UltraMNIST Classification: A Benchmark to Train CNNs for Very Large Images.
Deepak K. GuptaUdbhav BambaAbhishek ThakurAkash GuptaSuraj SharanErtugrul DemirDilip K. PrasadPublished in: CoRR (2022)
Keyphrases
- image classification
- image data
- image database
- input image
- image features
- classification accuracy
- ground truth
- three dimensional
- correct classification rate
- quantitative evaluation
- support vector machine svm
- object recognition
- preprocessing stage
- handwritten digits
- pattern recognition
- similarity measure
- feature extraction
- image matching
- test images
- image collections
- rigid body
- multiple classifiers
- feature representation
- pigmented skin lesions
- region of interest
- image registration
- image analysis
- machine learning
- satellite images
- segmentation method
- text classification
- decision trees
- extracting features
- image processing
- neural network