5 citations · 12 across the 9 of their papers we have counts for
9 papers
Centering Ecological Goals in Automated Identification of Individual Animals
Lukas Picek, Timm Haucke, Lukáš Adam +16
Recognizing individual animals over time is central to many ecological and conservation questions, including estimating abundance, survival, movement, and social structure. Recent…
ACCIDENT: A Benchmark Dataset for Vehicle Accident Detection from Traffic Surveillance Videos
Lukas Picek, Michal Čermák, Marek Hanzl +1
We introduce ACCIDENT, a benchmark dataset for traffic accident detection in CCTV footage, designed to evaluate models in supervised (IID and OOD) and zero-shot settings, reflectin…
CzechLynx: A Dataset for Individual Identification and Pose Estimation of the Eurasian Lynx
Lukas Picek, Elisa Belotti, Michal Bojda +14
We introduce CzechLynx, the first large-scale, open-access dataset for individual identification, pose estimation, and instance segmentation of the Eurasian lynx (Lynx lynx). Czech…
Zero-shot Hazard Identification in Autonomous Driving: A Case Study on the COOOL Benchmark
Lukas Picek, Vojtěch Čermák, Marek Hanzl
This paper presents our submission to the COOOL competition, a novel benchmark for detecting and classifying out-of-label hazards in autonomous driving. Our approach integrates div…
WildlifeReID-10k: Wildlife re-identification dataset with 10k individual animals
Lukáš Adam, Vojtěch Čermák, Kostas Papafitsoros +1
This paper introduces WildlifeReID-10k, a new large-scale re-identification benchmark with more than 10k animal identities of around 33 species across more than 140k images, re-sam…
WildlifeDatasets: An open-source toolkit for animal re-identification
Vojtěch Čermák, Lukas Picek, Lukáš Adam +1
In this paper, we present WildlifeDatasets (https://github.com/WildlifeDatasets/wildlife-datasets) - an open-source toolkit intended primarily for ecologists and computer-vision /…
SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification
Lukáš Adam, Vojtěch Čermák, Kostas Papafitsoros +1
This paper introduces the first public large-scale, long-span dataset with sea turtle photographs captured in the wild -- SeaTurtleID2022 (https://www.kaggle.com/datasets/wildlifed…
SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification
Lukáš Adam, Vojtěch Čermák, Kostas Papafitsoros +1
This paper introduces the first public large-scale, long-span dataset with sea turtle photographs captured in the wild -- \href{https://www.kaggle.com/datasets/wildlifedatasets/sea…
Adversarial examples by perturbing high-level features in intermediate decoder layers
Vojtěch Čermák, Lukáš Adam
We propose a novel method for creating adversarial examples. Instead of perturbing pixels, we use an encoder-decoder representation of the input image and perturb intermediate laye…