Gabor filters as texture discriminator
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Summary
The model was found to be in good correlation with known psychophysical characteristics as texton based texture segregation and micropattern density sensitivity, however, this simple model fails to predict human performance in discrimination tasks based on differences in the density of “terminators”.
- Type
- article
- Published
- 1989-06-01
- Cited by
- 637
- References
- 41
- OpenAlex
- https://openalex.org/W2063603851
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:14952808
Keywords
Discriminator, Artificial intelligence, Pattern recognition (psychology), Blob detection, Texture (cosmology)
References
- Computer Description of Textured Surfaces
- Local structure analyzers as determinants of preattentive pattern discrimination
- Texture discrimination by Gabor functions
- Digital Picture Processing
- The combination of spatial frequency and orientation is effortlessly perceived
- Experiments in the visual perception of texture.
- Computing texture boundaries from images
- The Emergence of Maya Civilization
- Micropattern properties and presentation conditions influencing visual texture discrimination
- Textural segmentation, second-order statistics, and textural elements
- Texton gradients: The texton theory revisited
- Early vision and texture perception
- Two-dimensional spectral analysis of cortical receptive field profiles.
- A brief outline of the texton theory of human vision
- Textons, the elements of texture perception, and their interactions
- Lateral inhibition between spatially adjacent spatial-frequency channels?
- Features and spatial filters
- Spatial frequency channels and perceptual grouping in texture segregation
- Features and objects in visual processing
- Image Analysis And Compact Coding By Oriented 2D Gabor Primitives
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- Automated Segmentation of Light-Sheet Fluorescent Imaging to Characterize Experimental Doxorubicin-Induced Cardiac Injury and Repair
- Detecting spikes of wheat plants using neural networks with Laws texture energy
- ROTATION INVARIANT TEXTURE CLASIFICATION USING GABOR WAVELETS
- Cumulus cloud synthetic rendering techniques and their evaluations
- Space-Frequency Shape Inference and Segmentation of 3D Surfaces
- The Texture-Transform : An Operator for Texture Detection and Discrimination
- Image Representation by the Magnitude of the Discrete Gabor Wavelet Transform
- A watch-list based classification system
- Edge- and region-based processes of 2nd-order vision
- Efficient FPGA Architectures for Separable Filters and Logarithmic Multipliers and Automation of Fish Feature Extraction Using Gabor Filters
- Outils et méthodes d'analyse d'images 3D texturées : application à la segmentation des images échographiques. (Tools and methods of analysis for 3D textured images : application to ultrasound images segmentation)
- A hypothesis-based approach to clinical psychophysics and to the design of visual tests: the Proctor Lecture.
- Covert attention effects on spatial resolution.
- 3D Position Estimation of a Person of Interest in Multiple Video Sequences : Person of Interest Recognition
- Object tracking: Appearance modeling and feature learning
- Automated interpretation of benthic stereo imagery
- Multiscale complex moments of the local power spectrum.
- Person re-Identification over distributed spaces and time
- Computerized Cell and Tissue Analysis
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