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Deep Learning Image Processing repository about classification, object detection, sematic segmentation.
papers's Introduction
简称 |
论文名 |
发表日期、刊名 |
本地链接 |
站外链接 |
VGG |
'Very Deep Convolutional Networks for Large-Scale Image Recognition.pdf' |
2014 arXiv |
链接 |
|
双线性CNN模型细粒度物体识别 |
'Bilinear CNN Models for Fine-grained Visual Recognition.pdf' |
2015 ICCV |
链接 |
|
Recurrent Neural Network |
'ReNet: A Recurrent Neural Network Based
Alternative to Convolutional Networks.pdf' |
2015 Arxiv |
链接 |
arXiv链接 |
ResNets |
'Deep Residual Learning for Image Recognition.pdf' |
2016 CVPR |
链接 |
|
密集连接 |
'Densely Connected Convolutional Networks.pdf' |
2016 CVPR |
链接 |
|
MobileNets |
'MobileNets Efficient Convolutional Neural Networks for Mobile Vision Applications.pdf' |
2016 arXiv |
链接 |
|
双线性CNN模型细粒度物体识别 |
'Bilinear CNNs for Fine-grained Visual Recognition.pdf' |
2017 ArXiv |
链接 |
|
简称 |
论文名 |
发表日期、刊名 |
论文链接 |
站外链接 |
RCNN |
'RCNN Rich feature hierarchies for accurate object detection and semantic segmentation.pdf' |
2014 CVPR |
链接 |
|
Fast R-CNN |
'Fast R-CNN.pdf' |
2015 CVPR |
链接 |
Faster R-CNN |
'Faster R-CNN Towards Real-Time Object Detection with Region Proposal Networks.pdf' |
2015 IEEE Transactions on Pattern Analysis and Machine Intelligence |
链接 |
|
SSD |
'SSD Single Shot MultiBox Detector.pdf' |
2016 ECCV |
链接 |
|
简称 |
描述 |
发表日期、刊名 |
论文链接 |
站外链接 |
反卷积网络 |
'Deconvolutional Networks.pdf' |
2010 CVPR |
链接 |
|
FCNs |
'Fully Convolutional Networks for Semantic Segmentation.pdf' |
2015 CVPR |
链接 |
|
SegNet |
'SegNet A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation.pdf' |
2015 arXiv |
链接 |
|
多尺度膨胀卷积 |
'Multi-Scale Context Aggregation by Dilated Convolutions.pdf' |
2015 arXiv |
链接 |
|
卷积网络+CRFs |
'Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs.pdf' |
2015 arXiv |
链接 |
|
U-Net |
'U-Net Convolutional Networks for Biomedical Image Segmentation.pdf' |
2015 arXiv |
链接 |
|
金字塔场景理解 |
'Pyramid Scene Parsing Network.pdf' |
2016 arXiv |
链接 |
|
RefineNet |
'RefineNet Multi-Path Refinement Networks for High-Resolution Semantic Segmentation.pdf' |
2016 arXiv |
链接 |
|
DeepLab语义分割:膨胀卷积+CRFs |
'DeepLab Semantic Image Segmentation with Deep Convolutional Nets Atrous Convolution and Fully Connected CRFs.pdf' |
2016 arXiv |
链接 |
|
语义分割综述 |
'A Review on Deep Learning Techniques Applied to Semantic Segmentation.pdf' |
2017 arXiv |
链接 |
|
Large Kernel Matters |
'Large Kernel Matters Improve Semantic Segmentation by Global Convolutional Network.pdf' |
2017 arXiv |
链接 |
|
papers's People
Contributors
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