457 citations
- Max Planck Institute for Radio AstronomyDE14 papers
- University of SiegenDE9 papers
- University of CologneDE8 papers
- Centre National de la Recherche ScientifiqueFR6 papers
- Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)DE5 papers
- Ruhr University BochumDE5 papers
- Université de LorraineFR5 papers
- University of BonnDE5 papers
- University of BremenDE5 papers
- Fraunhofer Institute for Algorithms and Scientific ComputingDE4 papers
- Fraunhofer Institute for Applied Information TechnologyDE4 papers
- Fraunhofer Institute for Intelligent Analysis and Information SystemsDE4 papers
5 papers · 1 filter
HyenaPixel: Global Image Context with Convolutions
Julian Spravil, Sebastian Houben, Sven Behnke
In computer vision, a larger effective receptive field (ERF) is associated with better performance. While attention natively supports global context, its quadratic complexity limit…
Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition
Alan Preciado-Grijalva, Venkata Santosh Sai Ramireddy Muthireddy
It has been well proved that deep networks are efficient at extracting features from a given (source) labeled dataset. However, it is not always the case that they can generalize w…
Perception for Autonomous Systems (PAZ)
Octavio Arriaga, Matias Valdenegro-Toro, Mohandass Muthuraja +2
In this paper we introduce the Perception for Autonomous Systems (PAZ) software library. PAZ is a hierarchical perception library that allow users to manipulate multiple levels of…
Real-time Convolutional Neural Networks for Emotion and Gender Classification
Octavio Arriaga, Matias Valdenegro-Toro, Paul Plöger
In this paper we propose an implement a general convolutional neural network (CNN) building framework for designing real-time CNNs. We validate our models by creating a real-time v…
On Recognizing Transparent Objects in Domestic Environments Using Fusion of Multiple Sensor Modalities
Alexander Hagg, Frederik Hegger, Paul Plöger
Current object recognition methods fail on object sets that include both diffuse, reflective and transparent materials, although they are very common in domestic scenarios. We show…