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About Ahmed An Improved Deep 2015 CVPR Paper
This summarizes a research paper that proposes a new deep learning architecture for person re-identification. The network takes a pair of images as input and outputs a similarity score indicating if they are of the same person. Novel aspects include a neighborhood difference layer that compares local features between the images, and a patch summary layer that integrates these differences. The architecture outperforms previous methods on standard datasets and is less prone to overfitting. It can achieve state-of-the-art results even when initially trained on unrelated data and fine-tuned on a small target dataset.
Detailed Information
| Author: | ['Sneha R'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 9 |
| Language: | English |
| Format: | |
| Price: | FREE |
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