Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings

Lydia Gauerhof; Richard David Hawkins; Chiara Picardi; Colin Paterson; Yuki Hagiwara; Ibrahim Habli

doi:10.1007/978-3-030-54549-9_13

Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings

Lydia Gauerhof, Richard David Hawkins, Chiara Picardi, Colin Paterson, Yuki Hagiwara, Ibrahim Habli

Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Computer Safety, Reliability, and Security
Subtitle of host publication	39th International Conference, SAFECOMP 2020, Lisbon, Portugal, September 16–18, 2020, Proceedings
Publisher	Springer
Pages	197-212
ISBN (Electronic)	978-3-030-54549-9
ISBN (Print)	978-3-030-54548-2
DOIs	https://doi.org/10.1007/978-3-030-54549-9_13
Publication status	Published - 31 Jul 2020

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	12234

Access to Document

10.1007/978-3-030-54549-9_13

paper_78

Cite this

Gauerhof, L., Hawkins, R. D., Picardi, C., Paterson, C., Hagiwara, Y., & Habli, I. (2020). Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings. In Computer Safety, Reliability, and Security: 39th International Conference, SAFECOMP 2020, Lisbon, Portugal, September 16–18, 2020, Proceedings (pp. 197-212). (Lecture Notes in Computer Science; Vol. 12234). Springer. https://doi.org/10.1007/978-3-030-54549-9_13

@inproceedings{2a569939a56240be953efdfa1003963c,

title = "Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings",

author = "Lydia Gauerhof and Hawkins, {Richard David} and Chiara Picardi and Colin Paterson and Yuki Hagiwara and Ibrahim Habli",

year = "2020",

month = jul,

day = "31",

doi = "10.1007/978-3-030-54549-9_13",

language = "English",

isbn = "978-3-030-54548-2",

series = "Lecture Notes in Computer Science",

publisher = "Springer",

pages = "197--212",

booktitle = "Computer Safety, Reliability, and Security",

address = "Germany",

}

Gauerhof, L, Hawkins, RD , Picardi, C , Paterson, C, Hagiwara, Y & Habli, I 2020, Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings. in Computer Safety, Reliability, and Security: 39th International Conference, SAFECOMP 2020, Lisbon, Portugal, September 16–18, 2020, Proceedings. Lecture Notes in Computer Science, vol. 12234, Springer, pp. 197-212. https://doi.org/10.1007/978-3-030-54549-9_13

Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings. / Gauerhof, Lydia; Hawkins, Richard David ; Picardi, Chiara et al.
Computer Safety, Reliability, and Security: 39th International Conference, SAFECOMP 2020, Lisbon, Portugal, September 16–18, 2020, Proceedings. Springer, 2020. p. 197-212 (Lecture Notes in Computer Science; Vol. 12234).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings

AU - Gauerhof, Lydia

AU - Hawkins, Richard David

AU - Picardi, Chiara

AU - Paterson, Colin

AU - Hagiwara, Yuki

AU - Habli, Ibrahim

PY - 2020/7/31

Y1 - 2020/7/31

U2 - 10.1007/978-3-030-54549-9_13

DO - 10.1007/978-3-030-54549-9_13

M3 - Conference contribution

SN - 978-3-030-54548-2

T3 - Lecture Notes in Computer Science

SP - 197

EP - 212

BT - Computer Safety, Reliability, and Security

PB - Springer

ER -

Gauerhof L, Hawkins RD , Picardi C , Paterson C, Hagiwara Y, Habli I. Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings. In Computer Safety, Reliability, and Security: 39th International Conference, SAFECOMP 2020, Lisbon, Portugal, September 16–18, 2020, Proceedings. Springer. 2020. p. 197-212. (Lecture Notes in Computer Science). doi: 10.1007/978-3-030-54549-9_13