Xception based system for bird sound detection, CLEF working notes 2020, CLEF: Conference and Labs of the Evaluation Forum, 2020. ,
Combination of image and location information for snake species identification using object detection and efficientnets, CLEF working notes 2020, CLEF: Conference and Labs of the Evaluation Forum, 2020. ,
Identifying the snake: First scoping review on practices of communities and healthcare providers confronted with snakebite across the world, PLoS one, vol.15, issue.3, p.229989, 2020. ,
Plant identification: experts vs. machines in the era of deep learning, Multimedia Tools and Applications for Environmental & Biodiversity Informatics, pp.131-149, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01913277
Sensor network for the monitoring of ecosystem: Bird species recognition, Intelligent Sensors, Sensor Networks and Information, 2007. ,
Snakebite and snake identification: empowering neglected communities and health-care providers with ai, The Lancet Digital Health, vol.1, issue.5, pp.202-203, 2019. ,
Herbarium-field triplets network for cross-domain plant identification -neuon submission to lifeclef 2020 plant, CLEF working notes 2020, CLEF: Conference and Labs of the Evaluation Forum, 2020. ,
Using triplet loss to bird species recognition on birdclef 2020, CLEF working notes 2020, CLEF: Conference and Labs of the Evaluation Forum, 2020. ,
, The GeoLifeCLEF 2020 dataset, 2020.
Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF), CLEF task overview 2020, CLEF: Conference and Labs of the Evaluation Forum, 2020. ,
Participation of LIRMM / Inria to the Geo-LifeCLEF 2020 challenge, CLEF working notes 2020, CLEF: Conference and Labs of the Evaluation Forum, 2020. ,
Audio based bird species identification using deep learning techniques, CLEF working notes 2016, CLEF: Conference and Labs of the Evaluation Forum, 2016. ,
Modeling species distribution and change using random forest, Predictive species and habitat modeling in landscape ecology, pp.139-159, 2011. ,
Automated species identification: why not?, Philosophical Transactions of the Royal Society of London B, vol.359, pp.655-667, 1444. ,
Plant identification using deep neural networks via optimization of transfer learning parameters, Neurocomputing, vol.235, pp.228-235, 2017. ,
, Proc. 1st workshop on Machine Learning for Bioacoustics -ICML4B. ICML, 2013.
Plant identification in an open-world (lifeclef 2016), CLEF task overview 2016, CLEF: Conference and Labs of the Evaluation Forum, 2016. ,
Plant identification based on noisy web data: the amazing performance of deep learning, CLEF task overview 2017, CLEF: Conference and Labs of the Evaluation Forum, 2017. ,
Overview of expertlifeclef 2018: how far automated identification systems are from the best experts ?, CLEF task overview 2018, CLEF: Conference and Labs of the Evaluation Forum, 2018. ,
Overview of lifeclef plant identification task 2019: diving into data deficient tropical countries, CLEF task overview 2019, CLEF: Conference and Labs of the Evaluation Forum, 2019. ,
Overview of lifeclef plant identification task 2020, CLEF task overview 2020, CLEF: Conference and Labs of the Evaluation Forum, 2020. ,
The imageclef 2013 plant identification task, CLEF task overview 2013, CLEF: Conference and Labs of the Evaluation Forum, 2013. ,
The imageclef 2011 plant images classification task, CLEF task overview 2011, CLEF: Conference and Labs of the Evaluation Forum, 2011. ,
Imageclef2012 plant images identification task, CLEF task overview 2012, CLEF: Conference and Labs of the Evaluation Forum, 2012. ,
Overview of birdclef 2018: monophone vs. soundscape bird identification, CLEF task overview 2018, CLEF: Conference and Labs of the Evaluation Forum, 2018. ,
Lifeclef plant identification task, CLEF task overview 2015, CLEF: Conference and Labs of the Evaluation Forum, 2015. ,
The imageclef plant identification task, Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, pp.23-28, 2013. ,
The lifeclef 2014 plant images identification task, CLEF task overview 2014, CLEF: Conference and Labs of the Evaluation Forum, 2014. ,
Soilgrids250m: Global gridded soil information based on machine learning, PLoS one, vol.12, issue.2, 2017. ,
Very high resolution interpolated climate surfaces for global land areas, International Journal of Climatology: A Journal of the Royal Meteorological Society, vol.25, issue.15, pp.1965-1978, 2005. ,
Completion of the 2011 national land cover database for the conterminous united states -representing a decade of land cover change information, Photogrammetric Engineering & Remote Sensing, vol.81, issue.5, pp.345-354, 2015. ,
Interactive plant identification based on social image data, Ecological Informatics, vol.23, pp.22-34, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-00908872
Overview of LifeCLEF 2018: a large-scale evaluation of species identification and recommendation algorithms in the era of ai, CLEF: Cross-Language Evaluation Forum for European Languages. Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01913231
Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction, CLEF 2019 -Conference and Labs of the Evaluation Forum. Experimental IR Meets Multilinguality, Multimodality, and Interaction, pp.387-401 ,
URL : https://hal.archives-ouvertes.fr/hal-02281455
, , 2019.
LifeCLEF 2016: Multimedia Life Species Identification Challenges, CLEF: Cross-Language Evaluation Forum. Experimental IR Meets Multilinguality, Multimodality, and Interaction, pp.286-310, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01373781
LifeCLEF 2017 Lab Overview: Multimedia Species Identification Challenges, CLEF: Cross-Language Evaluation Forum. Experimental IR Meets Multilinguality, Multimodality, and Interaction, pp.255-274, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01629191
, CLEF: Cross-Language Evaluation Forum. Information Access Evaluation. Multilinguality, Multimodality, and Interaction, pp.229-249, 2014.
, Experimental IR Meets Multilinguality, Multimodality, and Interaction, pp.462-483, 2015.
Overview of birdclef 2020: Bird sound recognition in complex acoustic environments, CLEF task overview 2020, CLEF: Conference and Labs of the Evaluation Forum, 2020. ,
Overview of birdclef 2019: Large-scale bird recognition in soundscapes, CLEF task overview 2019, CLEF: Conference and Labs of the Evaluation Forum, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02345644
, Recognizing birds from sound -the 2018 birdclef baseline system, 2018.
Contour matching for a fish recognition and migration-monitoring system, Optics East, pp.37-48, 2004. ,
Multi-organ plant classification based on convolutional and recurrent neural networks, IEEE Transactions on Image Processing, vol.27, issue.9, pp.4287-4301, 2018. ,
Impact of pretrained networks for snake species classification, CLEF working notes 2020, CLEF: Conference and Labs of the Evaluation Forum, 2020. ,
Few-shot adversarial domain adaptation, Advances in Neural Information Processing Systems, pp.6670-6680, 2017. ,
Plant species identification using transfer learning -plantclef 2020, CLEF working notes 2020, CLEF: CLEF: Conference and Labs of the Evaluation Forum, 2020. ,
, NIPS Int. Conf.: Proc. Neural Information Processing Scaled for Bioacoustics, from Neurons to Big Data, 2013.
Overview of the snakeclef 2020: Automatic snake species identification challenge, CLEF task overview 2020, CLEF: Conference and Labs of the Evaluation Forum, 2020. ,
Recognition of the amazonian flora by inception networks with test-time class prior estimation, CLEF working notes 2019, CLEF: Conference and Labs of the Evaluation Forum, 2019. ,
Crossvalidation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure, Ecography, vol.40, issue.8, pp.913-929, 2017. ,
A toolbox for animal call recognition, Bioacoustics, vol.21, issue.2, pp.107-125, 2012. ,
Automated species recognition of antbirds in a mexican rainforest using hidden markov models, The Journal of the Acoustical Society of America, vol.123, p.2424, 2008. ,
, The inaturalist species classification and detection dataset. CVPR, 2018.
Domain adaptation in the context of herbarium collections: a submission to plantclef 2020, CLEF working notes 2020, CLEF: Conference and Labs of the Evaluation Forum, 2020. ,
Machine learning for image based species identification, Methods in Ecology and Evolution, vol.9, issue.11, pp.2216-2225, 2018. ,
Automated plant species identification-trends and future directions, PLoS computational biology, vol.14, issue.4, p.1005993, 2018. ,
Automated identification of animal species in camera trap images, EURASIP Journal on Image and Video Processing, 2013. ,
Adversarial consistent learning on partial domain adaptation of plantclef 2020 challenge, CLEF working notes 2020, CLEF: Conference and Labs of the Evaluation Forum, 2020. ,