AI-ready image compression for whole-slide images using bottleneck tensor compression.
Fernando Cervantes-SanchezSeamus MaweJ. Matthew MahoneyPublished in: DCC (2024)
Keyphrases
- image compression
- lossy compression
- high compression
- block truncation coding
- image data
- image registration
- compression algorithm
- image database
- high compression ratio
- image features
- compression ratio
- three dimensional
- vector quantization
- compression scheme
- image analysis
- jpeg images
- image coding algorithm
- image classification
- edge detection
- multidimensional signals
- compressed images
- artificial intelligence
- image quality
- test images
- jpeg compressed images
- image fidelity
- discrete cosine transform
- low bit rate
- vector quantized
- diffusion tensor images
- computer vision
- tensor field
- lossless compression
- reconstructed image
- feature points
- compression rate
- progressive transmission
- dimensionality reduction
- higher order
- wavelet transform
- multiscale
- image sequences
- lossy image compression