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Instance Segmentation Based on Improved Self-Adaptive Normalization

The single batch normalization (BN) method is commonly used in the instance segmentation algorithms. The batch size is concerned with some drawbacks. A too small sample batch size leads to a sharp drop in accuracy, but a too large batch may result in the memory overflow of graphic processing units (...

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Detalles Bibliográficos
Autores principales: Yang, Sen, Wang, Xiaobao, Yang, Qijuan, Dong, Enzeng, Du, Shengzhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9227151/
https://www.ncbi.nlm.nih.gov/pubmed/35746178
http://dx.doi.org/10.3390/s22124396