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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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| Yayımlandı: | Vision Res |
|---|---|
| Asıl Yazarlar: | , , , |
| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
2020
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| Konular: | |
| Online Erişim: | 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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