Incorporating texture information into region-based unsupervised image segmentation using textural superpixels.
Chih-Yu HsuYi-Yu HsiehKuo-Hua LoJen-Hui ChuangPublished in: ICIP (2014)
Keyphrases
- unsupervised image segmentation
- texture information
- superpixels
- texture descriptors
- textured images
- unsupervised segmentation
- multiscale
- pixel level
- local binary pattern
- texture features
- texture images
- natural images
- image segmentation
- input image
- object segmentation
- color information
- gray level
- segmentation algorithm
- segmentation method
- texture analysis
- long range
- segmentation result
- bounding box
- edge information
- conditional random fields
- multiple images
- facial images
- image patches
- multiple objects
- graph structure
- texture classification
- region growing
- facial features
- feature extraction
- markov random field
- feature set
- higher order
- object detection
- image retrieval