#
Semantic Segmentation
- 개론 설명 블로그들
#
DeepLab 계열 논문들
#
v1
#
v2
#
v3
#
v3+
- 참고자료
- 코드
#
EncNet
- 참고자료:
- 저자 발표 동영상: https://www.youtube.com/watch?v=vAhzirU4WqA
#
Instance Segmentation
#
Mask R-CNN
- 참고자료
- 전반
- https://blog.lunit.io/2017/06/01/r-cnns-tutorial/
- https://junn.in/archives/2517
- https://www.pyimagesearch.com/2018/11/19/mask-r-cnn-with-opencv/
- https://www.youtube.com/watch?v=RtSZALC9DlU
- https://blog.naver.com/sogangori/221012300995
- https://towardsdatascience.com/using-tensorflow-object-detection-to-do-pixel-wise-classification-702bf2605182
- RoIAlign
- 코드
- 전반
#
3D
#
Weakly-supervised Segmentation
- Constrained Convolutional Neural Networks for Weakly Supervised Segmentation
- Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation
- BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation
- Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation
- From Image-level to Pixel-level Labeling with Convolutional Networks
- Weakly Supervised Instance Segmentation using Class Peak Response
- ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation
- Weakly- and Semi-Supervised Panoptic Segmentation
- WEAKLY SUPERVISED INSTANCE SEGMENTATION USING HYBRID NETWORKS
- Weakly-Supervised Semantic Segmentation Network with Deep Seeded Region Growing