Product image retrieval using category-aware siamese convolutional neural network feature
Product image retrieval in the customer-to-shop setting uses similarity learning instead of a predefined distance to address the cross-domain matching problem. Similarity learning can be done using a Siamese convolutional network (SCN) model with pairwise or triplet image sampling. The model trainin...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-06-01
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| Series: | Journal of King Saud University: Computer and Information Sciences |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S1319157822000763 |