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Journal Articles
- 2022
[j1]Lukás Picek
, Milan Sulc, Jirí Matas, Jacob Heilmann-Clausen, Thomas S. Jeppesen, Emil Lind:
Automatic Fungi Recognition: Deep Learning Meets Mycology. Sensors 22(2): 633 (2022)
Conference and Workshop Papers
- 2024
- [c33]Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Vincent Espitalier, Christophe Botella, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Milan Sulc, Marek Hrúz, Maximilien Servajean, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification. CLEF (2) 2024: 183-207 - [c32]Lukás Picek, Milan Sulc, Jirí Matas:
Overview of FungiCLEF 2024: Revisiting Fungi Species Recognition Beyond 0-1 Cost. CLEF (Working Notes) 2024: 1958-1965 - [c31]Lukás Picek, Christophe Botella, Maximilien Servajean, César Leblanc, Rémi Palard, Théo Larcher, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, Pierre Bonnet, Alexis Joly:
Overview of GeoLifeCLEF 2024: Species Composition Prediction with High Spatial Resolution at Continental Scale using Remote Sensing. CLEF (Working Notes) 2024: 1966-1977 - [c30]Lukás Picek, Marek Hrúz, Andrew M. Durso:
Overview of SnakeCLEF 2024: Revisiting Snake Species Identification in Medically Important Scenarios. CLEF (Working Notes) 2024: 1989-2000 - [c29]Alexis Joly, Lukás Picek, Stefan Kahl, Hervé Goëau, Vincent Espitalier, Christophe Botella, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Milan Sulc, Marek Hrúz, Maximilien Servajean, Jirí Matas, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Andrew M. Durso, Ivan Eggel, Pierre Bonnet, Henning Müller:
LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification. ECIR (6) 2024: 19-27 - [c28]Jakub Straka, Marek Hrúz, Lukás Picek:
The Hitchhiker's Guide to Endangered Species Pose Estimation. WACV (Workshops) 2024: 41-50 - [c27]Vojtech Cermák, Lukás Picek, Lukás Adam, Kostas Papafitsoros:
WildlifeDatasets: An open-source toolkit for animal re-identification. WACV 2024: 5941-5951 - [c26]Lukás Adam, Vojtech Cermák, Kostas Papafitsoros, Lukás Picek:
SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification. WACV 2024: 7131-7141 - 2023
- [c25]Alexis Joly, Christophe Botella, Lukás Picek, Stefan Kahl, Hervé Goëau, Benjamin Deneu, Diego Marcos, Joaquim Estopinan, César Leblanc, Théo Larcher, Rail Chamidullin, Milan Sulc, Marek Hrúz, Maximilien Servajean, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi. CLEF 2023: 416-439 - [c24]Marek Hanzl, Lukás Picek:
Predicting Risk of Multiple Sclerosis Worsening. CLEF (Working Notes) 2023: 1233-1245 - [c23]Lukás Picek, Milan Sulc, Rail Chamidullin, Jirí Matas:
Overview of FungiCLEF 2023: Fungi Recognition Beyond 1/0 Cost. CLEF (Working Notes) 2023: 1943-1953 - [c22]Lukás Picek, Rail Chamidullin, Marek Hrúz, Andrew M. Durso:
Overview of SnakeCLEF 2023: Snake Identification in Medically Important Scenarios. CLEF (Working Notes) 2023: 1982-1995 - [c21]Jirí Vyskocil, Lukás Picek:
VinVL+L: Enriching Visual Representation with Location Context in VQA. CVWW 2023 - [c20]Ivan Gruber, Lukás Picek, Miroslav Hlavác, Petr Neduchal, Marek Hrúz:
Improving Handwritten Cyrillic OCR by Font-Based Synthetic Text Generator. DIS 2023: 102-115 - [c19]Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Christophe Botella, Diego Marcos, Milan Sulc, Marek Hrúz, Titouan Lorieul, Sara Si-Moussi, Maximilien Servajean, Benjamin Kellenberger, Elijah Cole, Andrew Durso, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges. ECIR (3) 2023: 568-576 - 2022
- [c18]Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Amanda Navine, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Milan Sulc, Marek Hrúz:
Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. CLEF 2022: 257-285 - [c17]Lukás Picek, Marek Hrúz, Andrew M. Durso, Isabelle Bolon:
Overview of SnakeCLEF 2022: Automated Snake Species Identification on a Global Scale. CLEF (Working Notes) 2022: 1957-1969 - [c16]Lukás Picek, Milan Sulc, Jirí Matas, Jacob Heilmann-Clausen:
Overview of FungiCLEF 2022: Fungi Recognition as an Open Set Classification Problem. CLEF (Working Notes) 2022: 1970-1981 - [c15]Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Isabelle Bolon, Hervé Glotin, Robert Planqué, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller, Milan Sulc:
LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. ECIR (2) 2022: 390-399 - [c14]Lukás Picek, Adam Novozámský, Radmila C. Frydrychova, Barbara Zitová, Pavel Mach:
Monitoring of Varroa Infestation Rate in Beehives: A Simple AI Approach. ICIP 2022: 3341-3345 - [c13]Lukás Picek, Milan Sulc, Jirí Matas, Thomas S. Jeppesen, Jacob Heilmann-Clausen, Thomas Læssøe, Tobias Frøslev:
Danish Fungi 2020 - Not Just Another Image Recognition Dataset. WACV 2022: 3281-3291 - 2021
- [c12]Alexis Joly, Hervé Goëau, Stefan Kahl, Lukás Picek, Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Andrew Durso, Isabelle Bolon, Hervé Glotin, Robert Planqué, Rafael Luis Ruiz De Castaneda, Willem-Pier Vellinga, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. CLEF 2021: 371-393 - [c11]Jirí Vyskocil, Lukás Picek:
Improving web user interface element detection using Faster R-CNN. CLEF (Working Notes) 2021: 1375-1386 - [c10]Lukás Picek, Andrew Durso, Isabelle Bolon, Rafael Luis Ruiz De Castaneda:
Overview of SnakeCLEF 2021: Automatic Snake Species Identification with Country-Level Focus. CLEF (Working Notes) 2021: 1463-1476 - [c9]Rail Chamidullin, Milan Sulc, Jiri Matas, Lukás Picek:
A Deep Learning Method for Visual Recognition of Snake Species. CLEF (Working Notes) 2021: 1512-1525 - [c8]Alexis Joly, Hervé Goëau, Elijah Cole, Stefan Kahl, Lukás Picek, Hervé Glotin, Benjamin Deneu, Maximilien Servajean, Titouan Lorieul, Willem-Pier Vellinga, Pierre Bonnet, Andrew Durso, Rafael Luis Ruiz De Castaneda, Ivan Eggel, Henning Müller:
LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges. ECIR (2) 2021: 601-607 - 2020
- [c7]Alexis Joly, Hervé Goëau, Stefan Kahl, Benjamin Deneu, Maximilien Servajean, Elijah Cole, Lukás Picek, Rafael Luis Ruiz De Castañeda, Isabelle Bolon, Andrew Durso, Titouan Lorieul, Christophe Botella, Hervé Glotin, Julien Champ, Ivan Eggel, Willem-Pier Vellinga, Pierre Bonnet, Henning Müller:
Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction. CLEF 2020: 342-363 - [c6]Lukás Picek, Isabelle Bolon, Andrew Durso, Rafael Luis Ruiz De Castañeda:
Overview of the SnakeCLEF 2020: AutomaticSnake Species Identification Challenge. CLEF (Working Notes) 2020 - [c5]Lukás Picek, Antonín Ríha, Ales Zita:
Coral Reef Annotation, Localisation and Pixel-wise Classification using Mask-RCNN and Bag of Tricks. CLEF (Working Notes) 2020 - [c4]Ales Zita, Lukás Picek, Antonín Ríha:
Sketch2Code: Automatic hand-drawn UI Elements Detection with Faster-RCNN. CLEF (Working Notes) 2020 - [c3]Milan Sulc, Lukás Picek, Jiri Matas, Thomas S. Jeppesen, Jacob Heilmann-Clausen:
Fungi Recognition: A Practical Use Case. WACV 2020: 2305-2313 - 2019
- [c2]Lukás Picek, Milan Sulc, Jiri Matas:
Recognition of the Amazonian flora by InceptionNetworks with Test-time Class Prior Estimation. CLEF (Working Notes) 2019 - 2018
- [c1]Milan Sulc, Lukás Picek, Jiri Matas:
Plant Recognition by Inception Networks with Test-time Class Prior Estimation. CLEF (Working Notes) 2018
Informal and Other Publications
- 2024
- [i10]Lukás Adam, Vojtech Cermák, Kostas Papafitsoros, Lukás Picek:
WildlifeReID-10k: Wildlife re-identification dataset with 10k individual animals. CoRR abs/2406.09211 (2024) - [i9]Lukás Picek, Lukás Neumann, Jiri Matas:
Animal Identification with Independent Foreground and Background Modeling. CoRR abs/2408.12930 (2024) - [i8]Vojtech Cermák, Lukás Picek, Lukás Adam, Lukás Neumann, Jirí Matas:
WildFusion: Individual Animal Identification with Calibrated Similarity Fusion. CoRR abs/2408.12934 (2024) - [i7]Lukás Picek, Klára Janousková, Milan Sulc, Jiri Matas:
FungiTastic: A multi-modal dataset and benchmark for image categorization. CoRR abs/2408.13632 (2024) - [i6]Lukás Picek, Christophe Botella, Maximilien Servajean, César Leblanc, Rémi Palard, Théo Larcher, Benjamin Deneu, Diego Marcos, Pierre Bonnet, Alexis Joly:
GeoPlant: Spatial Plant Species Prediction Dataset. CoRR abs/2408.13928 (2024) - [i5]Théo Larcher, Lukás Picek, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Alexis Joly:
MALPOLON: A Framework for Deep Species Distribution Modeling. CoRR abs/2409.18102 (2024) - 2023
- [i4]Vojtech Cermák, Lukás Picek, Lukás Adam, Kostas Papafitsoros:
WildlifeDatasets: An open-source toolkit for animal re-identification. CoRR abs/2311.09118 (2023) - 2022
- [i3]Kostas Papafitsoros, Lukás Adam, Vojtech Cermák, Lukás Picek:
SeaTurtleID: A novel long-span dataset highlighting the importance of timestamps in wildlife re-identification. CoRR abs/2211.10307 (2022) - 2021
- [i2]Lukás Picek, Milan Sulc, Jiri Matas, Jacob Heilmann-Clausen, Thomas S. Jeppesen, Thomas Læssøe, Tobias Frøslev:
Danish Fungi 2020 - Not Just Another Image Recognition Dataset. CoRR abs/2103.10107 (2021) - 2020
- [i1]Miroslav Valan, Lukás Picek:
Mastering Large Scale Multi-label Image Recognition with high efficiency overCamera trap images. CoRR abs/2008.07828 (2020)
Coauthor Index
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