Publications 2018

Jahr Year	Titel/Autor:in Title/Author	Publikationstyp Publication Type
2018	3D SLAM with scan matching and factor graph optimization Emter, Thomas; Petereit, Janko	Konferenzbeitrag Conference Paper
2018	A Pose-Sensitive Embedding for Person Re-identification with Expanded Cross Neighborhood Re-ranking Sarfraz, Saquib; Schumann, Arne; Eberle, Andreas; Stiefelhagen, Rainer	Konferenzbeitrag Conference Paper
2018	A systematic evaluation of recent deep learning architectures for fine-grained vehicle classification Valev, K.; Schumann, Arne; Sommer, L.; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Adapted deep feature fusion for person re-identification in aerial images Schumann, Arne; Metzler, Jürgen	Konferenzbeitrag Conference Paper
2018	Adiabatic quantum computing for kernel k = 2 means clustering Bauckhage, Christian; Ojeda, César; Sifa, Rafet; Wrobel, Stefan	Konferenzbeitrag Conference Paper
2018	An image processing pipeline for long range UAV detection Schumann, Arne; Sommer, L.; Müller, Thomas; Voth, Sascha	Konferenzbeitrag Conference Paper
2018	An overview of Frank-Wolfe optimization for stochasticity constrained interpretable matrix and tensor factorization Sifa, Rafet	Konferenzbeitrag Conference Paper
2018	Analyzing player networks in Destiny Pirker, Johanna; Rattinger, A.; Drachen, Anders; Sifa, Rafet	Zeitschriftenaufsatz Journal Article
2018	Application 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	Konferenzbeitrag Conference Paper
2018	Attribute-based Person Retrieval and Search in Video Sequences Schumann, Arne; Specker, Andreas; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Automatic Mapping for OpenCL-Programs on CPU/GPU Heterogeneous Platforms Moren, Konrad; Göhringer, Diana	Konferenzbeitrag Conference Paper
2018	Body Pose and Context Information for Driver Secondary Task Detection Martin, Manuel; Popp, J.; Anneken, M.; Voit, Michael; Stiefelhagen, R.	Konferenzbeitrag Conference Paper
2018	CNN-based thermal infrared person detection by domain adaptation Herrmann, C.; Ruf, Miriam; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Comprehensive Evaluation of Deep Learning based Detection Methods for Vehicle Detection in Aerial Imagery Acatay, O.; Sommer, Lars; Schumann, Arne; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Corresponding Projections for Orphan Screening Giesselbach, Sven; Ullrich, Katrin; Kamp, Michael; Paurat, Daniel; Gärtner, Thomas	Vortrag Presentation
2018	Deep Cross-Domain Building Extraction for Selective Depth Estimation from Oblique Aerial Imagery Ruf, Boitumelo; Thiel, Laurenz; Weinmann, Martin	Konferenzbeitrag Conference Paper
2018	Detecting and correcting spelling errors in high-quality Dutch Wikipedia text Beeksma, M.; Gompel, M. van; Kunneman, F.; Onrust, L.; Regnerus, B.; Vinke, D.; Brito, Eduardo; Bauckhage, Christian; Sifa, Rafet	Zeitschriftenaufsatz Journal Article
2018	Diagnosing hybrid cyber-physical systems using state-space models and satisfiability modulo theory Diedrich, Alexander; Niggemann, Oliver	Vortrag Presentation
2018	Distant pulse oximetry based on skin region extraction and multi-spectral measurement Herrmann, C.; Metzler, Jürgen; Willersinn, Dieter; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Driver observation and shared vehicle control: Supporting the driver on the way back into the control loop Ludwig, J.; Martin, Manuel; Horne, M.; Flad, M.; Voit, Michael; Stiefelhagen, R.; Hohmann, S.	Zeitschriftenaufsatz Journal Article
2018	Ensemble of Two-Stage Regression Based Detectors for Accurate Vehicle Detection in Traffic Surveillance Data Sommer, L.; Acatay, O.; Schumann, Arne; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Feature-based probabilistic data association for video-based multi-object tracking Grinberg, Michael	Dissertation Doctoral Thesis
2018	Foveal vision for instance segmentation of road images Ortelt, B.; Herrmann, C.; Willersinn, Dieter; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Generation of adversarial examples to prevent misclassification of deep neural network based condition monitoring systems for cyber-physical production systems Specht, Felix; Otto, Jens; Niggemann, Oliver; Hammer, Barbara	Konferenzbeitrag Conference Paper
2018	Improvement of persistent tracking in wide area motion imagery by CNN-based motion detections Hartung, C.; Spraul, Raphael; Krüger, Wolfgang	Konferenzbeitrag Conference Paper
2018	Infant automated motion recognition technology using RGB-depth sensors for marker-less, rater-independent detection of abnormal movements in early infancy - in a motion project Schröder, Sebastian; Hesse, Nikolas; Tacke, Uta; Weinberger, Raphael; Schulz, Anne; Vill, Katharina; Blaschek, Astrid; Gerstl, Lucia; Heinen, Florian; Bodensteiner, Christoph; Arens, Michael; Müller-Felber, Wolfgang	Konferenzbeitrag Conference Paper
2018	Informed machine learning through functional composition Bauckhage, Christian; Ojeda, César; Schücker, Jannis; Sifa, Rafet; Wrobel, Stefan	Konferenzbeitrag Conference Paper
2018	Inspection planning for optimized coverage of geometrically complex surfaces Mohammadikaji, M.; Bergmann, S.; Irgenfried, S.; Beyerer, Jürgen; Dachsbacher, C.; Wörn, H.	Konferenzbeitrag Conference Paper
2018	Interactive decision support: A framework to improve diagnostic processes of cancerous diseases using bayesian networks Philipp, P.; Beyerer, Jürgen; Robert, Sebastian; Hempel, D.	Konferenzbeitrag Conference Paper
2018	ivisX: An Integrated Video Investigation Suite for Forensic Applications Qu, Chengchao; Metzler, Jürgen; Monari, Eduardo	Konferenzbeitrag Conference Paper
2018	Joint detection and online multi-object tracking Kieritz, Hilke; Hübner, Wolfgang; Arens, Michael	Konferenzbeitrag Conference Paper
2018	Kognitive Systeme und Robotik Bauckhage, Christian; Bauernhansl, Thomas; Beyerer, Jürgen; Garcke, Jochen	Aufsatz in Buch Book Article
2018	Learning an infant body model from RGB-D data for accurate full body motion analysis Hesse, Nikolas; Pujades, Sergi; Romero, Javier; Black, Michael J.; Bodensteiner, Christoph; Arens, Michael; Hofmann, Ulrich G.; Tacke, Uta; Hadders-Algra, Mijna; Weinerger, Raphael; Müller-Felber, Wolfgang; Schröder, Sebastian A.	Konferenzbeitrag Conference Paper
2018	Matrix and Tensor Factorization Based Game Content Recommender Systems: A Bottom-Up Architecture and a Comparative Online Evaluation Sifa, Rafet; Yawar, Raheel; Ramamurthy, Rajkumar; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2018	Modeling of Clinical Practice Guidelines for an Interactive Decision Support Using Ontologies Philipp, P.; Bommersheim, M.; Robert, Sebastian; Hempel, D.; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Monocular 3D Vehicle Trajectory Reconstruction Using Terrain Shape Constraints Bullinger, Sebastian; Bodensteiner, Christoph; Arens, Michael	Konferenzbeitrag Conference Paper
2018	Multi Feature Deconvolutional Faster R-CNN for Precise Vehicle Detection in Aerial Imagery Sommer, Lars; Schumann, Arne; Schuchert, Tobias; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Multispectral matching using conditional generative appearance modeling Bodensteiner, Christoph; Bullinger, Sebastian; Arens, Michael	Konferenzbeitrag Conference Paper
2018	Online-only friends, real-life friends or strangers? Differential associations with passion and social capital in video game play Perry, R.; Drachen, Anders; Kearney, A.; Kriglstein, S.; Nacke, L.E.; Sifa, Rafet; Wallner, Günter; Johnson, D.	Zeitschriftenaufsatz Journal Article
2018	Onthology-based Masking Loss for Improved Generalization in Remote Sensing Semantic Image Retrieval Schumann, Arne; Sommer, L.; Vogler, M.; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Open set logo detection and retrieval Tüzkö, A.; Herrmann, C.; Manger, D.; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Optimal Sequence Memory in Driven Random Networks Schücker, Jannis; Goedeke, Sven; Helias, Moritz	Zeitschriftenaufsatz Journal Article
2018	Optimisation of manufacturing process parameters using deep neural networks as surrogate models Pfrommer, J.; Zimmerling, C.; Liu, J.; Kärger, L.; Henning, F.; Beyerer, J.	Zeitschriftenaufsatz Journal Article
2018	Particle-based Pedestrian Path Prediction using LSTM-MDL Models Hug, Ronny; Becker, Stefan; Hübner, Wolfgang; Arens, Michael	Konferenzbeitrag Conference Paper
2018	Policy learning using SPSA Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet; Wrobel, Stefan	Konferenzbeitrag Conference Paper
2018	Search Area Reduction Fast-RCNN for Fast Vehicle Detection in Large Aerial Imagery Sommer, L.; Schmidt, N.; Schumann, Arne; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Semantic Labeling Based Vehicle Detection in Aerial Imagery Nie, Kun; Sommer, Lars; Schumann, Arne; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Simple recurrent neural networks for support vector machine training Sifa, Rafet; Paurat, Daniel; Trabold, Daniel; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2018	SPSA for layer-wise training of deep networks Wulff, Benjamin; Schücker, Jannis; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2018	Stochastic Cloning and Smoothing for Fusion of Multiple Relative and Absolute Measurements for Localization and Mapping Emter, Thomas; Petereit, Janko	Konferenzbeitrag Conference Paper
2018	Systematic evaluation of deep learning based detection frameworks for aerial imagery Sommer, L.; Steinmann, L.; Schumann, Arne; Beyerer, Jürgen	Konferenzbeitrag Conference Paper
2018	Towards Shortest Paths via Adiabatic Quantum Computing Bauckhage, Christian; Brito, Eduardo; Cvejoski, Kostadin; Ojeda, César; Schücker, Jannis; Sifa, Rafet	Konferenzbeitrag Conference Paper
2018	UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring Lyu, Siwei; Chang, Ming-Ching; Du, Dawei; Li, Wenbo; Wei, Yi; Coco, Marco Del; Carcagni, Pierluigi; Schumann, Arne; Munjal, Bharti; Dang, Dinh-Quoc-Trung; Choi, Doo-Hyun; Bochinski, Erik; Galasso, Fabio; Bunyak, Filiz; Seetharaman, Guna; Baek, Jang-Woon; Lee, Jong Taek; Palaniappan, Kannappan; Lim, Kil-Taek; Moon, Kiyoung; Kim, Kwang-Ju; Sommer, Lars; Brandlmaier, Meltem; Kang, Min-Sung; Jeon, Moongu; Al-Shakarji, Noor M.; Acatay, Oliver; Kim, Pyong-Kun; Amin, Sikandar; Sikora, Thomas; Dinh, Tien; Senst, Tobias; Che, Vu-Gia-Hy; Lim, Young-Chul; Song, Young-Min; Chung, Yun-Su	Konferenzbeitrag Conference Paper

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