Laser & Optoelectronics Progress, Volume. 58, Issue 22, 2210005(2021)
Edge Detection Algorithm for Unevenly Illuminated Images Based on Parameterized Logarithmic Image Processing Model
Fig. 5. Four-direction Sobel operator templates. (a) x-axis direction template; (b) y-axis direction template; (c) 45° direction template; (d) 135° direction template
Fig. 7. Gradient image comparison results. (a) Test image; (b) gradient image of proposed algorithm; (c) gradient image of Ref. [14] algorithm; (d) traditional Sobel algorithm gradient image
Fig. 11. Image of measured target. (a) Car image; (b) triangle base image; (c) triangle base and number plate combination image
Fig. 12. Results of algorithm flow. (a) Original image; (b) filtered image; (c) gradient image; (d) final result image
Fig. 13. Comparison of edge detection results. (a) Original image; (b) traditional Canny algorithm; (c) Sobel algorithm; (d) Ref. [14] algorithm; (e) proposed algorithm
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Jiansi Liu, Liju Yin, Jinfeng Pan, Yumin Cui, Xiangyu Tang. Edge Detection Algorithm for Unevenly Illuminated Images Based on Parameterized Logarithmic Image Processing Model[J]. Laser & Optoelectronics Progress, 2021, 58(22): 2210005
Category: Image Processing
Received: Nov. 27, 2020
Accepted: Jan. 22, 2021
Published Online: Oct. 29, 2021
The Author Email: Liju Yin (Ljyin@163.com)