Object Segmentation with Deep Neural Nets Coupled with a Shape Prior, When Learning From a Training set of Limited Quality and Small Size.
Saurabh J. ShigwanAkshay V. GaikwadSuyash P. AwatePublished in: ISBI (2020)
Keyphrases
- object segmentation
- neural nets
- shape prior
- small size
- graph cuts
- training set
- image segmentation
- neural network
- segmentation algorithm
- learning algorithm
- feed forward
- object detection
- supervised learning
- reinforcement learning
- data sets
- learning tasks
- active contours
- active learning
- level set
- prior knowledge
- segmentation method
- artificial neural networks
- training data
- learning process
- object extraction
- support vector machine
- graph cut segmentation
- object categories
- shape model
- higher order
- multi class
- probabilistic model