PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling.
Yuan LiuSongyang ZhangJiacheng ChenKai ChenDahua LinPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- input image
- image pixels
- neighboring pixels
- pixel values
- image features
- pixel level
- high resolution
- homogeneous regions
- reconstruction method
- image retrieval
- intensity values
- single image
- image content
- grey levels
- adjacent pixels
- spl times
- spatial information
- image segmentation
- image classification
- image analysis
- image data
- grey level
- image representation
- pixel wise
- edge map
- reconstruction error
- transformed image
- image reconstruction
- gray value
- image derivatives
- image frames
- image processing
- test images
- back projection
- image regions
- surface model
- pixel intensities
- gray level images
- higher resolution
- energy function
- focal plane
- gradient magnitude
- multiscale
- gray level