Training a V1 Like Layer Using Gabor Filters in Convolutional Neural Networks.
Jun BaiYi ZengYuxuan ZhaoFeifei ZhaoPublished in: IJCNN (2019)
Keyphrases
- gabor filters
- convolutional neural networks
- texture analysis
- feature vectors
- texture features
- texture segmentation
- feature extraction
- rotation invariant
- gabor features
- gabor filtering
- gabor wavelets
- training process
- texture descriptors
- bank of gabor filters
- filter outputs
- texture feature extraction
- log gabor
- convolutional network
- filtered images
- texture images
- palmprint
- training set
- grey scale images
- texture classification
- gray level