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High Precision Dimensional Measurement with Convolutional Neural Network and Bi-Directional Long Short-Term Memory (LSTM)

In modern industries, high precision dimensional measurement plays a pivotal role in product inspection and sub-pixel edge detection is the core algorithm. Traditional interpolation and moment methods have achieved some success. However, those methods still have shortcomings. For example, the accura...

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Detalles Bibliográficos
Autores principales: Wang, Yuhao, Chen, Qibai, Ding, Meng, Li, Jiangyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928596/
https://www.ncbi.nlm.nih.gov/pubmed/31810201
http://dx.doi.org/10.3390/s19235302