Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels.
Denis YaratsIlya KostrikovRob FergusPublished in: ICLR (2021)
Keyphrases
- input image
- image pixels
- reinforcement learning
- neighboring pixels
- grey level
- pixel values
- image data
- image analysis
- image features
- original images
- gray level images
- image content
- adjacent pixels
- image representation
- image classification
- image retrieval
- homogeneous regions
- gray value
- background image
- pre processing stage
- image regions
- image matching
- single image
- multiscale
- edge detection
- spatial information
- test images
- machine learning
- template matching
- intensity values
- pixel intensities
- color components
- image segmentation
- markov random field
- image blocks
- pixel level
- grey levels
- intensity difference
- background subtraction
- image pyramid
- sample images
- pixel classification
- disparity map
- binary images
- segmentation algorithm
- face recognition
- learning algorithm