论文阅读 | Notes

PointRend: Image Segmentation as Rendering

论文简介会议：CVPR 2020 arXiv: 1912.08193 [PDF下载] 代码在 mmsegmentation 中有实现。目前总引用数：225 Citations Kirillov, A., Wu, Y., He, K., & Girshick, R.B. (2020). PointRend: Image Segmentation As Rendering. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 9796-9805. Abstract 该...

HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation

HyperSeg Nirkin, Y., Wolf, L., & Hassner, T. (2021). HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation. 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 4060-4069. 论文简介： CVPR 2021 https://arxiv.org/abs/2012.11582 💡亮点：解码器中的 Meta block 模块，在模块中提出了 Dynamic Patch-wise Convolution(...

Boundary Patch Refinement

Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation 论文简介：作者：Chufeng Tang（https://chufengt.github.io/） CVPR 2021 单位：清华大学计算...

SETR: Rethinking semantic segmentation from a sequence-to-sequence perspective with transformers

SETR Dosovitskiy, Alexey, et al. “An image is worth 16x16 words: Transformers for image recognition at scale.” arXiv preprint arXiv:2010.11929 (2020). Zheng, Sixiao, et al. “Rethinking semantic segmentation from a sequence-to-sequence perspective with transformers.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2021. 论文简介 SETR：用 Transformer 从 Sequence-to-Sequence 的角度重新思考语义分割...

TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation

论文简介论文名称：TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation arXiv：https://arxiv.org/pdf/2107.09843.pdf 单...

2.5D methods for Volumetric Medical Image Segmentation

🎯Topic: 2.5D methods for Volumetric Medical Image Segmentation 论文简介（1）2.5D 医学图像分割网络综述，发表于 2020 年 10 月。 Exploring Efficient Volumetric Medical Image Segmentation Using 2.5D Method: An Empirical Study （2）2.5D 分割网络实例，...

20211024 Latent Space Data Augmentation

Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation 论文题目：协同训练和隐空间数据增强的鲁棒性医学图像分割 https://arxiv.org/abs/2107.01079 会议：MICCAI 2021 作者：Chen CHEN 陈晨 https://sites.google.com/view/morningchen-site/home Research Assistant/PhD 伦敦帝国理工学...

3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation

3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation #结直肠癌分割📌 Cited by: 18 Publish Year: 2020 Published in: IEEE Transactions on Cybernetics 地址：https://ieeexplore.ieee.org/document/...

Rapid vessel segmentation and reconstruction of head and neck angiograms using 3D convolutional neural network.

论文简介基于三维卷积神经网络的头颈部血管图像快速分割与重建 Fu, F., Wei, J., Zhang, M., Yu, F., Xiao, Y., Rong, D., Shan, Y., Li, Y., Zhao, C., Liao, F., Yang, Z., Li, Y., Chen, Y., Wang, X., & Lu, J. (2020). Rapid vessel segmentation and reconstruction of head and neck...

Structure Boundary Preserving Segmentation for Medical Image with Ambiguous Boundary

Structure Boundary Preserving Segmentation for Medical Image with Ambiguous Boundary 边界模糊医学图像的结构边界保持分割简介韩国一个大学的文章。 CVPR 2020 与医学图像分割有关 Cited by: 5 没有代码，没啥意思😭，想去看看它的...