Image-processing-of-intensive-reading-series-of-papers

【深度学习论文精读系列之图像处理】

注：论文精读与代码实现，欢迎大佬提交issue!

【论文目录】

图像识别

Gradient-Based Learning Applied to Document Recognition (LeNet-5,1998)

• paper:DOI:10.1109/5.726791

ImageNet Classification with Deep Convolutional Neural Networks (AlexNet,2012)

• paper:DOI:10.1145/3065386

Very Deep Convolutional Networksfor Large-Scale Image Recognition (VGGNet,2014)

• paper:DOI:arXiv:1409.1556

Going deeper with convolutions (GoogLeNet,2014)

• paper:DOI:10.1109/CVPR.2015.7298594

Deep Residual Learning for Image Recognition(ResNet,2015)

• paper:DOI:10.1109/CVPR.2016.90

图像分割

Fully Convolutional Networks for Semantic Segmentation(FCN,2016)

• paper:DOI:10.1109/TPAMI.2016.2572683