Corpus ID: 10243191

Human Vision Models for Perceptually Optimized Image Processing – A Review

@inproceedings{Nadenau2000HumanVM,
  title={Human Vision Models for Perceptually Optimized Image Processing – A Review},
  author={M. Nadenau and Stephan M. Winkler and D. Alleysson and M. Kunt},
  year={2000}
}
  • M. Nadenau, Stephan M. Winkler, +1 author M. Kunt
  • Published 2000
  • Computer Science
  • By taking into account the properties and limitations of the human visual system (HVS), images can be more efficiently compressed, colors more accurately reproduced, prints better rendered, to mention a few major advantages. To achieve these goals it is necessary to build a computational model of the HVS. In this paper we give an introduction to the general issue of HVS-modeling and review the specific applications of visual quality assessment and HVS-based image compression, which are closely… CONTINUE READING
    64 Citations
    A HVS-inspired Attention Map to Improve CNN-based Perceptual Losses for Image Restoration
    • 1
    • Highly Influenced
    • PDF
    A HVS-Inspired Attention to Improve Loss Metrics for CNN-Based Perception-Oriented Super-Resolution
    • 1
    • Highly Influenced
    • PDF
    Image quality assessment based on the space similarity decomposition model
    • 14
    Psychovisual Evaluation of Lossy CMYK Image Compression for Printing Applications
    • 5
    • Highly Influenced
    Why Are Deep Representations Good Perceptual Quality Features?
    • 1
    • PDF
    Visual masking model for perceptual color image compression
    • C. Charrier, Thierry Eude
    • Engineering, Computer Science
    • International Congress on High-Speed Imaging and Photonics
    • 2003
    • 1
    Analysis and Interpretation of Deep CNN Representations as Perceptual Quality Features
    Wavelet-based color image compression: exploiting the contrast sensitivity function
    • 173
    • PDF
    Bio-inspired color image enhancement model
    • Y. Zheng
    • Physics, Engineering
    • Defense + Commercial Sensing
    • 2009
    • 2
    • PDF

    References

    SHOWING 1-10 OF 183 REFERENCES
    Modeling the perception of digital images: a performance study
    • 26
    Visual difference metric for realistic image synthesis
    • 27
    • PDF
    Issues in vision modeling for perceptual video quality assessment
    • 253
    • PDF
    A Visual Model Weighted Cosine Transform for Image Compression and Quality Assessment
    • N. B. Nill
    • Mathematics, Computer Science
    • IEEE Trans. Commun.
    • 1985
    • 268
    The Application Of Human Visual System Models To Digital Color Image Compression
    • C. F. Hall
    • Mathematics, Engineering
    • Other Conferences
    • 1986
    • 6
    Image-compression-related contrast-masking measurements
    • 18
    Picture Quality Prediction Based on a Visual Model
    • 177
    Perceptual distortion measure for edgelike artifacts in image sequences
    • 19
    Comparison of two image quality models
    • 66
    • PDF