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  # ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction
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- ALIKE applies a differentiable keypoint detection module to detect accurate sub-pixel keypoints. The network can run at 95 frames per second for 640 x 480 images on NVIDIA Titan RTX GPU and achieve equivalent performance with the state-of-the-arts. ALIKE benefits real-time applications in resource-limited platforms/devices. Technical details are described in [this paper](https://arxiv.org/pdf/2112.02906.pdf).
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  > ```
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  > Xiaoming Zhao, Xingming Wu, Jinyu Miao, Weihai Chen, Peter C. Y. Chen, Zhengguo Li, "ALIKE: Accurate and Lightweight Keypoint
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  ```
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  @article{Zhao2022ALIKE,
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- title={ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction},
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- author={Xiaoming Zhao and Xingming Wu and Jinyu Miao and Weihai Chen and Peter C. Y. Chen and Zhengguo Li},
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- journal={IEEE Transactions on Multimedia},
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- year={2022}
 
 
 
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  }
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  ```
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  # ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction
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+ ALIKE applies a differentiable keypoint detection module to detect accurate sub-pixel keypoints. The network can run at 95 frames per second for 640 x 480 images on NVIDIA Titan X (Pascal) GPU and achieve equivalent performance with the state-of-the-arts. ALIKE benefits real-time applications in resource-limited platforms/devices. Technical details are described in [this paper](https://arxiv.org/pdf/2112.02906.pdf).
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  > ```
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  > Xiaoming Zhao, Xingming Wu, Jinyu Miao, Weihai Chen, Peter C. Y. Chen, Zhengguo Li, "ALIKE: Accurate and Lightweight Keypoint
 
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  ```
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  @article{Zhao2022ALIKE,
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+ title = {ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction},
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+ url = {http://arxiv.org/abs/2112.02906},
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+ doi = {10.1109/TMM.2022.3155927},
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+ journal = {IEEE Transactions on Multimedia},
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+ author = {Zhao, Xiaoming and Wu, Xingming and Miao, Jinyu and Chen, Weihai and Chen, Peter C. Y. and Li, Zhengguo},
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+ month = march,
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+ year = {2022},
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  }
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  ```
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