Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models.
Dan JacobellisDaniel CummingsNeeraja J. YadwadkarPublished in: CoRR (2024)
Keyphrases
- perceptual quality
- lossy compression
- image quality
- jpeg ls
- visual quality
- lossless compression
- bit rate
- input image
- image data
- image quality assessment
- gray level images
- video quality
- compression ratio
- image retrieval
- image representation
- pixel values
- pattern matching
- multiscale
- multimedia
- signal processing
- image compression
- human perception
- jpeg images
- quality measures
- human visual system
- image classification
- structural similarity
- image features
- reconstructed image
- quality metrics
- low level
- computational complexity
- visual information
- high quality