Ecosyste.ms: Awesome
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awesome_3d_restruction
https://github.com/qxiaofan/awesome_3d_restruction
Last synced: 1 day ago
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**场景合成/重建**
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单目图像
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Project with code
- ECCV 2016
- 3dr2n2: A unified approach for single and multi-view 3d object Reconstruction
- Learning a predictable and generative vector representation for objects
- Perspective transformer nets: Learning single-view 3d object reconstruction without 3d supervision - perspective-transformer-nets-learning-single-view-3d-object-reconstruction-without-3d-supervision.pdf) | Torch 7 |
- ECCV 2016
- Multi-view 3D Models from Single Images with a Convolutional Network - freiburg.de/Publications/2016/TDB16a/paper-mv3d.pdf) | Tensorflow |
- Single Image 3D Interpreter Network
- Weakly-Supervised Generative Adversarial Networks for 3D Reconstruction
- Hierarchical Surface Prediction for 3D Object Reconstruction
- Octree generating networks: Efficient convolutional architectures for high-resolution 3d outputs
- Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency
- SurfNet: Generating 3D shape surfaces using deep residual networks
- A Point Set Generation Network for 3D Object Reconstruction from a Single Image
- ICCV 2017
- ICCV 2017
- Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers
- SIGGRAPH Asia 2018
- Learning a probabilistic latent space of object shapes via 3d generative-adversarial modeling
- O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis - ps.github.io/O-CNN_files/CNN3D.pdf) | Caffe |
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Multi-view Stereo
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Software
- Multi-View Environment
- Visual SFM
- Bundler SFM
- openMVG: open Multiple View Geometry - Multiple View Geometry; Structure from Motion library & softwares
- Peter Kovesi's Matlab Functions for Computer Vision and Image Analysis
- MinimalSolvers - Minimal problems solver
- Floating Scale Surface Reconstruction
- Large-Scale Texturing of 3D Reconstructions
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paper
- Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching
- Learning Inverse Depth Regression for Multi-View Stereo with Correlation Cost Volume
- Point-Based Multi-View Stereo Network
- Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference
- NRMVS: Non-Rigid Multi-View Stereo
- Multi-View Stereo 3D Edge Reconstruction
- Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference
- State of the Art 3D Reconstruction Techniques - [Large scale MVS](http://www.cse.wustl.edu/~furukawa/papers/cvpr2014_tutorial_large_scale_mvs.pdf)
- Accurate, Dense, and Robust Multiview Stereopsis
- State of the art in high density image matching
- Pixelwise View Selection for Unstructured Multi-View Stereo - M. Frahm. ECCV 2016.
- TAPA-MVS: Textureless-Aware PAtchMatch Multi-View Stereo
- Multi-View Stereo via Graph Cuts on the Dual of an Adaptive Tetrahedral Mesh
- Towards high-resolution large-scale multi-view stereo - H. Vu, P. Labatut, J.-P. Pons, R. Keriven. CVPR 2009.
- Refinement of Surface Mesh for Accurate Multi-View Reconstruction
- Exploiting Visibility Information in Surface Reconstruction to Preserve Weakly Supported Surfaces
- A New Variational Framework for Multiview Surface Reconstruction
- Global, Dense Multiscale Reconstruction for a Billion Points
- Efficient Multi-view Surface Refinement with Adaptive Resolution Control
- Multi-View Inverse Rendering under Arbitrary Illumination and Albedo
- Shading-aware Multi-view Stereo
- Scalable Surface Reconstruction from Point Clouds with Extreme Scale and Density Diversity
- Matchnet: Unifying feature and metric learning for patch-based matching
- Efficient deep learning for stereo matching
- Learning a multi-view stereo machine
- Learned multi-patch similarity
- MVSNet: Depth Inference for Unstructured Multi-view Stereo
- DPSNET: END-TO-END DEEP PLANE SWEEP STEREO - Gon Jeon, Stephen Lin, In So Kweon. 2019.
- Point-based Multi-view Stereo Network
- Seamless image-based texture atlases using multi-band blending - P. Pons and R. Keriven. ICPR 2008.
- 3D Textured Model Encryption via 3D Lu Chaotic Mapping
- Multi-view stereo: A tutorial
- Multi-View Stereo with Single-View Semantic Mesh Refinement
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Project&code
- 多视角立体视觉MVS简介
- GPUIma + fusibile - contamination |
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Courses
- Computational Photography - Alexei A. Efros (CMU)
- Digital & Computational Photography - Fredo Durand (MIT)
- Courses in Graphics - Stanford University
- Introduction to Visual Computing - Kyros Kutulakos (University of Toronto)
- Computational Photography - Kyros Kutulakos (University of Toronto)
- Computational Photography - Derek Hoiem (UIUC)
- Image Manipulation and Computational Photography - Alexei A. Efros (UC Berkeley)
- Computational Photography - James Hays (Brown University)
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结构光
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标定
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Other Papers
- Enhanced phase measurement profilometry for industrial 3D inspection automation
- High-speed 3D image acquisition using coded structured light projection
- Structured light stereoscopic imaging with dynamic pseudo-random patterns
- Robust one-shot 3D scanning using loopy belief propagation
- Rapid shape acquisition using color structured light and multi-pass dynamic programming
- Profilometry of three-dimensional discontinuous solids by combining two-steps temporal phase unwrapping, co-phased profilometry and phase-shifting interferometry
- Accurate 3D measurement using a Structured Light System
- Robust Segmentation and Decoding of a Grid Pattern for Structured Light
- Absolute phase mapping for one-shot dense pattern projection
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综述
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Project with code
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Lectures&Video
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SFM
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参考
- Global Structure-from-Motion by Similarity Averaging
- 基于单目视觉的三维重建算法综述
- Photo Tourism: Exploring Photo Collections in 3D
- Towards linear-time incremental structure from motion
- Structure-from-Motion Revisited
- Combining two-view constraints for motion estimation
- Lie-algebraic averaging for globally consistent motion estimation
- Robust rotation and translation estimation in multiview reconstruction
- Global motion estimation from point matches - Nachimson, S. Z. Kovalsky, I. KemelmacherShlizerman, A. Singer, and R. Basri. 3DIMPVT 2012.
- A Global Linear Method for Camera Pose Registration
- Linear Global Translation Estimation from Feature Tracks
- Structure-and-Motion Pipeline on a Hierarchical Cluster Tree - D Digital Imaging and Modeling, 2009.
- Randomized Structure from Motion Based on Atomic 3D Models from Camera Triplets
- Hierarchical structure-and-motion recovery from uncalibrated images
- Parallel Structure from Motion from Local Increment to Global Averaging
- Multistage SFM : Revisiting Incremental Structure from Motion - > [Multistage SFM: A Coarse-to-Fine Approach for 3D Reconstruction](http://arxiv.org/abs/1512.06235), arXiv 2016.
- Robust Structure from Motion in the Presence of Outliers and Missing Data
- Open Source Structure-from-Motion - opensfm).
- Non-sequential structure from motion
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Project&code
- MicMac - B |
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TOF
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Project&code
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Planar Reconstruction
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3D人脸重建
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Datasets
- Face Alignment Across Large Poses: A 3D Solution
- Nonlinear 3D Face Morphable Model
- On Learning 3D Face Morphable Model from In-the-wild Images
- Cascaded Regressor based 3D Face Reconstruction from a Single Arbitrary View Image
- JointFace Alignment and 3D Face Reconstruction
- Photo-Realistic Facial Details Synthesis From Single Image
- FML: Face Model Learning from Videos
- Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric
- Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network
- Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning
- Photo-Realistic Facial Details Synthesis From Single Image
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立体视觉3D成像
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双目视觉
- On building an accurate stereo matching system on graphics hardware
- PMSC: PatchMatch-Based Superpixel Cut for Accurate Stereo Matching
- Efficient minimal-surface regularization of perspective depth maps in variational stereo
- Event-Driven Stereo Matching for Real-Time 3D Panoramic Vision
- Leveraging Stereo Matching with Learning-based Confidence Measures
- Cross-Scale Cost Aggregation for Stereo Matching
- Fast Cost-Volume Filtering for Visual Correspondence and Beyond
- A non-local cost aggregation method for stereo matching
- On building an accurate stereo matching system on graphics hardware
- Efficient large-scale stereo matching
- Accurate, dense, and robust multiview stereopsis
- A constant-space belief propagation algorithm for stereo matching
- Stereo matching with color-weighted correlation, hierarchical belief propagation, and occlusion handling
- Cost aggregation and occlusion handling with WLS in stereo matching
- Stereo matching: An outlier confidence approach
- Multi-view stereo for community photo collections
- A performance study on different cost aggregation approaches used in real-time stereo matching
- DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch
- Improved Stereo Matching with Constant Highway Networks and Reflective Confidence Learning
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教程
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综述
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纹理/材料分析与合成
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