Edge Detection
ยท
๐ŸŒƒ computer vision
Edge pixels : ๋ฐ๊ธฐ๊ฐ€ ๊ธ‰๊ฒฉํ•˜๊ฒŒ ๋ณ€ํ•˜๋Š” ๊ฒƒ โœ… ์–ด๋–ป๊ฒŒ detect edges๋ฅผ ํ•˜๋Š”๊ฐ€? [1์ฐจ์›] 1์ฐจ ๋ฏธ๋ถ„์„ ํ•œ๋‹ค. ์ฆ‰, ๋ฏธ๋ถ„ ํ–ˆ์„ ๋•Œ 0์ด ์•„๋‹Œ ํŠน์ •ํ•œ ๋ถ€๋ถ„์„ ์ฐพ์•„์„œ ๊ฒ€์ถœํ•˜๋Š” ๊ฒƒ. [2์ฐจ์›] image gradient๋ฅผ ์‚ฌ์šฉํ•œ๋‹ค. grad(f) = x์ถ• ๋ฐฉํ–ฅ์œผ๋กœ์˜ ๋ฏธ๋ถ„๊ฐ’๊ณผ y์ถ• ๋ฐฉํ–ฅ์œผ๋กœ์˜ ๋ฏธ๋ถ„ ๊ฐ’์œผ๋กœ ์ด๋ฃจ์–ด์ง„๋‹ค. * gradient vector์™€ edge direction์€ 90๋„ ์ฐจ์ด. * gradient vector๋Š” ํ•ด๋‹น ์œ„์น˜์—์„œ ๋ณ€ํ™”๋Ÿ‰์ด ๊ฐ€์žฅ ๊ธ‰๊ฒฉํ•œ ๋ฐฉํ–ฅ. [noise๊ฐ€ ์žˆ๋Š” ๊ฒฝ์šฐ] noise๊ฐ€ ์žˆ๋Š” ๊ฒฝ์šฐ, edge detection์ด ํž˜๋“ค๊ธฐ ๋•Œ๋ฌธ์— filtering์„ ์‚ฌ์šฉํ•ด์„œ noise๋ฅผ ์ œ๊ฑฐํ•œ๋‹ค. โœ… Edge detection ๋ฐฉ๋ฒ• 1. Sobel operators ์ž๊ธฐ ์ž์‹ ๊ณผ ์ฃผ..