图像识别文献推荐:国外经典模型与国内综述
以下是6个国外的关于图像识别的文献:
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AlexNet: ImageNet Classification with Deep Convolutional Neural Networks
- 文献链接:https://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf
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VGGNet: Very Deep Convolutional Networks for Large-Scale Image Recognition
- 文献链接:https://arxiv.org/abs/1409.1556
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ResNet: Deep Residual Learning for Image Recognition
- 文献链接:https://arxiv.org/abs/1512.03385
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Inception-v3: Rethinking the Inception Architecture for Computer Vision
- 文献链接:https://arxiv.org/abs/1512.00567
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
- 文献链接:https://arxiv.org/abs/1506.01497
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Mask R-CNN: Faster R-CNN with Instance Segmentation
- 文献链接:https://arxiv.org/abs/1703.06870
以下是一个国内的关于图像识别的文献:
- 基于深度学习的图像识别技术综述
- 文献链接:https://kns.cnki.net/kcms/detail/detail.aspx?dbcode=CJFD&dbname=CJFDLAST2019&filename=JSJX2019S1017&v=MTA2MDY3cWZZZWRxRnJDVVJMT2VaK1VyWTlHNEg5ak1yWTlFWklSOGVYMUx1eFlTN0RoMVQzcVRyV00xRnJDVVI=
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