Digital Library University of West Bohemia

Welcome to website Digital Library University of West Bohemia in Pilsen. Institutional repository, which administrate University library serve for storing and searching full texts of academic worker and students of university by mode open access.

Recent Submissions

Wallelign, Serawork , Polceanu, Mihai , Jemal, Towfik , Buche, Cédric
Coffee Grading with Convolutional Neural Networks using Small Datasets with High Variance

Convolutional Neural Networks (CNNs) have been established as a powerful class of models for image recognition problems. Despite their success in other areas, CNNs have been applied only for very limited agricultural applications due to the need for large datasets. The aim of this&...

Rotger, Gemma , Moreno-Noguer, Francesc , Lumbreras, Felipe , Agudo, Antonio
Detailed 3D Face Reconstruction from a Single RGB Image

This paper introduces a method to obtain a detailed 3D reconstruction of facial skin from a single RGB image. To this end, we propose the exclusive use of an input image without requiring any information about the observed material nor training data to model the wrinkle&#...

Cibulski, Lena , May, Thorsten , Preim, Bernhard , Bernard, Jürgen , Kohlhammer, Jörn
Visualizing Time Series Consistency for Feature Selection

Feature selection is an effective technique to reduce dimensionality, for example when the condition of a system is to be understood from multivariate observations. The selection of variables often involves a priori assumptions about underlying phenomena. To avoid the associated uncertainty, ...

Listemann, Marc , Trapp, Matthias , Döllner, Jürgen
Lens-based Focus+Context Visualization Techniques for Interactive Exploration of Web-based Reachability Maps

Reachability maps are powerful means to help making location-based decisions, such as choosing convenient sites for subsidiaries or planning vacation trips. Existing visualization approaches, however, introduce drawbacks concerning an effective acquisition of relevant information and an efficient data proc...

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