The Design and Use of Steerable Filters
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Summary
The authors present an efficient architecture to synthesize filters of arbitrary orientations from linear combinations of basis filters, allowing one to adaptively steer a filter to any orientation, and to determine analytically the filter output as a function of orientation.
- Type
- article
- Published
- 1991-09-01
- Cited by
- 3,512
- References
- 44
- Access
- Open access
- OpenAlex
- https://openalex.org/W1991605728
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:29187618
Keywords
Orientation (vector space), Artificial intelligence, Computer science, Pyramid (geometry), Filter (signal processing)
References
- Tensor Field Controlled Image Sequence Enhancement
- Texture Analysis Using Two-Dimensional Quadrature Filters
- Two-Dimensional Signal and Image Processing
- Application of quadrature mirror filters to split band voice coding schemes
- Steerable filters for early vision, image analysis, and wavelet decomposition
- In search of a general picture processing operator
- Feature detection in human vision: a phase-dependent energy model
- Multi-dimensional sub-band coding: Some theory and algorithms
- Rotation Invariance in Gradient and Higher Order Derivative Detectors
- Feature detection from local energy
- Early orientation selection: Tangent fields and the dimensionality of their support
- Applications of Polynomial Transforms in Image Coding and Computer Vision
- Analyzing Oriented Patterns
- Orthogonal Pyramid Transforms For Image Coding.
- The cortex transform: rapid computation of simulated neural images
- Subband coding of images
- DECOMPOSITION OF HARDY FUNCTIONS INTO SQUARE INTEGRABLE WAVELETS OF CONSTANT SHAPE
- Complete discrete 2-D Gabor transforms by neural networks for image analysis and compression
- The Laplacian Pyramid as a Compact Image Code
- Spatiotemporal energy models for the perception of motion.
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- Progress on Target and Terrain Recognition Research at Colorado State University.
- Curvilinear Structures Segmentation and Tracking in Interventional Imaging
- Flexible Spatial Configuration of Local Image Features
- ON THE MATHEMATICAL STRUCTURE OF DIRECTION AND MOTION ESTIMATION
- A visualization and segmentation toolbox for electron microscopy.
- Discriminative techniques for the recognition of complex-shaped objects
- Méthodes d'apprentissage pour l'estimation de la pose de la tête dans des images monoculaires. (Learning-based head pose estimation in monocular images)
- Sensible decoding
- Prior implicit knowledge shapes human threshold for orientation noise.
- Multi-scale morphological modeling of a class of structural texture
- Deep Crisp Boundaries: From Boundaries to Higher-Level Tasks
- Contour detection and image segmentation
- Probabilistic, features-based object recognition
- Fingerprint analysis via oriented band pass filters
- A Framework to Improve Matching Results of Widely Separated Views
- Sparse coding for machine learning, image processing and computer vision
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