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Local Features and Global Shape Information in Object Classification by Deep Convolutional Neural Networks
Deep convolutional neural networks (DCNNs) have many impressive similarities to the human visual system. Recent research, however, suggests that DCNNs show weak ability to recognize objects by their shape. We tested the hypothesis that DCNNs are sensitive to an object’s local contour features but ha...
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| Publicado no: | Vision Res |
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| Main Authors: | , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2020
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8158065/ https://ncbi.nlm.nih.gov/pubmed/32413803 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.visres.2020.04.003 |
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