arXiv Open Access 2022

Patch DCT vs LeNet

David Sinclair

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Abstrak

This paper compares the performance of a NN taking the output of a DCT (Discrete Cosine Transform) of an image patch with leNet for classifying MNIST hand written digits. The basis functions underlying the DCT bear a passing resemblance to some of the learned basis function of the Visual Transformer but are an order of magnitude faster to apply.

Topik & Kata Kunci

cs.CV

Penulis (1)

David Sinclair

Format Sitasi

APA MLA BibTeX

Sinclair, D. (2022). Patch DCT vs LeNet. https://arxiv.org/abs/2211.02392

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Informasi Jurnal

Tahun Terbit: 2022
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓