How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study.
Jun MaZhan WeiYiwen ZhangYixin WangRongfei LvCheng ZhuChen GaoxiangJianan LiuChao PengLei WangYunpeng WangJianan ChenPublished in: MIDL (2020)
Keyphrases
- distance transform
- distance maps
- watershed algorithm
- euclidean distance transform
- distance transformation
- distance map
- weighted distance
- image segmentation
- segmentation algorithm
- image analysis
- medical images
- segmentation method
- level set
- medial axis
- fourier transform
- weighted distance transforms
- cellular neural networks
- machine learning
- shape matching
- shape prior
- three dimensional
- computer vision
- neural network
- statistical models
- gray scale
- denoising
- computational complexity