Edge Detection steps 1. Image Smoothing: This step involves
![](https://www.researchgate.net/publication/339551773/figure/fig1/AS:863426553315328@1582868340596/Edge-Detection-steps-1-Image-Smoothing-This-step-involves-filtering-the-image-for-noise.png)
![](https://www.researchgate.net/profile/Vijayarani-Mohan/publication/339551773/figure/tbl1/AS:863426553319424@1582868340651/Edge-detection-Accuracy-measure_Q320.jpg)
PDF) A Performance Comparison of Edge Detection Techniques for
![](https://www.researchgate.net/profile/Raghad-Azeez-2/publication/369799438/figure/fig1/AS:11431281139374570@1680854073381/Dlib-Facial-Orientation-43_Q320.jpg)
Different types of Edge detection techniques
![](https://www.researchgate.net/publication/365554968/figure/fig1/AS:11431281152895231@1682214802705/Proposed-architecture-for-view-i-where-1-i-3_Q320.jpg)
Shows the original image with noise (a), smoothen image using
![](https://www.researchgate.net/profile/Yukti-Bandi-2/publication/355182617/figure/fig1/AS:1078429617270784@1634129065226/Neighborhood-of-pixel-P-One-parameter-is-difference-of-average-of-P-r-s-eight-neighbors_Q320.jpg)
Edge content in every bit of image, for various Edge Detection
![](https://www.researchgate.net/publication/339547593/figure/fig3/AS:863363936571394@1582853411917/Sliding-window-used-in-APS-convolver.png)
Sliding window used in APS convolver
![](https://www.researchgate.net/profile/Hooman-Nikmehr-2/publication/339547593/figure/fig3/AS:863363936571394@1582853411917/Sliding-window-used-in-APS-convolver_Q320.jpg)
Performance comparison of 672 PSs for different noise intensities
![](https://www.researchgate.net/publication/264867843/figure/fig5/AS:1088952618491905@1636637944044/NREM-01917-Yitzhakys-11953.jpg)
NREM = 0.1917; Yitzhaky's = −1.1953
![](https://www.researchgate.net/publication/363860290/figure/fig1/AS:11431281093610837@1667245775507/Squid-Species-Image-Database_Q320.jpg)
Edge detection -Accuracy measure
![](https://www.researchgate.net/profile/Ayoub-Ezzaki/publication/349624483/figure/fig1/AS:995402912387081@1614333956935/Bloch-sphere_Q320.jpg)
Shows the original image with noise (a), smoothen image using
![](https://www.researchgate.net/profile/Isaack-Kamanga/publication/364809034/figure/fig1/AS:11431281092546055@1666889009165/Edge-detection-process-flow-by-the-proposed-algorithm_Q320.jpg)
Shows the original image with noise (a), smoothen image using
![](https://www.researchgate.net/publication/339547593/figure/fig1/AS:863363936575491@1582853411856/Performance-comparison-of-672-PSs-for-different-noise-intensities-where-S-and-T.png)
Performance comparison of 672 PSs for different noise intensities
![](https://www.researchgate.net/publication/339034721/figure/fig3/AS:855022426402817@1580864640234/Architecture-of-the-apple-edge-detection-deep-learning-network_Q320.jpg)
Architecture of the apple edge detection deep learning network
![](https://www.researchgate.net/publication/339551773/figure/tbl1/AS:863426553319424@1582868340651/Edge-detection-Accuracy-measure.png)
Edge detection -Accuracy measure
![](https://www.researchgate.net/profile/Vijayarani-Mohan/publication/339551773/figure/tbl2/AS:863426553339905@1582868340673/Edge-detection-Execution-time_Q320.jpg)
Edge detection -Execution time