๐Ÿ“„ Neural Inverse Rendering from Propagating Light

TitleNeural Inverse Rendering from Propagating Light
Authors
Affiliation
Conference()
DOI
Keywords

์—ฐ๊ตฌ ๋ฐฐ๊ฒฝ (์™œ ์ด ์—ฐ๊ตฌ๋ฅผ ํ–ˆ๋Š”๊ฐ€?)

  • ๊ธฐ์กด ์—ฐ๊ตฌ์˜ ํ•œ๊ณ„ ๋˜๋Š” ๋ฌธ์ œ์ 
  • ๋…ผ๋ฌธ์ด ํ•ด๊ฒฐํ•˜๊ณ ์ž ํ•œ ํ•ต์‹ฌ ์งˆ๋ฌธ (Research Question)
  • ์ œ์•ˆ ๋ฐฉ๋ฒ•์˜ ํ•„์š”์„ฑ

์ฃผ์š” ์•„์ด๋””์–ด (๋ฌด์—‡์„ ์ œ์•ˆํ–ˆ๋Š”๊ฐ€?)

  • ํ•ต์‹ฌ ๊ฐœ๋… ๋˜๋Š” ๋ชจ๋ธ ๊ตฌ์กฐ ์š”์•ฝ
  • ์ƒˆ๋กœ์šด ์•Œ๊ณ ๋ฆฌ์ฆ˜/์ด๋ก ์˜ ํฌ์ธํŠธ
  • FigureยทEquation ์ค‘์‹ฌ์œผ๋กœ ํ•ต์‹ฌ ์ง๊ด€ ์ •๋ฆฌ

๋ฐฉ๋ฒ•๋ก  (์–ด๋–ป๊ฒŒ ๊ตฌํ˜„ํ–ˆ๋Š”๊ฐ€?)

  • ๋ฐ์ดํ„ฐ์…‹ / ์‹คํ—˜ ํ™˜๊ฒฝ
  • ๋ชจ๋ธ ๊ตฌ์กฐ, ํ•™์Šต ์„ค์ •, ํ•˜์ดํผํŒŒ๋ผ๋ฏธํ„ฐ
  • ๋น„๊ต ๋Œ€์ƒ (Baseline)

์‹คํ—˜ ๊ฒฐ๊ณผ ๋ฐ ๋ถ„์„

  • ์ฃผ์š” ์„ฑ๋Šฅ ์ง€ํ‘œ ์š”์•ฝ (ํ‘œ๋‚˜ ๊ทธ๋ž˜ํ”„๋กœ)
  • ๋น„๊ต ๊ฒฐ๊ณผ ์š”์•ฝ (ํ–ฅ์ƒ๋œ ๋ถ€๋ถ„ / ํ•œ๊ณ„์ )
  • ์ €์ž์˜ ํ•ด์„๊ณผ ๋‚ด ์ƒ๊ฐ ๋น„๊ต

๊ฒฐ๋ก  ๋ฐ ์‹œ์‚ฌ์ 

  • ๋…ผ๋ฌธ์ด ์ œ์‹œํ•œ ํ•ต์‹ฌ ๊ฒฐ๋ก 
  • ๋‚ด ํ•™์Šตยทํ”„๋กœ์ ํŠธ์— ์ ์šฉ ๊ฐ€๋Šฅํ•œ ๋ถ€๋ถ„
  • ๋‚จ์€ ์˜๋ฌธ์  ๋˜๋Š” ํ›„์† ์—ฐ๊ตฌ ์•„์ด๋””์–ด

๊ฐœ์ธ ์ฝ”๋ฉ˜ํŠธ

  • ์ดํ•ด๊ฐ€ ์–ด๋ ค์› ๋˜ ๋ถ€๋ถ„
  • ๋‹ค์‹œ ์ฐพ์•„๋ณผ ๊ฐœ๋… (๋…ผ๋ฌธ ๋‚ด ์šฉ์–ดยท์ฐธ๊ณ  ๋ฌธํ—Œ ๋“ฑ)
  • ์ถ”๊ฐ€ ์ฐธ๊ณ ํ•  ๋…ผ๋ฌธ