Conference item icon

Conference item

NightOwls: a pedestrians at night dataset

Abstract:

We introduce a comprehensive public dataset, NightOwls, for pedestrian detection at night. In comparison to daytime conditions, pedestrian detection at night is more challenging due to variable and low illumination, reflections, blur, and changing contrast.

NightOwls consists of 279k frames in 40 sequences recorded at night across 3 countries by an industry-standard camera, including different seasons and weather conditions. All the frames are fully annotated and contain additional ...

Expand abstract
Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted Manuscript

Actions


Access Document


Files:
Publisher copy:
10.1007/978-3-030-20887-5_43

Authors


More by this author
Institution:
University of Oxford
Division:
MPLS Division
Department:
Engineering Science
Role:
Author
Expand authors...
Publisher:
Springer, Cham Publisher's website
Volume:
11361
Pages:
691-705
Series:
Lecture Notes in Computer Science
Publication date:
2019-05-28
Acceptance date:
2018-09-21
DOI:
ISSN:
0302-9743
Pubs id:
pubs:950854
URN:
uri:48f374c8-eac3-4a98-8628-92039a76c17b
UUID:
uuid:48f374c8-eac3-4a98-8628-92039a76c17b
Local pid:
pubs:950854
ISBN:
978-3-030-20887-5

Terms of use


Metrics


Views and Downloads






If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP