Features transfer learning for image and video recognition tasks (2020)
- Authors:
- USP affiliated authors: PONTI, MOACIR ANTONELLI - ICMC ; SANTOS, FERNANDO PEREIRA DOS - ICMC
- Unidade: ICMC
- Subjects: APRENDIZADO COMPUTACIONAL; REDES NEURAIS; RECONHECIMENTO DE PADRÕES
- Agências de fomento:
- Language: Inglês
- Imprenta:
- Publisher: SBC
- Publisher place: Porto Alegre
- Date published: 2020
- Source:
- Título: Anais estendidos
- Conference titles: Conference on Graphics, Patterns and Images - SIBGRAPI
-
ABNT
SANTOS, Fernando Pereira dos e PONTI, Moacir Antonelli. Features transfer learning for image and video recognition tasks. 2020, Anais.. Porto Alegre: SBC, 2020. Disponível em: https://sol.sbc.org.br/index.php/sibgrapi_estendido/article/view/12980. Acesso em: 28 dez. 2025. -
APA
Santos, F. P. dos, & Ponti, M. A. (2020). Features transfer learning for image and video recognition tasks. In Anais estendidos. Porto Alegre: SBC. Recuperado de https://sol.sbc.org.br/index.php/sibgrapi_estendido/article/view/12980 -
NLM
Santos FP dos, Ponti MA. Features transfer learning for image and video recognition tasks [Internet]. Anais estendidos. 2020 ;[citado 2025 dez. 28 ] Available from: https://sol.sbc.org.br/index.php/sibgrapi_estendido/article/view/12980 -
Vancouver
Santos FP dos, Ponti MA. Features transfer learning for image and video recognition tasks [Internet]. Anais estendidos. 2020 ;[citado 2025 dez. 28 ] Available from: https://sol.sbc.org.br/index.php/sibgrapi_estendido/article/view/12980 - Data augmentation guidelines for cross-dataset transfer learning and pseudo labeling
- Alignment of local and global features from multiple layers of convolutional neural network for image classification
- Homogeneity index as stopping criterion for anisotropic diffusion filter
- Learning image features with fewer labels using a semi-supervised deep convolutional network
- Features transfer learning between domains for image and video recognition tasks
- Training deep networks from zero to hero: avoiding pitfalls and going beyond
- One-class to multi-class model update using the class-incremental optimum-path forest classifier
- Extração de atributos visuais compactos para reconhecimento de padrões visuais em dispositivos móveis
- Deep convolutional neural networks and noisy images
- Three-dimensional noisy image restoration using filtered extrapolation and deconvolution
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