| Field | Value |
|---|---|
Title |
Detection and tracking of belugas, kayaks and motorized boats in drone video using deep learning |
Abstract |
|
Publication general type |
journal article |
Project Name |
[] |
Keyword Vocabulary |
Polar Data Catalogue |
Keyword Vocabulary URL |
|
Theme |
|
Title |
Freshwater |
URL |
https://canwin-datahub.ad.umanitoba.ca/data/en/group/freshwater |
Version |
1.0 |
Publisher |
Drone Systems and Applications |
Date Published |
2022 |
DOI |
10.1139/juvs-2021-0024 |
Authors |
|
Authors 1 |
|
Author Name |
Harasyn, Madison |
Type of Name |
Personal |
Affiliation |
Centre for Earth Observation Science - University of Manitoba |
ORCID ID |
https://orcid.org/0000-0002-5741-6766 |
ORCID |
|
http://orcid.org/ |
|
Authors 2 |
|
Author Name |
Chan, Wayne |
Type of Name |
Personal |
Affiliation |
Centre for Earth Observation Science - University of Manitoba |
ORCID ID |
|
|
|
|
|
Authors 3 |
|
Author Name |
Ausen, Emma |
Type of Name |
Personal |
Affiliation |
Centre for Earth Observation Science - University of Manitoba |
ORCID ID |
|
|
|
|
|
Authors 4 |
|
Author Name |
Barber, David |
Type of Name |
Personal |
Affiliation |
Centre for Earth Observation Science - University of Manitoba |
ORCID ID |
0000-0001-9466-3291 |
ORCID |
|
http://orcid.org/ |
|
License Name |
Creative Commons Attribution 4.0 International |
Licence Type |
Open |
CC-BY-4.0 |
|
Licence Schema Name |
SPDX |
Licence URL |
|
Awards |
|
Related Resources |
|
Language |
English |
| Field | Value |
|---|---|
URL |
https://canwin-datahub.ad.umanitoba.ca/data/dataset/54b0d7a1-8536-4d40-b1bb-daad81805f43/resource/5bcbb0bc-425b-4fad-b7ff-4c8599043dcf/download/juvs-2021-0024.pdf |
Name |
Detection and tracking of belugas, kayaks and motorized boats in drone video using deep learning |
Description |
Churchill Beluga Boat Drone Imagery related journal article published in Drone Systems and Applications. DOI: https://doi.org/10.1139/juvs-2021-0024 |
Format |
|
Resource Category |
supplemental |
URL |
https://canwin-datahub.ad.umanitoba.ca/data/publication/beluga-graphic-novel/resource/58aed159-4a62-4c2b-9978-967ad5f356a6 |
Name |
One Beluga, Two Beluga, Three Beluga, Four: How to Count Belugas When You Run Out of Fingers and Toes |
Description |
Researchers at CEOS are often asked to write a field story about their work, to make their research more accessible. We decided to do something a little different for our work on applying machine learning to detecting and tracking beluga whales: we are presenting it as a comic-book style video! |
Format |
|
Resource Category |
supplemental |
| Field | Value |
|---|---|
Title |
Churchill Beluga Boat Drone Imagery |
URL |
https://canwin-datahub.ad.umanitoba.ca/data/en/dataset/churchill-beluga-boat-drone-imagery |