Deep texture feature aggregation on leaf microscopy images for brazilian plant species recognition (2024)
- Authors:
- USP affiliated authors: BRUNO, ODEMIR MARTINEZ - IFSC ; SCABINI, LEONARDO FELIPE DOS SANTOS - IFSC ; ZIELINSKI, KALLIL MIGUEL CAPARROZ - IFSC
- Unidade: IFSC
- DOI: 10.1145/3674029.3674063
- Subjects: APRENDIZADO COMPUTACIONAL; FÍSICA COMPUTACIONAL; PLANTAS; RECONHECIMENTO DE IMAGEM
- Keywords: Computer Vision; Texture Analysis; Plant Sciences; Deep Learning
- Agências de fomento:
- Language: Inglês
- Imprenta:
- Publisher: Association for Computing Machinery - ACM
- Publisher place: New York
- Date published: 2024
- Source:
- Título: Proceedings
- Conference titles: International Conference on Machine Learning Technologies - ICMLT
- Status:
- Nenhuma versão em acesso aberto identificada
-
ABNT
SCABINI, Leonardo Felipe dos Santos et al. Deep texture feature aggregation on leaf microscopy images for brazilian plant species recognition. 2024, Anais.. New York: Association for Computing Machinery - ACM, 2024. Disponível em: https://doi.org/10.1145/3674029.3674063. Acesso em: 29 mar. 2026. -
APA
Scabini, L. F. dos S., Zielinski, K. M. C., Fares, R. T., Konuk, E., Miranda, G. H. B., Kolb, R. M., et al. (2024). Deep texture feature aggregation on leaf microscopy images for brazilian plant species recognition. In Proceedings. New York: Association for Computing Machinery - ACM. doi:10.1145/3674029.3674063 -
NLM
Scabini LF dos S, Zielinski KMC, Fares RT, Konuk E, Miranda GHB, Kolb RM, Ribas LC, Bruno OM. Deep texture feature aggregation on leaf microscopy images for brazilian plant species recognition [Internet]. Proceedings. 2024 ;[citado 2026 mar. 29 ] Available from: https://doi.org/10.1145/3674029.3674063 -
Vancouver
Scabini LF dos S, Zielinski KMC, Fares RT, Konuk E, Miranda GHB, Kolb RM, Ribas LC, Bruno OM. Deep texture feature aggregation on leaf microscopy images for brazilian plant species recognition [Internet]. Proceedings. 2024 ;[citado 2026 mar. 29 ] Available from: https://doi.org/10.1145/3674029.3674063 - RADAM: texture recognition through randomized aggregated encoding of deep activation maps
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- A comparative survey of vision transformers for feature extraction in texture analysis
- Complex texture features learned by applying randomized neural network on graphs
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- Artificial neural networks and complex networks: an integrative study of topological properties and pattern recognition
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