Species Identification

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8 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. Automated Species Identification in Camera Trap Images for Wildlife Conservation

    Sep 28, 2026Nowshin Amin, Nafisa Tabassum Oyshi, Tahmid Abrar Zidan +2Species IdentificationRoadside Cameras

    Department of Computer Science and Engineering Brac University

  2. Vision Transformers versus convolutional neural networks for fine-grained orchid genus identification in a species-rich, data-poor flora: a controlled benchmark on the Orchidaceae of New Guinea

    Sep 21, 2026Reza Saputra, Diah Harnoni Apriyanti, André Schuiteman +4Species IdentificationLeaf Disease Classification

    College of Science and Engineering, James Cook University. McGregor Rd, Smithfield, Cairns, QLD 4878, Australia · Southwest Papua Natural Resources Conservation Agency, Ministry of Forestry, Indonesia. Jalan Klamono KM 16, Sorong, Southwest Papua Province, Indonesia · The Directorate of Scientific Collection Management, National Research and Innovation Agency (BRIN), Republic of Indonesia, Gedung Kehati, KST Soekarno BRIN, Jl. Raya Jakarta - Bogor KM 46, Cibinong, Kabupaten Bogor, Jawa Barat, 16911, Indonesia. +5

  3. InfoTaxa: Information-Calibrated Label-Free Clustering for Fine-Grained Visual Taxonomy

    Sep 15, 2026David Ahmedt-Aristizabal, Mohammad Ali Armin, Lars PeterssonSpecies IdentificationBiodiversity Monitoring

    Imaging and Computer Vision Group, CSIRO, Australia

  4. CatchMonitor: a machine learning system for automated fish discard quantification

    Sep 14, 2026Geoff French, Michal Mackiewicz, Mark Fisher +2FishSpecies Identification

  5. Can Edge-Deployable Vision-Language Models Identify Species?

    Sep 12, 2026William Zhou, Mayukha Siripuram, Xiao Yan +2Species IdentificationRecent Vision-Language Models

    Plano West Senior High School

  6. BarkNet-Lite: A Lightweight Texture and Colour Network with the BarkBD Benchmark for Bark-Based Tree Species Recognition in Bangladesh

    Sep 7, 2026Aroshi Ali, Saad Ahmed, Md. Khalid SyfullahSpecies IdentificationBenchmark Datasets

    Department of Computer Science and Engineering, Khulna University of Engineering & Technology, Khulna, 9203, Bangladesh · Department of Computer Science and Engineering, Bangladesh Army University of Science & Technology, Saidpur, Bangladesh

  7. IchthyoNoma: Nomenclature and Context Sensitivity of Zero-Shot Biological Vision--Language Models for Bangladeshi Freshwater Fish Recognition

    Sep 3, 2026Nazim-E-Alam, Tarek Rahman, Md Kishor MorolSpecies IdentificationFish

    American International University Bangladesh · United International University · ELITE Research Lab, Queens, New York, USA

  8. Counting Animals in Camera-Traps Image Sequences without Count Labels: Winning Solution to the iWildCam 2021 Challenge

    Sep 3, 2026Fagner Cunha, Juan G. Colonna, Eulanda M. dos SantosRoadside CamerasSpecies Identification

    Federal University of Amazonas · Manaus, Amazonas, Brazil

  9. Camera trap classification with deep learning under ground truth uncertainty

    Aug 31, 2026Leonard Hockerts, Peter S. Stewart, Sarthak Arora +1Species IdentificationRoadside Cameras

    School of Mathematics & Statistics, University of Glasgow, Glasgow, G12 8QQ,2026 United Kingdom. · 2Collaborative Earth, Berkeley, California, United States

  10. On-Device Multi-Species Malaria Detection with Uncertainty-Calibrated Slide-Level Aggregation

    Aug 9, 2026Idaya Seidu, Ahmed Tahiru Issah, Charles B. Delahunt +1Accurate Dengue ForecastingAcute Myeloid Leukemia

    Carnegie Mellon University Africa, Kigali Innovation City, Kigali, Rwanda · University of Washington, Seattle, Washington, USA

  11. Calibrated Tree-Neural Fusion for Fine-Grained Vegetation Community Classification

    Jul 27, 2026Dristi Datta, Md Khalid Hasan Sakib, Manoranjan PaulForest BiomassNormalized Difference Vegetation Index

    School of Information Technology and Engineering, Sydney Metropolitan Institute of Technology (SydneyMet), Sydney, NSW, 2000, Australia · Department of Electrical & Electronic Engineering, Rajshahi University of Engineering & Technology, Rajshahi, Bangladesh · School of Computing, Mathematics and Engineering, Charles Sturt University, Bathurst, NSW, 2795, Australia

  12. Benchmarking NACTI Species Recognition in Long-Tailed Regimes

    Jul 20, 2026Zehua Liu, Tilo BurghardtSpecies IdentificationRoadside Cameras

    School of Computer Science, University of Bristol, MVB Woodland Rd, BS8 1UB, Bristol, UK

  13. Multi-Scale ViT Inference with Habitat-Fit Priors and kNN Retrieval for Multi-Species Plant Identification

    Jul 16, 2026Alper Erten, Murilo Gustineli, Adrian CheungSpecies IdentificationDinov3

    Georgia Institute of Technology, North Ave NW, Atlanta, GA 30332

  14. EcoVision: AI-Powered Drone Imaging for Salt Marsh Vegetation Monitoring and Dominance Mapping

    Jul 7, 2026Innocent Onyenonachi, Peter J. Lawerance, Nadia KanwalAerial ImageryCanopy

    School of Computer Science and Mathematics, Keele University, ST5 3BG, United Kingdom · School of Life Science, Keele University, ST5 3BG, United Kingdom

  15. Reliability and Identifiability in Persona-Trained Monte Carlo: Variance Decomposition, Stability Bounds, and the Identifiability of Heterogeneous News Reaction

    Jul 6, 2026Salavat IshbulatovMonte CarloBias-Variance Decomposition

    Independent researcher

  16. Mixture-Constrained Max Pooling Improves Separation-Based Bird Species Classification

    Jul 3, 2026Yuzhu Wang, Kalle Lahtinen, Patrik Lauha +4Species IdentificationAnimal Vocalizations

    Signal Processing Research Center, Tampere University, Tampere, Finland · Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland · Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland

  17. PHOEBI: An Open-World Benchmark for Bacterial Identification in Phase-Contrast Microscopy

    Jun 22, 2026Aaditya Baranwal, Md Jahid Hasan, Shruti VyasBacterial Colony CountingSpecies Identification

    University of Central Florida

  18. Cross-Modal Corroboration for Annotation-Free Wildlife Monitoring

    Jun 19, 2026Bharath Pillai, Varun Viswapriyan, Christopher Stewart +2Species IdentificationMulti-Modal Sensing

    The Ohio State University

  19. Decoding Insect Song: A Multitask Semisupervised Orthoptera Bioacoustic Classifier

    Jun 11, 2026Olga Isupova, Danil Kuzin, Ella Browning +2Passive Acoustic MonitoringSpecies Identification

    Leverhulme Centre for Nature Recovery, School of Geography and the Environment, University of Oxford, Oxford, UK

  20. Advancing Wood Identification in the Philippines: Utilizing the Xylorix Platform for Efficient AI Model Development and Deployment for Five Key Species

    Jun 9, 2026Rosalie C. Mendoza, Vivian C. Daracan, Arlene D. Romano +4Species IdentificationTrees

    College of Forestry and Natural Resources, University of the Philippines Los Banos · Agritix

  21. Latent Structural Categorical Matrix Completion with Application to Quasispecies Analysis

    Jun 6, 2026Qian Zhang, Meixia LinTensor CompletionSpecies Identification

    Engineering Systems and Design, Singapore University of Technology and Design, Singapore · Institute of Statistics and Big Data, Renmin University of China, P.R. China

  22. A Registry-Bound LLM Pipeline for Evidence-Grounded Trait Extraction across Tropical Plants, Aquatic Species, and Exotic Pets

    May 31, 2026Jeff WangSpecies IdentificationLarge Language Model Pipelines

    NEXLY LLC, United States

  23. Multi-Object Tracking Consistently Improves Wildlife Inference

    May 15, 2026Mufhumudzi Muthivhi, Jiahao Huo, Fredrik Gustafsson +1Roadside CamerasSpecies Identification

    Academy of Computer Science and Software Engineering University of Johannesburg Johannesburg, South Africa · Department of Electrical Engineering Linköping University Linköping, Sweden

  24. Transformer-Based Wildlife Species Classification from Daily Movement Trajectories

    May 7, 2026Obed Irakoze, Prasenjit MitraSpecies IdentificationSpecies

    Department of Electrical & Computer Engineering Carnegie Mellon University Africa Kigali, Rwanda

  25. A Novel Graph-Regulated Disentangling Mamba Model with Sparse Tokens for Enhanced Tree Species Classification from MODIS Time Series

    May 7, 2026Motasem Alkayid, Zhengsen Xu, Saeid Taleghanidoozdoozan +7Species IdentificationTime-Series Classification

    Department of Geomatics Engineering, University of Calgary, Canada

  26. Probabilistic Classification and Uncertainty Quantification of Sahara Desert Climate Using Feedforward Neural Networks

    May 5, 2026Stephen Tivenan, Indranil Sahoo, Yanjun QianClimateSpecies Identification

    Department of Statistical Sciences and Operations Research, Virginia Commonwealth University

  27. Multispectral airborne laser scanning dataset for tree species classification: MS-ALS-SPECIES

    Apr 27, 2026Matti Hyyppä, Klaara Salolahti, Eric Hyyppä +9Forest BiomassSpecies Identification

    Department of Remote Sensing and Photogrammetry, Finnish Geospatial Research Institute FGI, The National Land Survey of Finland, Vuorimiehentie 5, Espoo, FI-02150, Finland

  28. DeepTaxon: An Interpretable Retrieval-Augmented Multimodal Framework for Unified Species Identification and Discovery

    Apr 27, 2026Jiawei Wang, Ming Lei, Yaning Yang +8Species IdentificationTaxonomy

    National University of Singapore · Hunan University · Xiangtan University +4

  29. Understanding Representation Gaps Across Scales in Tropical Tree Species Classification from Drone Imagery

    Apr 24, 2026Sulagna Saha, Arthur Ouaknine, Etienne Laliberté +7Aerial ImagerySpecies Identification

    Mila – Quebec AI Institute · McGill University · Université de Montréal +4

  30. Automated Palynological Analysis System: Integrating Deep Metric Learning, Detection and Classification in Bright Field Microscopy

    Apr 17, 2026J. Staforelli-Vivanco, R. Jofré, P. Coelho +12MicroscopySpecies Identification

    Facultad de Ingeniería, Universidad Andres Bello, Talcahuano, CCP-THNO 7100 Chile · Universidad Arturo Prat, Sede Victoria, Chile · Laboratory of Palynology and Plant Ecology, School of Sciences and Technologies, University of Concepción, Los Angeles Campus

  31. From Articles to Canopies: Knowledge-Driven Pseudo-Labelling for Tree Species Classification using LLM Experts

    Apr 17, 2026Michał Romaszewski, Dominik Kopeć, Michał Cholewa +6Species IdentificationCanopy

    Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Bałtycka 5, Gliwice, 44-100, Poland · University of Lodz, Narutowicza 68, 90-136, Lodz, Poland · MGGP Aero, Kaczkowskiego 6, 33-100, Tarnów, Poland +1

  32. Visual Species Recognition with Large Multimodal Models as Post-Hoc Correctors

    Dec 10, 2025Tian Liu, Anwesha Basu, James Caverlee +1Species IdentificationLarge Multimodal Models

    Department of Computer Science and Engineering, Texas A&M University · Department of AI, University of Macau

  33. Label-Efficient 3D Forest Mapping: Self-Supervised and Transfer Learning for Instance Segmentation, Semantic Segmentation, and Species Classification

    Nov 9, 2025Aldino Rizaldy, Fabian Ewald Fassnacht, Ahmed Jamal Afifi +3ForestsPoint Clouds

    Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Helmholtz Institute Freiberg for Resource Technology (HIF), 09599 Freiberg, Germany. · Institute of Geomatics, BOKU University, 1190 Vienna, Austria · Remote Sensing and Geoinformatics, Freie Universität Berlin, 12249 Berlin, Germany +1

  34. SilvaScenes: Tree Detection and Species Classification from Under-Canopy Images in Natural Forests

    Oct 10, 2025David-Alexandre Duclos, William Guimont-Martin, Gabriel Jeanson +7ForestsSpecies Identification

    Northern Robotics Laboratory, Universit´e Laval, Qu´ebec, QC, G1V 0A6, Canada · D´epartement des sciences du bois et de la forˆet, Universit´e Laval, Qu´ebec, QC, G1V 0A6, Canada · Institut des Sciences de la Forˆet temp´er´ee, Universit´e du Qu´ebec en Outaouais, Ripon, QC, J0V 1V0, Canada