CVPR2020｜立体视觉相关论文汇总（附论文链接/开源代码/解析）【持续更新】
CVPR2020｜立体视觉相关论文汇总
- 光场重建
- Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization
- Learning Fused Pixel and Feature-Based View Reconstructions for Light Fields
- 深度图超分辨率
- Channel Attention Based Iterative Residual Learning for Depth Map Super-Resolution
- Attention-Aware Multi-View Stereo
- Multi-View Neural Human Rendering
- BlendedMVS: A Large-Scale Dataset for Generalized Multi-View Stereo Networks
- Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement
- Mesh-Guided Multi-View Stereo With Pyramid Architecture
- Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching
- Cost Volume Pyramid Based Depth Inference for Multi-View Stereo
- 4D Visualization of Dynamic Events From Unconstrained Multi-View Videos
- Deep Facial Non-Rigid Multi-View Stereo
- Deep 3D Capture: Geometry and Reflectance From Sparse Multi-View Images
- A Novel Recurrent Encoder-Decoder Structure for Large-Scale Multi-View Stereo Reconstruction From an Open Aerial Dataset
- Learning Multi-View Camera Relocalization With Graph Neural Networks
- 参考
整理了下今年CVPR立体视觉相关的一些论文，大家如果觉得有帮助，记得帮忙点个赞
CVPR2020的所有论文：http://openaccess.thecvf.com/CVPR2020.py
CVPR2020Workshops：http://openaccess.thecvf.com/CVPR2020_workshops/menu.py
光场重建
Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization
论文：https://arxiv.org/abs/2004.02215
代码：https://github.com/jingjin25/LFSSR-ATO
Learning Fused Pixel and Feature-Based View Reconstructions for Light Fields
论文：http://openaccess.thecvf.com/content_CVPR_2020/html/Shi_Learning_Fused_Pixel_and_Feature-Based_View_Reconstructions_for_Light_Fields_CVPR_2020_paper.html
代码：
深度图超分辨率
Channel Attention Based Iterative Residual Learning for Depth Map Super-Resolution
论文：https://arxiv.org/abs/2006.01469
Attention-Aware Multi-View Stereo
论文：http://openaccess.thecvf.com/content_CVPR_2020/html/Luo_Attention-Aware_Multi-View_Stereo_CVPR_2020_paper.html
Multi-View Neural Human Rendering
论文：http://openaccess.thecvf.com/content_CVPR_2020/html/Wu_Multi-View_Neural_Human_Rendering_CVPR_2020_paper.html
BlendedMVS: A Large-Scale Dataset for Generalized Multi-View Stereo Networks
论文：http://openaccess.thecvf.com/content_CVPR_2020/html/Yao_BlendedMVS_A_Large-Scale_Dataset_for_Generalized_Multi-View_Stereo_Networks_CVPR_2020_paper.html
Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement
论文：http://openaccess.thecvf.com/content_CVPR_2020/html/Yu_Fast-MVSNet_Sparse-to-Dense_Multi-View_Stereo_With_Learned_Propagation_and_Gauss-Newton_Refinement_CVPR_2020_paper.html
Mesh-Guided Multi-View Stereo With Pyramid Architecture
论文：http://openaccess.thecvf.com/content_CVPR_2020/html/Wang_Mesh-Guided_Multi-View_Stereo_With_Pyramid_Architecture_CVPR_2020_paper.html
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching
论文：http://openaccess.thecvf.com/content_CVPR_2020/html/Gu_Cascade_Cost_Volume_for_High-Resolution_Multi-View_Stereo_and_Stereo_Matching_CVPR_2020_paper.html
Cost Volume Pyramid Based Depth Inference for Multi-View Stereo
论文：http://openaccess.thecvf.com/content_CVPR_2020/html/Yang_Cost_Volume_Pyramid_Based_Depth_Inference_for_Multi-View_Stereo_CVPR_2020_paper.html
4D Visualization of Dynamic Events From Unconstrained Multi-View Videos
论文：http://openaccess.thecvf.com/content_CVPR_2020/html/Bansal_4D_Visualization_of_Dynamic_Events_From_Unconstrained_Multi-View_Videos_CVPR_2020_paper.html
Deep Facial Non-Rigid Multi-View Stereo
论文：http://openaccess.thecvf.com/content_CVPR_2020/html/Bai_Deep_Facial_Non-Rigid_Multi-View_Stereo_CVPR_2020_paper.html
Deep 3D Capture: Geometry and Reflectance From Sparse Multi-View Images
论文：http://openaccess.thecvf.com/content_CVPR_2020/html/Bi_Deep_3D_Capture_Geometry_and_Reflectance_From_Sparse_Multi-View_Images_CVPR_2020_paper.html
A Novel Recurrent Encoder-Decoder Structure for Large-Scale Multi-View Stereo Reconstruction From an Open Aerial Dataset
论文 ：http://openaccess.thecvf.com/content_CVPR_2020/html/Liu_A_Novel_Recurrent_Encoder-Decoder_Structure_for_Large-Scale_Multi-View_Stereo_Reconstruction_CVPR_2020_paper.html
Learning Multi-View Camera Relocalization With Graph Neural Networks
论文：http://openaccess.thecvf.com/content_CVPR_2020/html/Xue_Learning_Multi-View_Camera_Relocalization_With_Graph_Neural_Networks_CVPR_2020_paper.html
参考
[1] 杜克大学提出 AI 算法，拯救渣画质马赛克秒变高清
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