output
20122026
most citedA Survey on the Explainability of Supervised Machine Learning

984 citations

Showing 2018Show all

6 papers · 1 filter

cs.DS2018★ 1 cited

Aesthetic Discrimination of Graph Layouts

Moritz Klammler, Tamara Mchedlidze, Alexey Pak

This paper addresses the following basic question: given two layouts of the same graph, which one is more aesthetically pleasing? We propose a neural network-based discriminator mo…

cs.CV2018★ 11 cited

Real-time on-board obstacle avoidance for UAVs based on embedded stereo vision

Boitumelo Ruf, Sebastian Monka, Matthias Kollmann +1

In order to improve usability and safety, modern unmanned aerial vehicles (UAVs) are equipped with sensors to monitor the environment, such as laser-scanners and cameras. One impor…

cs.CV2018★ 2 cited

A Systematic Evaluation of Recent Deep Learning Architectures for Fine-Grained Vehicle Classification

Krassimir Valev, Arne Schumann, Lars Sommer +1

Fine-grained vehicle classification is the task of classifying make, model, and year of a vehicle. This is a very challenging task, because vehicles of different types but similar…

cs.CV2018★ 2 cited

Deep cross-domain building extraction for selective depth estimation from oblique aerial imagery

Boitumelo Ruf, Laurenz Thiel, Martin Weinmann

With the technological advancements of aerial imagery and accurate 3d reconstruction of urban environments, more and more attention has been paid to the automated analyses of urban…

eess.SP2018

Improved Time of Arrival measurement model for non-convex optimization with noisy data

Juri Sidorenko, Leo Doktorski, Volker Schatz +2

The quadratic system provided by the Time of Arrival technique can be solved analytical or by optimization algorithms. In real environments the measurements are always corrupted by…

eess.SP2018★ 5 cited

Multilateration of the Local Position Measurement

Juri Sidorenko, Norbert Scherer-Negenborn, Eckart Michaelsen +1

The Local Position Measurement system (LPM) is one of the most precise systems for 3D position estimation. It is able to operate in- and outdoor and updates at a rate up to 1000 me…