Augmenting a convolutional neural network with local histograms - A case study in crop classification from high-resolution UAV imagery.
Julien RebetezHéctor F. SatizábalMatteo MotaDorothea NollLucie BüchiMarina WendlingBertrand CannelleAndrés Pérez-UribeStéphane BurgosPublished in: ESANN (2016)
Keyphrases
- convolutional neural network
- high resolution
- face detection
- low resolution
- super resolution
- classification systems
- classification accuracy
- high frequency
- classification method
- training set
- field of view
- classification algorithm
- text classification
- pattern recognition
- feature extraction
- case study
- decision trees
- image processing
- feature vectors
- support vector machine
- classification scheme
- face images
- neural network
- feature space
- preprocessing
- support vector machine svm
- satellite images
- test bed
- image classification
- pattern classification
- remote sensing
- multi class
- pairwise
- computer vision