Texture analysis using 3D Gabor features and 3D MPEG-7 Edge Histogram descriptor in fluorescence microscopy.
Tomás MajtnerDavid SvobodaPublished in: IC3D (2014)
Keyphrases
- texture analysis
- gabor filters
- rotation invariant
- gray level
- shape context
- feature extraction
- image texture
- orientation histogram
- texture description
- local binary pattern
- texture classification
- texture descriptors
- brodatz textures
- gabor filtering
- texture segmentation
- texture images
- feature vectors
- co occurrence
- multiresolution
- texture features
- textural features
- image analysis
- histogram of oriented gradients
- feature descriptors
- fluorescence microscopy
- texture discrimination
- texture characterization
- invariant features
- color features
- fractal dimension
- color descriptors
- texture patterns
- edge detection
- feature space
- filter responses
- visual descriptors
- image sequences
- training data
- image processing
- pixel intensities
- image features
- input image
- feature selection
- feature set
- keypoints
- edge detector