← Search

Ebubekir Asan

2 accepted papers

2021

A Dataset for Provident Vehicle Detection at Night

IROS 2021poster

In current object detection, algorithms require the object to be directly visible in order to be detected. As humans, however, we intuitively use visual cues caused by the respective object to already make assumptions about its appearance. In the context of driving, such cues can be shadows during t…

Cited by 13SourcecodeScholar
2019

Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components

NeurIPS 2019poster

Abstract Neural networks are state-of-the-art classification approaches but are generally difficult to interpret. This issue can be partly alleviated by constructing a precise decision process within the neural network. In this work, a network architecture, denoted as Classification-By-Components ne…