Deep Learning Methods and Applications for Animal Re-Identification


Re-Identification of Zebrafish using Metric Learning
Joakim Bruslund Haurum,
Anastasija Karpova,
Malte Pedersen,
Stefan Hein Bengtson,
Thomas B. Moeslund
[pdf]
[bibtex]
@InProceedings{Haurum_2020_WACV_Workshops,
author = {Bruslund Haurum, Joakim and Karpova, Anastasija and Pedersen, Malte and Hein Bengtson, Stefan and Moeslund, Thomas B.},
title = {Re-Identification of Zebrafish using Metric Learning},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision (WACV) Workshops},
month = {March},
year = {2020}
}

Learning Landmark Guided Embeddings for Animal Re-identification
Olga Moskvyak,
Frederic Maire,
Feras Dayoub,
Mahsa Baktashmotlagh
[pdf]
[bibtex]
@InProceedings{Moskvyak_2020_WACV_Workshops,
author = {Moskvyak, Olga and Maire, Frederic and Dayoub, Feras and Baktashmotlagh, Mahsa},
title = {Learning Landmark Guided Embeddings for Animal Re-identification},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision (WACV) Workshops},
month = {March},
year = {2020}
}

CAFM: A 3D Morphable Model for Animals
Yifan Sun,
Noboru Murata
[pdf]
[bibtex]
@InProceedings{Sun_2020_WACV_Workshops,
author = {Sun, Yifan and Murata, Noboru},
title = {CAFM: A 3D Morphable Model for Animals},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision (WACV) Workshops},
month = {March},
year = {2020}
}

Siamese Network Based Pelage Pattern Matching for Ringed Seal Re-identification
Ekaterina Nepovinnykh,
Tuomas Eerola,
Heikki Kalviainen
[pdf]
[bibtex]
@InProceedings{Nepovinnykh_2020_WACV_Workshops,
author = {Nepovinnykh, Ekaterina and Eerola, Tuomas and Kalviainen, Heikki},
title = {Siamese Network Based Pelage Pattern Matching for Ringed Seal Re-identification},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision (WACV) Workshops},
month = {March},
year = {2020}
}

Bumblebee Re-Identification Dataset
Frederic Tausch,
Simon Stock,
Julian Fricke,
Olaf Klein
[pdf]
[bibtex]
@InProceedings{Tausch_2020_WACV_Workshops,
author = {Tausch, Frederic and Stock, Simon and Fricke, Julian and Klein, Olaf},
title = {Bumblebee Re-Identification Dataset},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision (WACV) Workshops},
month = {March},
year = {2020}
}

Fusing Animal Biometrics with Autonomous Robotics: Drone-based Search and Individual ID of Friesian Cattle (Extended Abstract)
William Andrew,
Colin Greatwood,
Tilo Burghardt
[pdf]
[bibtex]
@InProceedings{Andrew_2020_WACV_Workshops,
author = {Andrew, William and Greatwood, Colin and Burghardt, Tilo},
title = {Fusing Animal Biometrics with Autonomous Robotics: Drone-based Search and Individual ID of Friesian Cattle (Extended Abstract)},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision (WACV) Workshops},
month = {March},
year = {2020}
}

Similarity Learning Networks for Animal Individual Re-Identification - Beyond the Capabilities of a Human Observer
Stefan Schneider,
Graham W. Taylor,
Stefan C. Kremer
[pdf]
[bibtex]
@InProceedings{Schneider_2020_WACV_Workshops,
author = {Schneider, Stefan and Taylor, Graham W. and Kremer, Stefan C.},
title = {Similarity Learning Networks for Animal Individual Re-Identification - Beyond the Capabilities of a Human Observer},
booktitle = {The IEEE Winter Conference on Applications of Computer Vision (WACV) Workshops},
month = {March},
year = {2020}
}