Impact of Low Resolution on Image Recognition with Deep Neural Networks: An Experimental Study.
Michal KoziarskiBoguslaw CyganekPublished in: Int. J. Appl. Math. Comput. Sci. (2018)
Keyphrases
- maximum likelihood
- image recognition
- low resolution
- neural network
- high resolution
- pattern recognition
- super resolution
- low resolution images
- face images
- face recognition
- image classification
- lower resolution
- higher resolution
- high quality
- high resolution images
- image processing
- image patches
- super resolution reconstruction
- depth map
- resolution enhancement
- image super resolution
- interpolation algorithm
- high resolution video
- pavement distress
- spatial resolution
- super resolved
- image reconstruction
- multiresolution
- single frame
- video sequences
- image segmentation
- low quality images