Trapped in Texture Bias? A Large Scale Comparison of Deep Instance Segmentation.
Johannes TheodoridisJessica HofmannJohannes MaucherAndreas SchillingPublished in: ECCV (8) (2022)
Keyphrases
- texture segmentation
- active shape
- intermediate level vision
- boundary information
- textured regions
- texture feature extraction
- textured images
- texture analysis
- region growing
- segmentation algorithm
- segmentation method
- multiple scales
- grey level
- color features
- level set
- image regions
- image segmentation
- segmented regions
- texture classification
- image analysis
- color and texture information
- texture information
- real world
- quantitative evaluation
- texture images
- bank of gabor filters
- markov random field
- texture features
- unsupervised segmentation
- segmentation scheme
- textural features
- image segmentations
- brodatz textures
- feature extraction
- region merging
- gray level images
- fully automatic
- local binary pattern
- pixel level
- texture synthesis
- object segmentation
- gabor filters