Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
20203D-Reconstruction and Semantic Segmentation of Cystoscopic Images
Negassi, Misgana; Parupalli, Ujwala; Suarez-Ibarrola, Rodrigo; Schmitt, Annette; Hein, Simon; Miernik, Arkadiusz; Reiterer, Alexander
Konferenzbeitrag
2020Defect Shape Detection and Defect Reconstruction in Active Thermography by means of Two-Dimensional Convolutional Neural Network as well as Spatiotemporal Convolutional LSTM Network
Müller, David; Netzelmann, Udo; Valeske, Bernd
Zeitschriftenaufsatz
2020Examining the Mapping Functions of Denoising Autoencoders in Singing Voice Separation
Mimilakis, Stylianos Ioannis; Drossos, Konstantinos; Cano, Estefanía; Schuller, Gerald
Zeitschriftenaufsatz
2020Fast and Accurate DRAM Simulation: Can we Further Accelerate it?
Feldmann, Johannes; Kraft, Kira; Steiner, Lukas; Wehn, Norbert; Jung, Matthias
Konferenzbeitrag
2020GuiltyTargets: Prioritization of Novel Therapeutic Targets with Deep Network Representation Learning
Muslu, Özlem; Hoyt, Charles Tapley; Lacerda, Mauricio Pio de; Hofmann-Apitius, Martin; Fröhlich, Holger
Zeitschriftenaufsatz
2020Investigation and Implementation of Machine Learning Algorithms for Condition Monitoring of Piezoelectrically Driven Micropumps
Trautmann, Mauriz
Master Thesis
2020Neural network for analyzing prostate cancer tissue microarrays
Bauer, Markus; Zürner, Sebastian; Popp, Georg; Kristiansen, Glen; Braumann, Ulf-Dietrich
Konferenzbeitrag
2020Predictive Analysis of Business Processes Using Neural Networks with Attention Mechanism
Philipp, Patrick; Jacob, Ruben; Robert, Sebastian; Beyerer, Jürgen
Konferenzbeitrag
2020Preventing Catastrophic Forgetting in Deep Learning Classifiers
González, Camila
: Kuijper, Arjan (1. Gutachter); Mukhopadhyay, Anirban (2. Gutachter)
Master Thesis
2020STYLE: Style Transfer for Synthetic Training of a YoLo6D Pose Estimator
Pöllabauer, Thomas Jürgen
: Rojtberg, Pavel (1. Prüfer); Kuijper, Arjan (2. Prüfer)
Master Thesis
2020Transforming Seismocardiograms into Electrocardiograms by Applying Convolutional Autoencoders
Haescher, Marian; Hoepfner, Florian; Chodan, Wencke; Kraft, Dimitri; Aehnelt, Mario; Urban, Bodo
Konferenzbeitrag
2020Vibroarthrography using Convolutional Neural Networks
Kraft, Dimitri; Bieber, Gerald
Konferenzbeitrag
2020Visually-aware Recommendation System for Interior Design
Metzler, Simon Konstantin
: Kuijper, Arjan (1. Review); Yeste Magdaleno, Javier (2. Review)
Bachelor Thesis
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.
Konferenzbeitrag
2019Detection of surface properties using image recognition techniques using deep learning algorithms
Dhanekula, Rakesh
: Urban, Bodo; Hoepfner, Florian; Haescher, Marian
Master Thesis
2019Forcing Interpretability for Deep Neural Networks through Rule-based Regularization
Burkart, Nadia; Huber, Marco; Faller, Philipp M.
Konferenzbeitrag
2019Sounding Industry: Challenges and Datasets for Industrial Sound Analysis
Grollmisch, Sascha; Abeßer, Jakob; Liebetrau, Judith; Lukashevich, Hanna
Konferenzbeitrag
2019Ubiquitous Person Detection and Identification in Smart Living Environments
Kubon, Philipp
: Kuijper, Arjan (1. Gutachten); Boutros, Fadi (2. Gutachten)
Bachelor Thesis
2019Unterwasserdetektion von Munitionsaltlasten auf Sonarbildern durch Convolutional Neural Networks
Sidin, Dennis
: Ferrein, Alexander (Betreuender Professor); Albadawi, Mohamad (Betreuender Mitarbeiter)
Bachelor Thesis
2018OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis
: Stoyanov, Danail (Ed.); Taylor, Zaike (Ed.); Sarikaya, Duygu (Ed.); McLeod, Jonathan (Ed.); González Ballester, Miguel Angel (Ed.); Codella, Noel C.F. (Ed.); Martel, Anne (Ed.); Maier-Hein, Lena (Ed.); Malpani, Anand (Ed.); Zenati, Marco A. (Ed.); Ribaupierre, Sandrine de (Ed.); Xiongbiao, Luo (Ed.); Collins, Toby (Ed.); Reichl, Tobias (Ed.); Drechsler, Klaus (Ed.); Erdt, Marius (Ed.); Linguraru, Marius George (Ed.); Oyarzun Laura, Cristina (Ed.); Shekhar, Raj (Ed.); Wesarg, Stefan (Ed.); Celebi, M. Emre (Ed.); Dana, Kristin (Ed.); Halpern, Allan (Ed.)
Tagungsband
2017Fiber defect detection of inhomogeneous voluminous textiles
Siegmund, Dirk; Samartzidis, Timotheos; Fu, Biying; Braun, Andreas; Kuijper, Arjan
Konferenzbeitrag
2016AAC encoding detection and bitrate estimation using a convolutional neural network
Seichter, Daniel; Cuccovillo, Luca; Aichroth, Patrick
Konferenzbeitrag
2015Weighted integration of neighbors distance ratio in multi-biometric fusion
Damer, Naser; Nouak, Alexander
Konferenzbeitrag
2013An efficient knowledge based system for the prediction of the technical feasibility of sheet metal forming processes
Steffes-lai, Daniela; Turck, Sven; Klimmek, Christian; Clees, Tanja
Konferenzbeitrag
2013Inspecting rapidly moving surfaces for small defects using CNN cameras
Blug, Andreas; Carl, Daniel; Höfler, Heinrich
Konferenzbeitrag
2013Synaptic behavior and STDP of asymmetric nanoscale memristors in biohybrid systems
Williamson, A.; Schumann, L.; Hiller, L.; Klefenz, F.; Hoerselmann, I.; Husar, P.; Schober, A.
Zeitschriftenaufsatz
2012Chip form classification in carbon steel turning through cutting force measurement and principal component analysis
Segreto, T.; Simeone, A.; Teti, R.
Konferenzbeitrag, Zeitschriftenaufsatz
1994Multiple imputation of missing data in a dairy breeding program
Diederich, J.; Finn, G.; Moulder, H.; Paaß, G.
Bericht
1993Layout design using neural networks and Markov random fields
Paaß, G.
Konferenzbeitrag