Influence of Image Pre-processing to Improve the Accuracy in a Convolutional Neural Network.
Felipe Arias Del CampoOsslan Osiris VergaraVianey Guadalupe CruzLorenzo Antonio GarcíaManuel NandayapaPublished in: Int. J. Comb. Optim. Probl. Informatics (2020)
Keyphrases
- preprocessing
- input image
- image analysis
- image data
- image classification
- convolutional neural network
- single image
- image representation
- image pixels
- multiscale
- image content
- image retrieval
- low level
- computational cost
- image collections
- image features
- high accuracy
- edge detection
- image regions
- post processing
- image segmentation
- template matching
- computational complexity
- prediction accuracy
- classification accuracy
- high resolution
- feature points
- vector field
- digital images
- computer vision
- image quality
- segmentation method
- keypoints
- feature extraction
- similarity measure
- test images
- lighting conditions
- segmented images
- pre processed
- neural network