随笔分类 -  segmentation

Semantic Segmentation
车道线数据集
摘要：常用的公开车道线数据集合 ApolloScape 论文: The ApolloScape Open Dataset for Autonomous Driving and its Application 简介: 百度2018年公开（CVPR2018 workshops），包含多种道路目标的语义标签（车 阅读全文
posted @ 2020-06-01 11:47 StoneclutterX 阅读(4660) 评论(0) 推荐(0)
论文笔记-PolarMask: Single Shot Instance Segmentation with Polar Representation
摘要：paper: PolarMask: Single Shot Instance Segmentation with Polar Representation code: https://github.com/xieenze/PolarMask 作者知乎解答 PolarMask是CVPR2020的ora 阅读全文
posted @ 2020-05-28 12:07 StoneclutterX 阅读(1149) 评论(0) 推荐(0)
论文笔记-IntRA-KD: Inter-Region Affinity Distillation for Road Marking Segmentation
摘要：paper: "Inter Region Affinity Distillation for Road Marking Segmentation" code: "Codes for IntRA KD" Abstract 1. IntRA KD是商汤&港中文&南洋理工在CVPR2020的一篇road 阅读全文
posted @ 2020-05-23 17:18 StoneclutterX 阅读(1985) 评论(0) 推荐(0)
论文笔记-ERFNet: Efficient Residual Factorized ConvNet for Real-time Semantic Segmentation
摘要：paper: "ERFNet: Efficient Residual Factorized ConvNet for Real time Semantic Segmentation" code: "PyTorch" Abstract 1. ERFNet可以看作是对ResNet结构的又一改变，同时也是对 阅读全文
posted @ 2020-05-23 11:17 StoneclutterX 阅读(3034) 评论(0) 推荐(0)
论文笔记-ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
摘要：paper: "ENet: A Deep Neural Network Architecture for Real Time" code: "caffe" Abstract 1. ENet是16年初的一篇工作了，能够达到实时的语义分割，包括在嵌入式设备NVIDIA TX1，同时还能够保证网络的效果。 阅读全文
posted @ 2020-05-22 16:49 StoneclutterX 阅读(628) 评论(0) 推荐(0)
论文笔记-HRNet-Deep High-Resolution Representation Learning for Visual Recognition
摘要：paper: "Deep High Resolution Representation Learning for Visual Recognition" code: "HRNet" Abstract 1. HRNet，这里用的是PAMI2020的工作，整合了human pose estimation 阅读全文
posted @ 2020-05-11 19:47 StoneclutterX 阅读(2955) 评论(0) 推荐(0)
论文笔记-OCR-Object-Contextual Representations for Semantic Segmentation
摘要：paper: "Object Contextual Representations for Semantic Segmentation" code: "PyTorch" Abstract 1. OCR是MSRA和中科院的一篇语义分割工作，结合每一类的类别语义信息给每个像素加权，再和原始的pixel特 阅读全文
posted @ 2020-05-10 14:31 StoneclutterX 阅读(5103) 评论(4) 推荐(2)
论文笔记-PSPNet-Pyramid Scene Parsing Network
摘要：paper: "Pyramid Scene Parsing Network" code: "caffe" ， "PyTorch" "官方blog" Abstract 1. PSPNet是港中文和商汤在CVPR2017上的一篇工作，将pyramid pooling引入到场景解析的分割任务中，取得很好的 阅读全文
posted @ 2020-05-08 21:13 StoneclutterX 阅读(1061) 评论(0) 推荐(0)
论文笔记-U-Net: Convolutional Networks for Biomedical Image Segmentation
摘要：paper: "U Net: Convolutional Networks for Biomedical Image Segmentation" code: "PyTorch" ，官方公布的matlab的caffe版本 如果需要看网络结构，可以用这个prototxt文件 "unet prototxt 阅读全文
posted @ 2020-05-08 15:28 StoneclutterX 阅读(1261) 评论(0) 推荐(0)
论文笔记-Strip Pooling: Rethinking Spatial Pooling for Scene Parsing
摘要：paper: Strip Pooling: Rethinking Spatial Pooling for Scene Parsing code: https://github.com/Andrew-Qibin/SPNet Abstract CVPR2020的一篇文章，通过改进空间池化层来优化场景分割 阅读全文
posted @ 2020-04-22 01:12 StoneclutterX 阅读(2397) 评论(1) 推荐(1)
论文笔记-Learning Lightweight Lane Detection CNNs by Self Attention Distillation
摘要：paper: "Learning Lightweight Lane Detection CNNs by Self Attention Distillation" code: "https://github.com/cardwing/Codes for Lane Detection" Abstract 阅读全文
posted @ 2020-04-15 19:31 StoneclutterX 阅读(1627) 评论(0) 推荐(1)
论文笔记-Understanding Convolution for Semantic Segmentation
摘要：图森和CMU的合作工作。 论文链接[https://arxiv.org/abs/1702.08502](https://arxiv.org/abs/1702.08502) 主要提出DUC（dense upsampling convolution）和HDC（hybrid dilated convolu 阅读全文
posted @ 2018-10-12 21:45 StoneclutterX 阅读(1881) 评论(0) 推荐(0)