JOURNAL ARTICLE

A real-time infrared image enhancement algorithm based on improved CLAHE

Abstract

Due to that the infrared thermal imaging system has the characteristics of low contrast and small dynamic range, this paper proposed an real-time infrared image enhancement algorithm based on Limit Contrast Adaptive Histogram Equalization (CLAHE) and also provided the algorithm implementation. The algorithm firstly divides the pretreated image data into several sub-regions of size, and then the histogram of the sub-region is calculated respectively, the clipping threshold of histogram is determined according to the image gradient information, the captured pixels are evenly distributed to each gray level. Finally, bi-linear interpolation is used to remove the unbalance effect of block edge transition. Experimental results show that compared with traditional algorithms, this algorithm is capable of suppressing the noise and highlight the edges and details of the image, as well as meeting the real-time requirement.

Keywords:
Computer science Image enhancement Adaptive histogram equalization Image (mathematics) Artificial intelligence Computer vision Algorithm Image processing Histogram equalization

Metrics

8
Cited By
0.14
FWCI (Field Weighted Citation Impact)
6
Refs
0.46
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Image Enhancement Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Infrared Target Detection Methodologies
Physical Sciences →  Engineering →  Aerospace Engineering
Advanced Image Fusion Techniques
Physical Sciences →  Engineering →  Media Technology

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