Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network.
Vivek Kumar SinghHatem A. RashwanSantiago RomaniFarhan AkramNidhi PandeyMd. Mostafa Kamal SarkerAdel SalehMeritxell ArenasMiguel ArquezDomenec PuigJordina Torrents-BarrenaPublished in: Expert Syst. Appl. (2020)
Keyphrases
- shape classification
- convolutional neural network
- shape matching
- shape retrieval
- shape descriptors
- shape representation
- segmentation algorithm
- generative model
- face detection
- level set
- medical images
- image segmentation
- shape description
- object contours
- segmentation method
- region growing
- shape prior
- multiscale
- fourier descriptors
- image analysis
- matching process
- dynamic time warping
- background subtraction
- energy function
- computationally efficient
- graph cuts
- viewpoint