Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction

Arne Robben; Nikolay Chumerin; Nikolay V. Manyakov; Adrien Combaz; Marijn van Vliet; Marc M. Van Hulle

doi:10.1109/MLSP.2011.6064548

Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction

Arne Robben^*, Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Marijn van Vliet, Marc M. Van Hulle

^*Corresponding author for this work

Not published at Aalto University

KU Leuven

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

1 Citation (Scopus)

Abstract

In this paper, we present an application that is a synergy of two research disciplines: visual object detection (and localization) and brain-computer interfacing. The goal is to construct an alternative way for a person to select real objects in the environment, without using speech, or any other form of muscular activity. Due to the latter, our application is potentially useful for patients that suffer from severe motor impairments since it would enable them to engage in a high-level interaction process with objects.

Original language	English
Title of host publication	2011 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2011
DOIs	https://doi.org/10.1109/MLSP.2011.6064548
Publication status	Published - 5 Dec 2011
MoE publication type	A4 Conference publication
Event	IEEE International Workshop on Machine Learning for Signal Processing - Beijing, China Duration: 18 Sept 2011 → 21 Sept 2011 Conference number: 21

Workshop

Workshop	IEEE International Workshop on Machine Learning for Signal Processing
Abbreviated title	MLSP
Country/Territory	China
City	Beijing
Period	18/09/2011 → 21/09/2011

Access to Document

10.1109/MLSP.2011.6064548

OpenUrl availability

Full text

Cite this

Robben, A., Chumerin, N., Manyakov, N. V., Combaz, A., van Vliet, M., & Van Hulle, M. M. (2011). Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction. In 2011 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2011 Article 6064548 https://doi.org/10.1109/MLSP.2011.6064548

@inproceedings{c2510e2e60da40a5bf8d276e10d821b9,

title = "Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction",

abstract = "In this paper, we present an application that is a synergy of two research disciplines: visual object detection (and localization) and brain-computer interfacing. The goal is to construct an alternative way for a person to select real objects in the environment, without using speech, or any other form of muscular activity. Due to the latter, our application is potentially useful for patients that suffer from severe motor impairments since it would enable them to engage in a high-level interaction process with objects.",

author = "Arne Robben and Nikolay Chumerin and Manyakov, {Nikolay V.} and Adrien Combaz and {van Vliet}, Marijn and {Van Hulle}, {Marc M.}",

year = "2011",

month = dec,

day = "5",

doi = "10.1109/MLSP.2011.6064548",

language = "English",

isbn = "9781457716232",

booktitle = "2011 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2011",

note = "IEEE International Workshop on Machine Learning for Signal Processing, MLSP ; Conference date: 18-09-2011 Through 21-09-2011",

}

Robben, A, Chumerin, N, Manyakov, NV, Combaz, A, van Vliet, M & Van Hulle, MM 2011, Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction. in 2011 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2011., 6064548, IEEE International Workshop on Machine Learning for Signal Processing, Beijing, China, 18/09/2011. https://doi.org/10.1109/MLSP.2011.6064548

Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction. / Robben, Arne; Chumerin, Nikolay; Manyakov, Nikolay V. et al.
2011 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2011. 2011. 6064548.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Combining object detection and brain computer interfacing

T2 - IEEE International Workshop on Machine Learning for Signal Processing

AU - Robben, Arne

AU - Chumerin, Nikolay

AU - Manyakov, Nikolay V.

AU - Combaz, Adrien

AU - van Vliet, Marijn

AU - Van Hulle, Marc M.

N1 - Conference code: 21

PY - 2011/12/5

Y1 - 2011/12/5

N2 - In this paper, we present an application that is a synergy of two research disciplines: visual object detection (and localization) and brain-computer interfacing. The goal is to construct an alternative way for a person to select real objects in the environment, without using speech, or any other form of muscular activity. Due to the latter, our application is potentially useful for patients that suffer from severe motor impairments since it would enable them to engage in a high-level interaction process with objects.

AB - In this paper, we present an application that is a synergy of two research disciplines: visual object detection (and localization) and brain-computer interfacing. The goal is to construct an alternative way for a person to select real objects in the environment, without using speech, or any other form of muscular activity. Due to the latter, our application is potentially useful for patients that suffer from severe motor impairments since it would enable them to engage in a high-level interaction process with objects.

UR - http://www.scopus.com/inward/record.url?scp=82455210567&partnerID=8YFLogxK

U2 - 10.1109/MLSP.2011.6064548

DO - 10.1109/MLSP.2011.6064548

M3 - Conference contribution

AN - SCOPUS:82455210567

SN - 9781457716232

BT - 2011 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2011

Y2 - 18 September 2011 through 21 September 2011

ER -

Combining object detection and brain computer interfacing: Towards a new way of subject-environment interaction

Abstract

Workshop

Access to Document

OpenUrl availability

Other files and links

Fingerprint

Cite this