Image Enhancement Performance Evaluation Metrics
Key performance metrics for image enhancement evaluation: 1. Euclidean Norm Error Metric 2. Equivalent Number of Looks (ENL) 3. Edge Preservation Index (EPI) 4. Contrast Enhancement Index (CEI)
Image Contrast Enhancement and Dehazing Using Homomorphic Filtering
Utilizing homomorphic filtering for contrast enhancement and haze removal in images, with extended support for color image processing.
CLAHE: Contrast Limited Adaptive Histogram Equalization - Algorithm Overview and Implementation Insights
CLAHE: Contrast Limited Adaptive Histogram Equalization stands as one of the most renowned algorithms in image enhancement, widely implemented through histogram processing with adaptive tile-based contrast limiting.
Contrast Enhancement, Histogram Equalization, and Filtering Algorithms
This collection contains MATLAB source code for image processing, featuring implementations of contrast enhancement, histogram equalization, and filtering techniques with detailed code explanations.
Contrast Enhancement in Image Processing for License Plate Recognition
Implementation of contrast enhancement techniques in image preprocessing for license plate recognition systems (tested with significant improvement in image clarity and character visibility)
Histogram Equalization Using MMBEBHE Image Processing Algorithm
Implementation of Modified Minimum Mean Brightness Error Bi-Histogram Equalization for Enhanced Image Contrast Preservation