Gabor Filter
- Login to Download
- 1 Credits
Resource Overview
The Gabor filter is renowned for approximating the receptive field properties of the visual cortex in human vision systems. Recent advancements in computer vision applications demonstrate the technique's proven success and promising potential. This directory provides implementation code for Gabor filtering with detailed explanations of filter bank construction strategies in the accompanying paper.
Detailed Documentation
The Gabor filter is widely recognized for its capability to mimic the characteristics of the cortical cells in human visual perception. This technique has demonstrated significant success and shows considerable promise across various computer vision applications. The current directory contains implementation code for Gabor filtering and texture feature extraction, including functions for generating multi-scale and multi-orientation Gabor filter banks. The accompanying paper in the subdirectory elaborates on the mathematical formulation and implementation strategy for constructing optimal Gabor filter banks, covering key parameters such as wavelength (λ), orientation (θ), phase offset (ψ), and bandwidth (σ).
- Login to Download
- 1 Credits