Persistent homology for object segmentation in multidimensional grayscale images.
Rabih AssafAlban GoupilValeriu VrabieThomas BoudierMohammad KacimPublished in: Pattern Recognit. Lett. (2018)
Keyphrases
- object segmentation
- grayscale images
- persistent homology
- gray scale
- topological features
- color images
- image segmentation
- binary images
- object detection
- image enhancement
- graph cuts
- gray level
- shape prior
- segmentation algorithm
- segmentation method
- color information
- object categories
- test images
- saliency map
- object classes
- multiscale
- similarity measure
- machine learning
- ground truth
- active learning
- active contours
- higher order
- data sets
- high quality