Proceedings of the 27th annual conference on Computer graphics and interactive techniques
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
Transferring color to greyscale images
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Digital Image Processing
IEEE Computer Graphics and Applications
Laplacian Eigenmaps for dimensionality reduction and data representation
Neural Computation
Estimation of Color for Gray-level Image by Probabilistic Relaxation
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 3 - Volume 3
Kernel Methods for Pattern Analysis
Kernel Methods for Pattern Analysis
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Proceedings of the 3rd international symposium on Non-photorealistic animation and rendering
Colorization using optimization
ACM SIGGRAPH 2004 Papers
On Learning Vector-Valued Functions
Neural Computation
Nonlinear Projection Recovery in Digital Inpainting for Color Image Restoration
Journal of Mathematical Imaging and Vision
A Spectral Color Analysis and Colorization Technique
IEEE Computer Graphics and Applications
Optimal Rates for the Regularized Least-Squares Algorithm
Foundations of Computational Mathematics
The Journal of Machine Learning Research
Mercer’s theorem, feature maps, and smoothing
COLT'06 Proceedings of the 19th annual conference on Learning Theory
Soft Color Segmentation and Its Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
Color TV: total variation methods for restoration of vector-valued images
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
Color image enhancement via chromaticity diffusion
IEEE Transactions on Image Processing
Fast image and video colorization using chrominance blending
IEEE Transactions on Image Processing
Variational Models for Image Colorization via Chromaticity and Brightness Decomposition
IEEE Transactions on Image Processing
EGSR'05 Proceedings of the Sixteenth Eurographics conference on Rendering Techniques
Automatic grayscale image colorization using histogram regression
Pattern Recognition Letters
Image Color Transfer Approach by Analogy with Taylor Expansion
International Journal of System Dynamics Applications
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Motivated by the setting of reproducing kernel Hilbert space (RKHS) and its extensions considered in machine learning, we propose an RKHS framework for image and video colorization. We review and study RKHS especially in vectorial cases and provide various extensions for colorization problems. Theory as well as a practical algorithm is proposed with a number of numerical experiments.