圖像處理與計算機視覺領域經典論文

CNN

1. AlexNet
   Link: https://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf
2. VGGNet
   Link: https://arxiv.org/pdf/1409.1556.pdf
3. GoogleNet
   Link: https://arxiv.org/pdf/1409.4842.pdf
4. ResNet
   Link: https://arxiv.org/pdf/1512.03385v1.pdf
5. Batch Normalization
   Link: https://arxiv.org/pdf/1502.03167.pdf

目標檢測

1. R-CNN
   Link: https://www.cvfoundation.org/openaccess/content_cvpr_2014/papers/Girshick_Rich_Feature_Hierarchies_2014_CVPR_paper.pdf
2. Fast R-CNN
   Link: https://arxiv.org/pdf/1504.08083.pdf
3. Faster R-CNN
   Link: https://arxiv.org/pdf/1506.01497.pdf
4. SSD
   Link: https://arxiv.org/pdf/1512.02325.pdf
5. YOLO
   Link: https://arxiv.org/pdf/1506.02640.pdf
6. YOLO v3
   Link: https://pjreddie.com/media/files/papers/YOLOv3.pdf

語義分割

1. DeepLab v1
   Link: https://arxiv.org/pdf/1412.7062v3.pdf
2. DeepLab v2
   Link: https://arxiv.org/pdf/1606.00915.pdf
3. DeepLab v3
   Link: https://arxiv.org/pdf/1706.05587.pdf
4. DeepLab v3+
   Link: https://arxiv.org/pdf/1802.02611.pdf
5. PSPNet
   Link：https://arxiv.org/pdf/1612.01105.pdf

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