Auflistung nach Schlagwort "Learning systems"

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  • Analysis of UAV-acquired wetland orthomosaics using GIS, computer vision, computational topology and deep learning 
    Kentsch, Sarah; Cabezas, Mariano; Tomhave, Luca; Groß, Jens; Burkhard, Benjamin; Caceres, Maximo Larry Lopez; Waki, Katsushi; Diez, Yago (Basel : MDPI AG, 2021)
    Invasive blueberry species endanger the sensitive environment of wetlands and protection laws call for management measures. Therefore, methods are needed to identify blueberry bushes, locate them, and characterise their ...
  • Annotation tool for enhancing e-learning courses 
    Pereira Nunes, Bernardo; Kawase, Ricardo; Dietze, Stefan; Bernardino De Campos, Gilda Helena; Nejdl, Wolfgang (Heidelberg : Springer Verlag, 2012)
    One of the most popular forms of learning is through reading and for years we have used hard copy documents as the main material to learn. With the advent of the Internet and the fast development of new technologies, new ...
  • Answering confucius: The reason why we complicate 
    Pereira Nunes, Bernardo; Pedrosa, Stella; Kawase, Ricardo; Alrifai, Mohammad; Marenzi, Ivana; Dietze, Stefan; Casanova, Marco Antonio (Heidelberg : Springer Verlag, 2013)
    Learning is a level-progressing process. In any field of study, one must master basic concepts to understand more complex ones. Thus, it is important that during the learning process learners are presented and challenged ...
  • Feature descriptor by convolution and pooling autoencoders 
    Chen, Lin; Rottensteiner, Franz; Heipke, Christian (Göttingen : Copernicus GmbH, 2015)
    In this paper we present several descriptors for feature-based matching based on autoencoders, and we evaluate the performance of these descriptors. In a training phase, we learn autoencoders from image patches extracted ...
  • Hand hygiene monitoring based on segmentation of interacting hands with convolutional networks 
    Dietz, Armin; Pösch, Andreas; Reithmeier, Eduard (Bellingham, Wash. : SPIE, 2018)
    The number of health-care associated infections is increasing worldwide. Hand hygiene has been identified as one of the most crucial measures to prevent bacteria from spreading. However, compliance with recommended procedures ...
  • Identification of similarities and prediction of unknown features in an urban street network 
    Feuerhake, Udo; Wage, O.; Sester, M.; Tempelmeier, N.; Nejdl, W.; Demidova, E. (Göttingen : Copernicus GmbH, 2018)
    Accurate predictions of the characteristics of urban streets in particular with respect to the typical traffic situations are crucial for numerous real world applications such as navigation, scheduling of logistic and ...
  • Machine Learning Approach for Optimization of Automated Fiber Placement Processes 
    Brüning, J.; Denkena, Berend; Dittrich, Marc-André; Hocke, T. (Amsterdam : Elsevier, 2017)
    Automated Fiber Placement (AFP) processes are commonly deployed in manufacturing of lightweight structures made of carbon fibre reinforced polymer. In general, AFP is connected to individual manufacturing knowledge during ...
  • Resource management for model learning at entity level 
    Beyer, Christian; Unnikrishnan, Vishnu; Brüggemann, Robert; Toulouse, Vincent; Omar, Hafez Kader; Ntoutsi, Eirini; Spiliopoulou, Myra (Berlin : Springer, 2020)
    Many current and future applications plan to provide entity-specific predictions. These range from individualized healthcare applications to user-specific purchase recommendations. In our previous stream-based work on ...