokos, Ioannis; Whiting, Declan; Tavakoli Kolagari, Ramin; Papadopoulos, Yiannis
Conference Paper
2020Sampling Based Methods for Uncertainty Quantification in Neural Networks
Felgentreff, Jens
: Ankerst, Donna (Aufgabensteller); Schwaiger, Adrian (Betreuer)
Bachelor Thesis
2020Search, Identification and Collection of Marine Litter using Autonomous Robots (SeaClear) Introduction
Delea, Cosmin
Presentation
2020Search, Identification and Collection of Marine Litter using Autonomous Robots (SeaClear) Introduction
Delea, Cosmin
Poster
2020Self-Supervised Learning for Monocular Depth Estimation from Aerial Imagery
Hermann, Max; Ruf, Boitumelo; Weinmann, Martin; Hinz, Stefan
Conference Paper
2020A Shape-Model based Loss for End-to-End Training of Neural Networks
Bohlender, Simon Peter
: Kuijper, Arjan (1. Review); Mukhopadhyay, Anirban (2. Review)
Master Thesis
2020Single Shot 6D Object Pose Estimation
Kleeberger, Kilian; Huber, Marco
Conference Paper
2020Skill-based Programming of Force-controlled Assembly Tasks using Deep Reinforcement Learning
Lämmle, Arik; König, Thomas; El-Shamouty, Mohamed; Huber, Marco
Journal Article
2020A Survey on Learning-Based Robotic Grasping
Kleeberger, Kilian; Bormann, Richard; Kraus, Werner; Huber, Marco
Journal Article
2020A Systemic Approach for Early Warning in Crisis Prevention and Management
Kuwertz, Achim; Moll, Maximilian; Sander, Jennifer; Pickl, Stefan
Conference Paper
2020Time-unfolding Object Existence Detection in Low-quality Underwater Videos using Convolutional Neural Networks
Tödtmann, Helmut; Vahl, Matthias; Lukas, Uwe von; Ullrich, Torsten
Conference Paper
2020Towards automated Capability Assessment leveraging Deep Learning
Schönhof, Raoul; Fechter, Manuel
Journal Article
2020Towards Safe Human-Robot Collaboration Using Deep Reinforcement Learning
El-Shamouty, Mohamed; Wu, Xinyang; Yang, Shanqi; Albus, Marcel; Huber, Marco
Conference Paper
2020What identifies a whale by its fluke? On the benefit of interpretable machine learning for whale identification
Kierdorf, J.; Garcke, J.; Behley, J.; Cheeseman, T.; Roscher, R.
Conference Paper
2020Where to drive: free space detection with one fisheye camera
Scheck, Tobias; Mallandur, Adarsh; Wiede, Christian; Hirtz, Gangolf
Conference Paper
2019Activity recognition in manual manufacturing: Detecting screwing processes from sensor data
Günther, Lisa; Kärcher, Susann; Bauernhansl, Thomas
Journal Article
2019ALICE - Artificial Intelligence Catheter. Towards Autonomous Closed Loop Control of Passive Endovascular Catheters Based on Deep Reinforcement Learning
Karstensen, Lennart; Pusch, Tim Philipp; Siegfarth, Marius; Behr, Tobias; Hüsener, Dominik; Pätz, Torben; Strehlow, Jan
Poster
2019Anwendungsfelder von künstlicher Intelligenz in Industrie 4.0 Systemen
Kerner, Sören; Leveling, Jens; Urbann, Oliver; Weickhmann, Luise; Otten, Maximilian; Vogel, Maurice
Book Article
2019Automatisierte Geschäftsmodellanalysen mit Deep Neural Networks
Sachs, Moritz Karl
: Unbescheiden, Matthias (Betreuer); Buxmann, Peter (Betreuer)
Master Thesis
2019Automatisierte Interpretation von 3D-Daten - Stand der Technik und zukünftige Entwicklungen
Reiterer, Alexander; Störk, Dominik; Wäschle, Katharina; Leydecker, Achim; Leidinger, Markus
Conference Paper
2019Classification of black plastics waste using fluorescence imaging and machine learning
Gruber, Florian; Grählert, Wulf; Wollmann, Philipp; Kaskel, Stefan
Journal Article
2019Comparison of Angle and Size Features with Deep Learning for Emotion Recognition
Dunau, Patrick; Huber, Marco; Beyerer, Jürgen
Conference Paper
2019Comprehensive Analysis of Deep Learning-based Vehicle Detection in Aerial Images
Sommer, L.; Schuchert, Tobias; Beyerer, Jürgen
Journal Article
2019Deep learning for clustering of multivariate clinical patient trajectories with missing values
Jong, Johann de; Emon, Mohammad Asif; Wu, Ping; Karki, Reagon; Sood, Meemansa; Godard, Patrice; Ahmad, Ashar; Vrooman, Henri; Hofmann-Apitius, Martin; Fröhlich, Holger
Journal Article
2019Deep Learning-Based Mutual Detection and Collaborative Localization for Mobile Robot Fleets Using Solely 2D LIDAR Sensors
Dietrich, Robin; Dörr, Stefan
Conference Paper
2019Deep Reinforcement Learning for the Navigation of Neurovascular Catheters
Behr, Tobias; Pusch, Tim Philipp; Siegfarth, Marius; Hüsener, Dominik; Mörschel, Tobias; Karstensen, Lennart
Journal Article
2019Development of a Fire Detection Based on the Analysis of Video Data by Means of Convolutional Neural Networks
Lehr, Jan; Gerson, Christian; Ajami, Mohamad; Krüger, Jörg
Conference Paper
2019Enhancing the Texture Quality of 3D Building Models
Dahlke, Jannik Oliver
: Fellner, Dieter W. (1. Review); Erdt, Marius (2. Review)
Master Thesis
2019Generalization of SELU to CNN
Ha, Bach
: Plöger, Paul G.; Kraetzschmar, Gerhard K.; Zimmermann, Florian
Master Thesis
2019Habitat-Net: Segmentation of Habitat Images Using Deep Learning
Abrams, Jesse F.; Vashishtha, Anand; Wong, Seth T.; Nguyen, An; Mohamed, Azlan; Wieser, Sebastian; Kuijper, Arjan; Wilting, Andreas; Mukhopadhyay, Anirban
Journal Article
2019Handling Work Complexity with AR/Deep Learning
Dhiman, Hitesh; Büttner, Sebastian; Röcker, Carsten; Reisch, Raphael
Conference Paper
2019Künstliche Intelligenz in der Logistik. Was steht hinter dem Hype?
Leveling, Jens
Presentation
2019Localization and Mapping of Monocular Cameras in Large Urban Environments using Virtual City Models
Pandikow, Lars
: Kuijper, Arjan (1. Gutachten); Gutbell, Ralf (2. Gutachten)
Master Thesis
2019Machine Learning für Produktion und Robotik
Huber, Marco
Journal Article
2019Mitdenken angesagt
Huber, Marco
Journal Article
2019Neue Möglichkeiten durch Machine Learning
Leveling, Jens
Presentation
2019NVIDIA DGX-2 - Der Supercomputer
Hoppe, Christian; Roeder, Sebastian; Pionzewski, Christian; Leveling, Jens
Presentation
2019Person Identification and Body Mass Index: A Deep Learning-Based Study on Micro-Dopplers
Abdulatif, Sherif; Aziz, Fady; Armanious, Karim; Kleiner, Bernhard; Yang, Bin; Schneider, Urs
Conference Paper
2019Robotik und künstliche Intelligenz
Kleeberger, Kilian
Conference Paper
2019Selbstoptimierung in der Fabrikhalle
Mayer-Grenu, Andrea
Journal Article
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
2019SkyScapes ­Fine-Grained Semantic Understanding of Aerial Scenes
Azimi, Seyed M.; Henry, Crentin; Sommer, Lars; Schumann, Arne; Vig, Eleonora
Conference Paper
2019Sounding Industry: Challenges and Datasets for Industrial Sound Analysis
Grollmisch, Sascha; Abeßer, Jakob; Liebetrau, Judith; Lukashevich, Hanna
Conference Paper
2019Towards Adversarial Denoising of Radar Micro-Doppler Signatures
Abdulatif, Sherif; Armanious, Karim; Aziz, Fady; Schneider, Urs; Yang, Bin
Conference Paper
2019Towards information extraction from ISR reports for decision support using a two-stage learning-based approach
Mühlenberg, Dirk; Kuwertz, Achim; Schenkel, P.; Müller, Wilmuth
Conference Paper
2019Underwater Color Restoration Using U-Net Denoising Autoencoder
Hashisho, Yousif; Albadawi, Mohamad; Krause, Tom; Lukas, Uwe von
Conference Paper
2019Unterwasserdetektion von Munitionsaltlasten auf Sonarbildern durch Convolutional Neural Networks
Sidin, Dennis
: Ferrein, Alexander (Betreuender Professor); Albadawi, Mohamad (Betreuender Mitarbeiter)
Bachelor Thesis
2019Wind Power Forecasting Based on Deep Neural Networks and Transfer Learning
Vogt, Stephan; Braun, Axel; Dobschinski, Jan; Sick, Bernhard
Conference Paper
20183D object classification and parameter estimation based on parametric procedural models
Getto, Roman; Fina, Kenten; Jarms, Lennart; Kuijper, Arjan; Fellner, Dieter W.
Conference Paper
2018Application and evaluation of meta-model assisted optimisation strategies for gripper assisted fabric draping in composite manufacturing
Zimmerling, Clemens; Pfrommer, Julius; Liu, Jinzhao; Beyerer, Jürgen; Henning, Frank; Kärger, Luise
Conference Paper
2018Automatic analysis of sewer pipes based on unrolled monocular fisheye images
Künzel, Johannes; Werner, Thomas; Eisert, Peter; Waschnewski, Jan; Möller, Ronja; Hilpert, Ralf
Conference Paper
2018A characterization of quality of sheared edge in fine blanking using edge-computing approach
Trauth, Daniel; Stanke, Joachim; Feuerhack, Andreas; Bergs, Thomas; Mattfeld, Patrick; Klocke, Fritz
Journal Article
2018CrazyFaces: Unassisted Circumvention of Watchlist Face Identification
Damer, Naser; Wainakh, Yaza; Boller, Viola; Berken von den, Sven; Terhörst, Philipp; Braun, Andreas; Kuijper, Arjan
Conference Paper
2018Deep Cross-Domain Building Extraction for Selective Depth Estimation from Oblique Aerial Imagery
Ruf, Boitumelo; Thiel, Laurenz; Weinmann, Martin
Conference Paper
2018Digital microscopy, image analysis, and virtual slide repository
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