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Arda Inceoglu

3 accepted papers

2021

FINO-Net: A Deep Multimodal Sensor Fusion Framework for Manipulation Failure Detection

IROS 2021poster

We need robots more aware of the unintended outcomes of their actions for ensuring safety. This can be achieved by an onboard failure detection system to monitor and detect such cases. Onboard failure detection is challenging with a limited set of onboard sensor setup due to the limitations of sensi…

Cited by 29SourcecodeScholar
2018

Failure Detection Using Proprioceptive, Auditory and Visual Modalities

IROS 2018poster

Handling safety is crucial to achieve lifelong autonomy for robots. Unsafe situations might arise during manipulation in unstructured environments due to noises in sensory feedback, improper action parameters, hardware limitations or external factors. In order to assure safety, continuous execution…

Cited by 17SourceScholar