Simulating neuroprosthetic vision for emotion recognition

Caroline J.M. Bollen; Umut Guclu; Richard J.A. Van Wezel; Marcel A.J. Van Gerven; Yagmur Gucluturk

doi:10.1109/ACIIW.2019.8925229

Simulating neuroprosthetic vision for emotion recognition

Caroline J.M. Bollen
, Umut Guclu
, Richard J.A. Van Wezel
, Marcel A.J. Van Gerven
, Yagmur Gucluturk

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

8 Citations (Scopus)

Abstract

We developed a phosphene vision simulator to assist in the development of image processing strategies for implementation in visual prosthetics. This simulation runs on a mobile phone, which can be placed in an AR headset to provide the experience of having prosthetic phosphene vision to individuals with normal vision. This setup allows the participants to experience the future of cortical visual neuroprostheses, while allowing us to evaluate and compare different signal processing algorithms to provide guidelines for the optimal perceptual experience. In this demo we will show how intelligent algorithms can improve the quality of perception with prosthetic vision with an image processing pipeline that allows for accurate emotion expression recognition.

Original language	English
Title of host publication	2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2019
Place of Publication	Piscataway, NJ
Publisher	IEEE
Pages	85-87
Number of pages	3
ISBN (Electronic)	978-1-7281-3891-6
ISBN (Print)	978-1-7281-3892-3
DOIs	https://doi.org/10.1109/ACIIW.2019.8925229
Publication status	Published - Sept 2019
Externally published	Yes
Event	8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019 - Cambridge, United Kingdom Duration: 3 Sept 2019 → 6 Sept 2019 Conference number: 8 http://acii-conf.org/2019/

Conference

Conference	8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019
Abbreviated title	ACII
Country/Territory	United Kingdom
City	Cambridge
Period	3/09/19 → 6/09/19
Internet address	http://acii-conf.org/2019/

Keywords

augmented reality
emotion recognition
facial landmark detection
phosphene vision
visual neuroprosthetics

Access to Document

10.1109/ACIIW.2019.8925229

Cite this

@inproceedings{749174c97022480abcccdec0beb3b68c,

title = "Simulating neuroprosthetic vision for emotion recognition",

abstract = "We developed a phosphene vision simulator to assist in the development of image processing strategies for implementation in visual prosthetics. This simulation runs on a mobile phone, which can be placed in an AR headset to provide the experience of having prosthetic phosphene vision to individuals with normal vision. This setup allows the participants to experience the future of cortical visual neuroprostheses, while allowing us to evaluate and compare different signal processing algorithms to provide guidelines for the optimal perceptual experience. In this demo we will show how intelligent algorithms can improve the quality of perception with prosthetic vision with an image processing pipeline that allows for accurate emotion expression recognition.",

keywords = "augmented reality, emotion recognition, facial landmark detection, phosphene vision, visual neuroprosthetics",

author = "Bollen, \{Caroline J.M.\} and Umut Guclu and \{Van Wezel\}, \{Richard J.A.\} and \{Van Gerven\}, \{Marcel A.J.\} and Yagmur Gucluturk",

year = "2019",

month = sep,

doi = "10.1109/ACIIW.2019.8925229",

language = "English",

isbn = "978-1-7281-3892-3",

pages = "85--87",

booktitle = "2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2019",

publisher = "IEEE",

address = "United States",

note = "8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019, ACII ; Conference date: 03-09-2019 Through 06-09-2019",

url = "http://acii-conf.org/2019/",

}

Bollen, CJM, Guclu, U, Van Wezel, RJA, Van Gerven, MAJ & Gucluturk, Y 2019, Simulating neuroprosthetic vision for emotion recognition. in 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2019., 8925229, IEEE, Piscataway, NJ, pp. 85-87, 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019, Cambridge, United Kingdom, 3/09/19. https://doi.org/10.1109/ACIIW.2019.8925229

Simulating neuroprosthetic vision for emotion recognition. / Bollen, Caroline J.M.; Guclu, Umut; Van Wezel, Richard J.A. et al.
2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2019. Piscataway, NJ: IEEE, 2019. p. 85-87 8925229.

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

TY - GEN

T1 - Simulating neuroprosthetic vision for emotion recognition

AU - Bollen, Caroline J.M.

AU - Guclu, Umut

AU - Van Wezel, Richard J.A.

AU - Van Gerven, Marcel A.J.

AU - Gucluturk, Yagmur

N1 - Conference code: 8

PY - 2019/9

Y1 - 2019/9

N2 - We developed a phosphene vision simulator to assist in the development of image processing strategies for implementation in visual prosthetics. This simulation runs on a mobile phone, which can be placed in an AR headset to provide the experience of having prosthetic phosphene vision to individuals with normal vision. This setup allows the participants to experience the future of cortical visual neuroprostheses, while allowing us to evaluate and compare different signal processing algorithms to provide guidelines for the optimal perceptual experience. In this demo we will show how intelligent algorithms can improve the quality of perception with prosthetic vision with an image processing pipeline that allows for accurate emotion expression recognition.

AB - We developed a phosphene vision simulator to assist in the development of image processing strategies for implementation in visual prosthetics. This simulation runs on a mobile phone, which can be placed in an AR headset to provide the experience of having prosthetic phosphene vision to individuals with normal vision. This setup allows the participants to experience the future of cortical visual neuroprostheses, while allowing us to evaluate and compare different signal processing algorithms to provide guidelines for the optimal perceptual experience. In this demo we will show how intelligent algorithms can improve the quality of perception with prosthetic vision with an image processing pipeline that allows for accurate emotion expression recognition.

KW - augmented reality

KW - emotion recognition

KW - facial landmark detection

KW - phosphene vision

KW - visual neuroprosthetics

U2 - 10.1109/ACIIW.2019.8925229

DO - 10.1109/ACIIW.2019.8925229

M3 - Conference contribution

SN - 978-1-7281-3892-3

SP - 85

EP - 87

BT - 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2019

PB - IEEE

CY - Piscataway, NJ

T2 - 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019

Y2 - 3 September 2019 through 6 September 2019

ER -

Simulating neuroprosthetic vision for emotion recognition

Abstract

Conference

Keywords

Access to Document

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Cite this