Cascaded multi-scale convolutional encoder-decoders for breast mass segmentation in high-resolution mammograms.
Yutong YanPierre-Henri ConzeEtienne DecencièreMathieu LamardGwénolé QuellecBéatrice CochenerGouenou CoatrieuxPublished in: EMBC (2019)
Keyphrases
- multiscale
- digitized mammograms
- high resolution
- pectoral muscle
- breast tissue
- computer aided diagnosis
- image processing
- image segmentation
- mammogram images
- digital mammograms
- multiple scales
- mammographic images
- breast cancer
- low resolution
- scale space
- digital mammography
- medical images
- edge detection
- segmentation algorithm
- high frequency
- early detection of breast cancer
- wavelet transform
- high quality
- face detection
- super resolution
- natural images
- computer aided detection
- textural features
- power reduction
- level set
- rate distortion
- bit rate
- image representation
- coarse to fine
- computer aided
- breast mri
- image analysis
- segmentation accuracy
- remote sensing
- pixel wise
- quantitative evaluation
- object detection
- segmentation method
- multiresolution