Automated morphological phenotyping using learned shape descriptors and functional maps: A novel approach to geometric morphometrics.
Oshane O. ThomasHongyu ShenRyan L. RaaumWilliam E. H. Harcourt-SmithJohn D. PolkMark Hasegawa-JohnsonPublished in: PLoS Comput. Biol. (2023)
Keyphrases
- shape descriptors
- geometric features
- shape analysis
- shape representation
- d objects
- shape description
- shape matching
- shape features
- shape retrieval
- spin images
- shape classification
- shape similarity
- size functions
- invariant descriptors
- open or closed
- zernike moments
- feature vectors
- mathematical morphology
- shape context
- heat kernel
- complex shapes
- image processing
- fourier descriptors
- global shape
- machine learning
- object representation
- high order
- multiscale
- object recognition
- computer vision
- shape properties
- feature selection
- euclidean space
- feature space
- structuring elements