Computer Vision: A Unified, Biologically-Inspired Approach
Computer Vision: A Unified, Biologically-Inspired Approach
Scattered Data Interpolation with Multilevel B-Splines
IEEE Transactions on Visualization and Computer Graphics
Non-uniform sampling for improved appearance-based models
Pattern Recognition Letters
Reverse Engineering the Human Vision System: A Possible Explanation for the Role of Microsaccades
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 4 - Volume 04
3D scattered data interpolation and approximation with multilevel compactly supported RBFs
Graphical Models - Special issue on SMI 2003
Hexagonal Image Processing: A Practical Approach (Advances in Pattern Recognition)
Hexagonal Image Processing: A Practical Approach (Advances in Pattern Recognition)
Prediction from off-grid samples using continuous normalized convolution
Signal Processing
Robust fusion of irregularly sampled data using adaptive normalized convolution
EURASIP Journal on Applied Signal Processing
A fractal-based relaxation algorithm for shape from terrain image
Computer Vision and Image Understanding
Image Compression with Anisotropic Diffusion
Journal of Mathematical Imaging and Vision
Efficient reconstruction from non-uniform point sets
The Visual Computer: International Journal of Computer Graphics
A hybrid MLP-PNN architecture for fast image superresolution
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Towards PDE-Based image compression
VLSM'05 Proceedings of the Third international conference on Variational, Geometric, and Level Set Methods in Computer Vision
Computationally attractive reconstruction of bandlimited images from irregular samples
IEEE Transactions on Image Processing
The farthest point strategy for progressive image sampling
IEEE Transactions on Image Processing
Resolution enhancement of color video sequences
IEEE Transactions on Image Processing
Hex-splines: a novel spline family for hexagonal lattices
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
Reconstruction of nonuniformly sampled images in spline spaces
IEEE Transactions on Image Processing
A Fast Image Super-Resolution Algorithm Using an Adaptive Wiener Filter
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
Image reconstruction by prioritized incremental normalized convolution
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
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We present an algorithm for the reconstruction of images from irregularly placed samples, using linear splines with control points on a hexagonal grid. Several spline approximations are computed for different transformations of the control point grid (e.g. translations and rotations). These approximations are then merged together after compensation of the transformations, yielding a high-quality invariant image reconstruction. Evaluations show that the use of hexagonal grids of the ''invariance by integration'' principle improves reconstruction quality. An application to image coding is also presented.