SealID: Saimaa ringed seal re-identification dataset

E Nepovinnykh, T Eerola, V Biard, P Mutka, M Niemi… - Sensors, 2022 - mdpi.com
Wildlife camera traps and crowd-sourced image material provide novel possibilities to
monitor endangered animal species. The massive data volumes call for automatic methods …

Siamese network based pelage pattern matching for ringed seal re-identification

E Nepovinnykh, T Eerola… - Proceedings of the …, 2020 - openaccess.thecvf.com
In this paper we propose a method to match pelage patterns of the Saimaa ringed seals
enabling the re-identification of individuals. First, the pelage pattern is extracted from the …

Growth and opportunities for drone surveillance in pinniped research

GD Larsen, DW Johnston - Mammal Review, 2024 - Wiley Online Library
Pinniped species undergo uniquely amphibious life histories that make them valuable
subjects for many domains of research. Pinniped research has often progressed hand‐in …

NORPPA: Novel ringed seal re-identification by pelage pattern aggregation

E Nepovinnykh, T Eerola… - Proceedings of the …, 2024 - openaccess.thecvf.com
We propose a method for Saimaa ringed seal re-identification. Access to large image
volumes through camera trapping and crowdsourcing provides novel possibilities for animal …

Robust re-identification of manta rays from natural markings by learning pose invariant embeddings

O Moskvyak, F Maire, F Dayoub… - 2021 Digital Image …, 2021 - ieeexplore.ieee.org
Visual re-identification of individual animals that bear unique natural body markings is an
essential task in wildlife conservation. The photo databases of animal markings grow with …

Species-Agnostic Patterned Animal Re-identification by Aggregating Deep Local Features

E Nepovinnykh, I Chelak, T Eerola, V Immonen… - International Journal of …, 2024 - Springer
Access to large image volumes through camera traps and crowdsourcing provides novel
possibilities for animal monitoring and conservation. It calls for automatic methods for …

Similarity learning networks for animal individual re-identification: an ecological perspective

S Schneider, GW Taylor, SC Kremer - Mammalian Biology, 2022 - Springer
The ability for researchers to re-identify animal individuals upon re-encounter is fundamental
for the study of population dynamics, community, and behavioural ecology. Animal re …

Matching individual Ladoga ringed seals across short-term image sequences

E Nepovinnykh, I Chelak, A Lushpanov, T Eerola… - Mammalian …, 2022 - Springer
Automated wildlife reidentification has attracted increasing attention in recent years as it
provides a non-invasive tool to identify and to track individual wild animals over time. In this …

Re-identification of saimaa ringed seals from image sequences

E Nepovinnykh, A Vilkman, T Eerola… - … conference on image …, 2023 - Springer
Automatic game cameras are commonly used for monitoring wildlife as they allow to
document of the activity of animals in a non-invasive manner. By utilizing a large number of …

Automatic individual identification of patterned solitary species based on unlabeled video data

V Suessle, M Arandjelovic, AK Kalan, A Agbor… - arXiv preprint arXiv …, 2023 - arxiv.org
The manual processing and analysis of videos from camera traps is time-consuming and
includes several steps, ranging from the filtering of falsely triggered footage to identifying …