3D reconstruction 논문 리뷰 2023. 1. 26. [3D Reconstruction] NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review 리뷰 (4) Author: Jihwa Lee Team: Autonomous Driving Team @ CAI Lab Date: 2023/01/26 출처: https://arxiv.org/pdf/2210.00379v1.pdf 3.8 Applications 아래 많은 분야의 모델들 중 관심있는 분야인 Image Processing의 Labeling 부분만 살펴보겠다. 3.8.1 Urban -> pass 3.8.2 Human Body -> pass 3.8.3 Image Processing Semantic-NeRF (March 2021) novel view를 위한 semantic label을 생성할 수 있는 NeRF model이다. 추가적인 indendent MLP를 추가하여 해결하였다. MLP의 input으로는 input.. 논문 리뷰 2023. 1. 25. [3D Reconstruction] NeRF: Neural Radiance Field in 3D Vision, A Comprehensive Review 리뷰 (3) Author: Jihwa Lee Team: Autonomous Driving Team @ CAI Lab Date: 2023/01/25 출처: https://arxiv.org/pdf/2210.00379v1.pdf 3. Neural Radiance Field ( NeRF ) 아래 많은 분야의 모델들 중 관심있는 분야인 Fundamentals와 Pose Estimation 부분만 살펴보겠다. 3.1 Fundamentals Mip-NeRF (March 2021) 기본 모델에 대비하여 저해상도에서 좋은 결과를 나타냈다. standard NeRF의 ray tracing 대신 *cone tracing을 이용 ( *cone tracing: 두께가 없는 광선을 두꺼운 관선으로 대체하는 광선 추적 알고리즘) 이를 위해 *.. 이전 1 다음
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