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A New Regularization for Deep Learning-Based Segmentation of Images with Fine Structures and Low Contrast

Deep learning methods have achieved outstanding results in many image processing and computer vision tasks, such as image segmentation. However, they usually do not consider spatial dependencies among pixels/voxels in the image. To obtain better results, some methods have been proposed to apply clas...

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Detalles Bibliográficos
Autores principales: Zhang, Jiasen, Guo, Weihong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9966951/
https://www.ncbi.nlm.nih.gov/pubmed/36850485
http://dx.doi.org/10.3390/s23041887