JOURNAL ARTICLE

Wavelet-based enhancement of cardiac X-ray image sequences

Abstract

An edge-based contrast enhancement method is demonstrated on cardiac X-ray images. A wavelet generated multiscale gradient representation provides the framework for applying various image gradient transformations at different scales in order to emphasize features of certain sizes. Noise magnification can be controlled by choosing the appropriate transformation at the scales where noise is more prevalent.

Keywords:
Wavelet Morphological gradient Magnification Noise (video) Artificial intelligence Wavelet transform Transformation (genetics) Computer science Image (mathematics) Pattern recognition (psychology) Representation (politics) Contrast (vision) Enhanced Data Rates for GSM Evolution Computer vision Image enhancement Edge detection Algorithm Mathematics Image processing

Metrics

2
Cited By
0.00
FWCI (Field Weighted Citation Impact)
7
Refs
0.34
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Advanced Image Fusion Techniques
Physical Sciences →  Engineering →  Media Technology
Medical Image Segmentation Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
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