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Ferenc Balint-Benczedi

3 accepted papers

2020

RobotVQA — A Scene-Graph- and Deep-Learning-based Visual Question Answering System for Robot Manipulation

IROS 2020poster

Visual robot perception has been challenging to successful robot manipulation in noisy, cluttered and dynamic environments. While some perception systems fail to provide an adequate semantics of the scene, others fail to present appropriate learning models and training data. Another major issue enco…

Cited by 33SourceScholar
2016

Open robotics research using web-based knowledge services

ICRA 2016

In this paper we discuss how the combination of modern technologies in “big data” storage and management, knowledge representation and processing, cloud-based computation, and web technology can help the robotics community to establish and strengthen an open research discipline. We describe how we m

Cited by 22SourceScholar
2016

Scaling perception towards autonomous object manipulation - in knowledge lies the power

ICRA 2016

Mobile robots operating in a human environment face the challenge of recognizing objects that possess a multitude of different visual characteristics, affordances, and are found in visually challenging scenes. Because of this, perceptual capabilities of such robots need to go beyond detection or cat

Cited by 9SourceScholar