๐Ÿ“‘ Paper/๐Ÿ–ผ๏ธ Computer Vision 1

Affective Image Classification using Features Inspired by Psychology and Art Theory

Affective Image Classification using Features Inspired by Psychology and Art Theory (2010) ABSTRACT ์ด๋ฏธ์ง€๋Š” ๊ฐ์ •์ ์ธ ์ˆ˜์ค€์—์„œ ์‚ฌ๋žŒ๋“ค์—๊ฒŒ ์˜ํ–ฅ์„ ๋ฏธ์น  ์ˆ˜ ์žˆ์Œ ๊ทธ๋Ÿฌ๋‚˜ ์ด๋ฏธ์ง€๋ฅผ ๋ณด๋Š” ์‚ฌ๋žŒ์—๊ฒŒ ๋ฐœ์ƒํ•˜๋Š” ๊ฐ์ •์€ ๋งค์šฐ ์ฃผ๊ด€์ ์ด๊ธฐ ๋•Œ๋ฌธ์— ์ธ๋ฑ์Šค๊ฐ€ ํ˜•์„ฑ๋˜๋Š” ๊ฒฝ์šฐ๋Š” ๊ฑฐ์˜ ์—†์Œ BUT ๊ฐ์ •์ ์ธ ๋‚ด์šฉ์„ ๊ธฐ๋ฐ˜์œผ๋กœ ์ด๋ฏธ์ง€๋ฅผ ๊ฒ€์ƒ‰ํ•  ์ˆ˜ ์žˆ๋‹ค๋ฉด ๋„์›€์ด ๋  ์ˆ˜ ์žˆ๋Š” ์ƒํ™ฉ์ด ์žˆ์Œ ํ•ด๋‹น ๋…ผ๋ฌธ์€ ์ด๋ฏธ์ง€์˜ ๊ฐ์ •์ ์ธ ๋‚ด์šฉ์„ ๋‚˜ํƒ€๋‚ด๋Š” low level feature๋ฅผ ์ถ”์ถœํ•˜๊ณ  ๊ฒฐํ•ฉํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ์กฐ์‚ฌํ•˜๊ณ  ๊ฐœ๋ฐœํ•˜์—ฌ ์ด๋ฏธ์ง€ ๊ฐ์ • ๋ถ„๋ฅ˜์— ์‚ฌ์šฉํ•จ ์‹ฌ๋ฆฌํ•™๊ณผ ์˜ˆ์ˆ  ์ด๋ก ์˜ ์ด๋ก ์ ์ด๊ณ  ๊ฒฝํ—˜์ ์ธ ๊ฐœ๋…์„ ํ™œ์šฉํ•˜์—ฌ ๊ฐ์ •์ ์ธ ํ‘œํ˜„์œผ๋กœ ์˜ˆ์ˆ  ์ž‘ํ’ˆ ์˜์—ญ์— ๊ณ ์œ ํ•œ ์ด๋ฏธ์ง€ ํŠน์ง•์„ ์ถ”์ถœํ•จ → I..