北大去雨算法python版
去雨算法的PYTHON实现，
Rain streaks can severely degrade the visibility, which causes many current computer vision algorithms fail to work. So it is necessary to remove the rain from images. We propose a novel deep network architecture based on deep convolutional and recurrent neural networks for single image deraining. As contextual information is very important for rain removal, we first adopt the dilated convolutional neural network to acquire large receptive field. To better fit the rain removal task, we also modify the network. In heavy rain, rain streaks have various directions and shapes, which can be regarded as the accumulation of multiple rain streak layers. We assign different alpha-values to various rain streak layers according to the intensity and transparency by incorporating the squeeze-and-excitation block. Since rain streak layers overlap with each other, it is not easy to remove the rain in one stage. So we further decompose the rain removal into multiple stages. Recurrent neural network is incorporated to preserve the useful information in previous stages and benefit the rain removal in later stages. We conduct extensive experiments on both synthetic and real-world datasets. Our proposed method outperforms the state-of-the-art approaches under all evaluation metrics.
文件下载
资源详情
[{"title":"（ 13 个子文件 12KB ） 北大去雨算法python版","children":[{"title":"RESCAN-master","children":[{"title":".gitignore <span style='color:#111;'> 1.17KB </span>","children":null,"spread":false},{"title":"explore.sh <span style='color:#111;'> 180B </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 1.04KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 3.60KB </span>","children":null,"spread":false},{"title":"config","children":[{"title":"tensorboard.sh <span style='color:#111;'> 233B </span>","children":null,"spread":false},{"title":"cal_ssim.py <span style='color:#111;'> 2.57KB </span>","children":null,"spread":false},{"title":"show.py <span style='color:#111;'> 2.54KB </span>","children":null,"spread":false},{"title":"dataset.py <span style='color:#111;'> 4.23KB </span>","children":null,"spread":false},{"title":"main.py <span style='color:#111;'> 6.92KB </span>","children":null,"spread":false},{"title":"settings.py <span style='color:#111;'> 742B </span>","children":null,"spread":false},{"title":"model.py <span style='color:#111;'> 6.05KB </span>","children":null,"spread":false},{"title":"clean.sh <span style='color:#111;'> 96B </span>","children":null,"spread":false}],"spread":true},{"title":"docs","children":[{"title":"index.html <span style='color:#111;'> 1B </span>","children":null,"spread":false}],"spread":true}],"spread":true}],"spread":true}]
评论信息
其他资源
- TPLINK WR703N打印服务器4M固件 DDWIFI打印服务器固件
- Carsim、Prescan和Simulink联仿操作步骤.pdf
- 连续潮流matlab代码
- Leslie人口预测模型
- 微信支付的demo，带完整的源码，可直接使用
- stc89c52单片机控制TC35模块收发短信接打电话
- 光纤通信_第四版_英文版 Gred Keiser
- 随机森林用于分类matlab代码
- siftWin32.exe
- 基于MATLAB的指纹识别全部程序
- STM32CUBEMX配置，dc18b20采集温度，LCD5110液晶显示
- MATLAB对目标特征提取的程序
- 中英平行语料库（八万对，句粒度）
- Automotive Etherent-The definitive guide.pdf
- 视频聊天房间系统源码
- RFC2328_OSPF_中文.rar
- beckett：Beckett是一个基于约定的框架，用于围绕HTTP API构建Python客户端-源码
- 基于SSM实现的在线商城系统【附源码】（毕设）
- 全栈技术学习地址.docx
- CSS3后台登录页面模板.7z
- .net在线答疑系统源码.zip
- 一个美食网站的源码 包括前后台
- Java NetWork Programming 4th
- 数据库图书管理系统完整版的java项目
- 牛B硬件信息修改大师(绿色版)
免责申明
【只为小站】的资源来自网友分享，仅供学习研究，请务必在下载后24小时内给予删除，不得用于其他任何用途，否则后果自负。基于互联网的特殊性，【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查；无论 【只为小站】 经营者是否已进行审查，用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明