Multilayer Complex Network Descriptors for Color-Texture Characterization

2 Apr 2018 • Leonardo F. S. Scabini • Rayner H M Condori • Wesley N Gonçalves • Odemir M. Bruno

A new method based on complex networks is proposed for color-texture analysis. The proposal consists on modeling the image as a multilayer complex network where each color channel is a layer, and each pixel (in each color channel) is represented as a network vertex... (read more)

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METHOD	TYPE
Average Pooling	Pooling Operations
ReLU	Activation Functions
1x1 Convolution	Convolutions
Batch Normalization	Normalization
Bottleneck Residual Block	Skip Connection Blocks
Global Average Pooling	Pooling Operations
Residual Block	Skip Connection Blocks
Kaiming Initialization	Initialization
Max Pooling	Pooling Operations
Residual Connection	Skip Connections
Convolution	Convolutions
ResNet	Convolutional Neural Networks

METHOD

TYPE

Average Pooling