Trapped in texture bias? A large scale comparison of deep instance segmentation.
Johannes TheodoridisJessica HofmannJohannes MaucherAndreas SchillingPublished in: CoRR (2024)
Keyphrases
- texture segmentation
- textured images
- segmentation algorithm
- textured regions
- active shape
- image regions
- image segmentation
- intermediate level vision
- quantitative evaluation
- segmentation method
- level set
- multiscale
- unsupervised segmentation
- grey level
- images of natural scenes
- real world
- color and texture information
- medical images
- multiple scales
- texture model
- segmentation scheme
- color features
- multiresolution
- feature extraction
- texture images
- biomedical images
- object segmentation
- gradient information
- shape prior
- region growing
- texture feature extraction
- segmented regions
- texture analysis
- fully automatic
- image segmentations
- gray level
- boundary information
- image edges
- object contours
- region segmentation
- region merging
- texture classification