[계획] 1월에 리뷰할 논문 목록

1월동안 3D vision과 관련된 논문들을 리뷰해보고자 한다.

CVPR, ICCV, ECCV에서 상을 받은 논문들이다.

아래 링크를 참고했다.

https://github.com/yyyujintang/Awesome-CV-Best-Paper-List?tab=readme-ov-file

GitHub - yyyujintang/Awesome-CV-Best-Paper-List: Awesome Best Papers in Computer Vision Top Conference(CVPR/ICCV/ECCV)

 

3d vision

"PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" (2017)
“NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis” (2020, ECCV Best Paper Honorable Mention Award)

“Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields” (2022, CVPR Best Paper Honorable Mention Award)

 

“Mip-NeRF: A Multiscale Representation for Anti-Aliasing Neural Radiance Fields” (2021, ICCV Best Paper Honorable Mention Award)

“pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction” (2024, CVPR Best Paper Honorable Mention Award)

“Mip-Splatting: Alias-free 3D Gaussian Splatting” (2024, CVPR Best Student Paper Award)

“SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency” (2024, CVPR Best Paper Honorable Mention Award)

기회가 된다면..

“Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies” (2018, CVPR Best Student Paper Award)

“Pose-NDF: Modelling Human Pose Manifolds with Neural Distance Fields” (2022, ECCV Best Paper Honorable Mention Award)

“Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild” Demo (2020, CVPR Best Paper Award)

“Asynchronous Single-Photon 3D Imaging” (2019, ICCV Best Paper Honorable Mention Award)“Real-Time 3D Reconstruction and 6-DoF Tracking with an Event Camera” (2016, ECCV Best Paper Award)

 

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자율주행

"Are we ready for Autonomous Driving? The KITTI Vision Benchmark Suite" (2012)

"End-to-End Learning for Self-Driving Cars" (2016)

 

"PointNet++: Deep hierarchical feature learning on point sets in a metric space" (2017, NeurIPS)

“Implicit 3D Orientation Learning for 6D Object Detection from RGB Images” (2018, ECCV Best Paper Award)

"Stereo R-CNN based 3D Object Detection for Autonomous Driving" (2019)

“Common Objects in 3D: LargeScale Learning and Evaluation of Real-life 3D Category Reconstruction” (2021, ICCV Best Paper Honorable Mention Award)

 

"Multi-View 3D Object Detection Network for Autonomous Driving" (2017)

"Deep Reinforcement Learning for Autonomous Driving: A Survey" (2020)

“3D Registration With Maximal Cliques” (2023, CVPR Best Student Paper Award)

 

리뷰해가면서 그때그때 지워볼 예정이다.

 

화이팅