Computational Color Imaging
Springer International Publishing (Verlag)
978-3-031-72844-0 (ISBN)
This book constitutes the refereed proceedings of the 8th International Workshop on Computational Color Imaging, CCIW 2024, held in Milan, Italy, in September 2024.
The 18 full papers presented in this volume were carefully reviewed and selected from 21 submissions. In addition, the proceedings include 2 invited papers.
They are grouped into the following topics: color theory and spaces; image enhancement and retinex theory; hyperspectral and spectral imaging; printing and machine learning applications; perceptual quality, medical imaging, and art applications; color constancy.
.- Color Theory and Spaces.
.- Atomic color: from points to probability distributions.
.- Extended Wien and Planck Loci.
.- Uniform Color Space with Advanced Hue Linearity: PCS23-UCS.
.- Color difference in context: an experiment.
.- Image Enhancement and Retinex Theory.
.- Exploiting Milano Retinex Contrast to Enhance Images with Strong
Changes of Light Intensity.
.- Intrinsic Image Decomposition based on Retinex Theory, Superpixel
Segmentation and Scale-Space Computations.
.- Hyperspectral and Spectral Imaging.
.- VNIR and SWIR hyperspectral imaging for the study of Picasso paintings.
.- Stabilization of the spectral power distribution of a tunable
multichannel LED lighting system.
.- Low light hyperspectral imaging using HDR methods.
.- Spectral Imaging Methods for Estimating Fluorescence Emission
Spectra from Plant Grains and Leaves.
.- Stitching from spectral filter array video sequences.
.- Printing and Machine Learning Applications.
.- Dithering with Pascal Cellular Automata.
.- From Gutenberg to Llamas: print optimization through first principles
and AI.
.- Instance-based CycleGAN for object segmentation with few annotations.
.- ChromaPose: Robustness of 2D Pose Estimation Under Different Color
Illuminations.
.- Perceptual Quality, Medical Imaging, and Art Applications.
.- Investigation of Image Features for Perceptually Equivalent Gloss
Reproduction through Comparison of Real Objects and Images.
.- Classification of lung nodules on CT via pseudo-colour images and deep
features from pre-trained convolutional networks.
.- Painter Verification Using Color Palettes: An Exploratory Study.
.- Color Constancy.
.- Illuminant Equivariant Networks for Computational Color Constancy.
.- Revisiting Color Constancy Using CNNs: Including Recent Observations.
.- Enforcing temporal consistency for color constancy in video sequences.
| Erscheinungsdatum | 18.10.2024 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science |
| Zusatzinfo | XIX, 290 p. 132 illus., 107 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Netzwerke ► Sicherheit / Firewall |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Advances in Color Sensor Technology and Light Detection • Color and material appearance and reproduction • Color-based computer vision and image understanding • Color image enhancement and restoration • Color image quality assessment • Color image segmentation and classification • Color Imaging Applications in Scientific Research • Color in computer graphics and computer vision • Color in cultural heritage and art preservation • Color perception and color spaces • Computational photography and image rendering • High Dynamic Range and Color Processing in 3D Imaging • Machine learning for color image analysis • Multispectral and hyperspectral imaging |
| ISBN-10 | 3-031-72844-0 / 3031728440 |
| ISBN-13 | 978-3-031-72844-0 / 9783031728440 |
| Zustand | Neuware |
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