Comparison of Two Image Enhancement Techniques: Histogram Equalization and Gamma Method
School Name
Blythewood High School
Grade Level
11th Grade
Presentation Topic
Computer Science
Presentation Type
Non-Mentored
Abstract
Two image enhancement methods are compared: histogram equalization (HE) method and gamma or power law method. Intensity transformations are among the simplest of all image processing techniques. In HE method, pixels of the image occupy the entire range of possible intensity levels, which results in high contrast. In gamma method, fractional values of gamma map a narrow range of dark input values into a wider range of output values. We claimed that the rate of success for HE method is greater than that from the gamma method. Using the p-value we failed to reject the null hypothesis at significance level (α) = .05, suggesting there is no sufficient evidence to support the claim that the rate of success for HE method is greater than that from the gamma method.
Recommended Citation
Sailesh, Abhimanyu, "Comparison of Two Image Enhancement Techniques: Histogram Equalization and Gamma Method" (2019). South Carolina Junior Academy of Science. 71.
https://scholarexchange.furman.edu/scjas/2019/all/71
Location
Founders Hall 140 B
Start Date
3-30-2019 10:00 AM
Presentation Format
Oral and Written
Group Project
No
Comparison of Two Image Enhancement Techniques: Histogram Equalization and Gamma Method
Founders Hall 140 B
Two image enhancement methods are compared: histogram equalization (HE) method and gamma or power law method. Intensity transformations are among the simplest of all image processing techniques. In HE method, pixels of the image occupy the entire range of possible intensity levels, which results in high contrast. In gamma method, fractional values of gamma map a narrow range of dark input values into a wider range of output values. We claimed that the rate of success for HE method is greater than that from the gamma method. Using the p-value we failed to reject the null hypothesis at significance level (α) = .05, suggesting there is no sufficient evidence to support the claim that the rate of success for HE method is greater than that from the gamma method.
