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
2021Automatisierte Bilderverarbeitung für Ionenstrahldiagnostik
Endl, Barbara Sophie
: Kuijper, Arjan (Prüfer); Boine-Frankenheim, Oliver (Prüfer); Schmitz, Benedikt (Betreuer)
Bachelor Thesis
2021Fluid Detection and Analysis in Ultrasonic Image Data Applying Artificial Intelligence
Callmer, Pia
: Kuijper, Arjan (1. Review); Noll, Matthias (2. Review)
Bachelor Thesis
2021Handling of Backgrounds in Furniture Recognition with Neural Networks
Gottschalk, Maximilian
: Kuijper, Arjan (1. Review); Jansen, Nils (2. Review)
Master Thesis
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
2021Medical Image Segmentation in Oral-maxillofacial Surgery
Li, Jianning; Erdt, Marius; Janoos, Firdaus; Chang, Ti-chiun; Egger, Jan
Book 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
2021Situation-Aware Refinement for Semantic Segmentation Models: Closing the Safety Gap
Habermayr, Lukas
: Kuhn, Christopher (Advisor); Zacchi, Joao-Vitor (Advisor); Kurzidem, Iwo (Advisor)
Master Thesis
2020AutoML Techniques for Medical Image Segmentation
Sehring, Jannik Matthias
: Kuijper, Arjan (1. Gutachten); Mukhopadhyay, Anirban
Master Thesis
2020Bildsegmentierung und Erkennung von Farben auf Buchcovern
Iffland, Dominik
: Kuijper, Arjan; Efremov, Anton
Bachelor Thesis
2020Characterization of aluminum alloy microstructures by means of synchrotron X-ray micro-tomography - a simple toolchain for extracting quantitative 3D morphological features
Zabler, S.; Ullherr, M.; Schweizer, C.; Fella, C.; Hanke, R.
Journal Article
2019Background Subtraction with Real-Time Semantic Segmentation
Zeng, Dong-dong; Chen, Xiang; Zhu, Ming; Goesele, Michael; Kuijper, Arjan
Journal Article
2019Eye-MMS: Miniature Multi-Scale Segmentation Network of Key Eye-Regions in Embedded Applications
Boutros, Fadi; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
Conference Paper
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
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
2019Mueller microscopy of full thickness skin models combined with image segmentation
Lee, Hee Ryung; Lotz, Christian; Groeber-Becker, Florian Kai; Dembski, Sofia; Garcia-Caurel, Enric; Ossikovski, Razvigor; Novikova, Tatiana
Conference Paper
2019Stochastische Texturerkennung zur Bildsegmentierung
Müller, Thomas; Erdnüß, Bastian
Journal Article
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
2018Automatische Tumordetektion und Segmentierung im Bereich der Mundhöhle anhand der Symmetrie des menschlichen Kopfes
Puhl, Julian
: Kuijper, Arjan; Jung, Florian
Master Thesis
2018Evaluation of CNNs for land cover classification in high-resolution airborne images
Häufel, Gisela; Lucks, Lukas; Pohl, Melanie; Bulatov, Dimitri; Schilling, Hendrik
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
2017Robust visual object tracking with interleaved segmentation
Abel, Peter; Kieritz, Hilke; Becker, Stefan; Arens, Michael
Conference Paper
2016Dataset on underwater change detection
Radolko, Martin; Lukas, Uwe von; Farhadifard, Fahimeh
Conference Paper
2016Using trajectories derived by dense optical flows as a spatial component in background subtraction
Radolko, Martin; Farhadifard, Fahimeh
Conference Paper
2015Automatische bildbasierte Segmentierung organischer Objekte einer gleichartigen Gruppe
Gutzeit, Enrico
: Urban, Bodo (Referent); Koch, Reinhard (Referent); Kuijper, Arjan (Referent)
Dissertation
2015Comparison of spatial models for foreground-background segmentation in underwater videos
Radolko, Martin
Conference Paper
2015Optimization-based automatic segmentation of organic objects of similar types
Gutzeit, Enrico; Radolko, Martin; Lukas, Uwe von; Kuijper, Arjan
Conference Paper
2015Strahlenbasierte Segmentierung der Niere in 3D Ultraschall Daten
Nadolny, Anne
: Noll, Matthias (Betreuer)
Master Thesis
2015Video segmentation via a Gaussian switch background model and higher order Markov Random fields
Radolko, Martin; Gutzeit, Enrico
Conference Paper
2015Visual comparison of 3D medical image Segmentation Algorithms Based on Statistical Shape Models
Geurts, Alexander; Sakas, Georgios; Kuijper, Arjan; Becker, Meike; Landesberger, Tatiana von
Conference Paper
2014Contour based split and merge segmentation and pre-classification of zooplankton in very large images
Gutzeit, Enrico; Scheel, Christian; Dolereit, Tim; Rust, Matthias
Conference Paper
2014Ereignisdetektion in Bildfolgen
Krause, Tom
: Lukas, Uwe von (1. Gutachter); Vahl, Matthias (Betreuer); Gutzeit, Enrico (Betreuer)
Thesis
2014Evaluation of methods for automatic fish segmentation
Hänler, Anna; Gutzeit, Enrico; Mertins, Alfred
Conference Paper
2014Fast image segmentation based on boosted random forests, integral images, and features on demand
Knauer, Uwe; Seiffert, Udo
Conference Paper
2014Liver segmentation in contrast enhanced MR datasets using a probabilistic active shape and appearance model
Drechsler, Klaus; Knaub, Anton; Oyarzun Laura, Cristina; Wesarg, Stefan
Conference Paper
2014Using image segmentation for evaluating 3D statistical shape models built with groupwise correspondence optimization
Gollmer, Sebastian T.; Kirschner, Matthias; Buzug, Thorsten M.; Wesarg, Stefan
Journal Article
2013Application of radial ray based segmentation to cervical lymph nodes in CT images
Steger, Sebastian; Bozoglu, Y. Nazli; Kuijper, Arjan; Wesarg, Stefan
Journal Article
2013Methodik zur Segmentierung organischer Objekte einer gleichartigen Gruppe in Farbbildern
Gutzeit, Enrico; Lukas, Uwe von
Conference Paper
2013Opening up the "black box" of medical image segmentation with statistical shape models
Landesberger, Tatiana von; Andrienko, Gennady; Andrienko, Natalia; Bremm, Sebastian; Kirschner, Matthias; Wesarg, Stefan; Kuijper, Arjan
Journal Article
2013Registrierung und Segmentierung von Lymphknoten aus multimodalen Zeitreihen im Kopf-Hals-Bereich
Steger, Sebastian
: Fellner, Dieter W. (Referent); Sakas, Georgios (Referent)
Dissertation
2013Ultrasound B-mode segmentation for registration with CT in percutaneous hepatic interventions
Keil, Matthias; Oyarzun Laura, Cristina; Wesarg, Stefan
Conference Paper
20123-D radar image processing methodology for Non-Destructive Testing of aeronautics composite materials and structures
Brook, A.; Cristofani, Edison; Vandewal, Marijke; Matheis, Carsten; Jonuscheit, Joachim
Conference Paper
2012Automatic segmentation of wood logs by combining detection and segmentation
Gutzeit, Enrico; Voskamp, Jörg
Conference Paper
2012Image gradient based shape prior for the segmentation of not that spherical structures
Steger, Sebastian; Sakas, Georgios
Conference Paper
2012On optical quantification of cavitation properties
Borchert, Stefan; Kröger, Willfried; Höhne, Stephan; Damaschke, Nils Andreas; Zhou, Zhiliang
Conference Paper
2012Pottics - the potts topic model for semantic image segmentation
Dann, Christoph; Gehler, Peter; Roth, Stefan; Nowozin, Sebastian
Conference Paper
2012Regmentation: A new view of image segmentation and registration
Erdt, Marius; Steger, Sebastian; Sakas, Georgios
Journal Article
2011Automatic wood log segmentation using graph cuts
Gutzeit, Enrico; Ohl, Stephan; Voskamp, Jörg; Kuijper, Arjan
Conference Paper
2011Schätzung von Kartendarstellungen für automative Anwendungen durch 2D Scene Labeling
Bobev, Galin
: Roth, Stefan (Betreuer)
Bachelor Thesis
2011A spatial consistent CRF for semantic image segmentation
Dann, Christoph
: Roth, Stefan (Betreuer); Gehler, Peter (Betreuer)
Bachelor Thesis
2011System for the automated segmentation of heads from arbitrary background
Prestele, B.; Schneider, D.C.; Eisert, P.
Conference Paper
20103D statistical shape model building using consistent parameterization
Kirschner, Matthias; Wesarg, Stefan
Conference Paper
2010Automatisierte Erkennung und Beschreibung von Fassaden aus Schrägluftbildern
Vahl, Matthias; Lieckfeldt, Peter
Conference Paper
2010Interaktive Tumor-Segmentierung in medizinischen Volumendaten
Strosche, Michael
: Drechsler, Klaus (Betreuer)
Bachelor Thesis
2010Setting graph cut weights for automatic foreground extraction in wood log images
Gutzeit, Enrico; Ohl, Stephan; Kuijper, Arjan; Voskamp, Jörg; Urban, Bodo
Conference Paper
2009Erweiterung modellbasierter Segmentierung durch lokale Deformationskriterien
Erdt, Marius; Tulchiner, Roman; Sakas, Georgios
Conference Paper
2009Precise head segmentation on arbitrary backgrounds
Schneider, D.C.; Prestele, B.; Eisert, P.
Conference Paper
2009Segmentation, registration, and fusion of medical images
Erdt, Marius
Book Article
2009Simultaneous segmentation and correspondence establishment for statistical shape models
Erdt, Marius; Kirschner, Matthias; Wesarg, Stefan
Conference Paper
2009Temporal video structuring for preservation and annotation of video content
Petersohn, C.
Conference Paper
2008Automatic structure-aware inpainting for complex image content
Ndjiki-Nya, P.; Köppel, M.; Doshkov, D.; Wiegand, T.
Conference Paper
2008Process flow for classification and clustering of fruit fly gene expression patterns
Heffel, Andreas; Stadler, Peter F.; Prohaska, Sonja J.; Kauer, Gerhard; Kuska, Jens-Peer
Conference Paper
2007Automatisierte Analyse und Visualisierung der Koronararterien und großen Kavitäten des Herzens für die klinische Anwendung
Wesarg, Stefan
: Fellner, Dieter W. (Referent); Giannitsis, Evangelos (Referent)
Dissertation
2007Bearbeitung von dreidimensionalen Daten in der Zahnmedizin unter Berücksichtigung statischer Okklusion
Stapf, Tobias
: Steinbrecher, Tillmann (Betreuer)
Master Thesis
2007Generic and robust video coding with texture analysis and synthesis
Ndjiki-Nya, P.; Hinz, T.; Wiegand, T.
Conference Paper
2007HWT - hybrid watershed transform: Optimal combination of hierarchical interactive and automated image segmentation
Hahn, H.K.; Wenzel, M.T.; Drexl, H.; Zentis, S.; Peitgen, H.-O.
Conference Paper
2006Evaluation of color image segmentation algorithms based on histogram thresholding
Ndjiki-Nya, P.; Simo, G.; Wiegand, T.
Conference Paper
2004Bewertung von Rasterbildern der Divertorstrahlung unter Berücksichtigung eines geometrischen Umgebungsmodells
Bluhm, T.
: Götze, C. (Prüfer)
Thesis
2004Computer aided surgery based on auto-stereoscopic augmented reality
Paloc, C.; Carrasco, E.; Macía, I.; Gómez, R.; Barandiarán, I.; Jiménez, J.M.; Rueda, O.; Urbina, J.O. de; Valdivieso, A.; Sakas, G.
Conference Paper
1999Disparity/segmentation analysis: Matching with an adaptive window and depth-driven segmentation
Izquierdo, E.
Journal Article
1999A framework for computer aided reconstruction
Stelbe, U.; Diener, H.
Journal Article
1999An interactive image segmentation system
Kruse, S.; Bardella, X.; Schweitzer, F.; Valero, M.
Conference Paper
1999Interactive rotoscope system "IMANA" for video post-processing
Kruse, S.
Conference Paper
1999Long-term global motion estimation and its application for sprite coding, content description, and segmentation
Smolic, A.; Sikora, T.; Ohm, J.-R.
Journal Article
1998Failure recognition in tailored blank welding by image processing
Abels, P.; Kaierle, S.; Kreutz, E.W.; Poprawe, R.
Conference Paper
1998Image analysis for 3D modeling, rendering, and virtual view generation
Ebroul Izquierdo, M.; Kruse, S.
Journal Article
1997Coding of image sequences using a layered 2D/3D model-based coding approach
Smolic, A.; Sikora, T.
Conference Paper
1997Segmentation of moving images by the human visual system
Chantelau, K.
Journal Article
1997A snake-based tool for VOP creation
Kruse, S.
Conference Paper
1997Stereo matching for enhanced telepresence in three-dimensional videocommunications
Izquierdo, E.
Journal Article
1996Scene segmentation from dense displacement vector fields using randomized Hough transform
Kruse, S.-M.
Journal Article
1995Efficiency of shape-adaptive 2-D transforms for coding of arbitrarily shaped image segments
Sikora, T.; Bauer, S.; Makai, B.
Journal Article
1995Low complexity shape-adaptive DCT for coding of arbitrarily shaped image segments
Sikora, T.
Journal Article
1995A multichannel algorithm for image segmentation with iterative feedback
Pichler, O.; Hosticka, B.J.; Teuner, A.S.
Conference Paper
1995Object-based coding for image communication and multimedia
Golz, U.; Kruse, S.; Kauff, P.; Makai, B.; Rauthenberg, S.; Sikora, T.
Conference Paper
1995Preprocessing and volume rendering of 3D ultrasonic data
Sakas, G.; Schreyer, L.-A.; Grimm, M.
Journal Article
1995Primary image segmentation
Köthe, U.
Conference Paper