CVPR 2018 3D Reconstruction
2D Techniques
Semantic Segmentation
Object Detection
Instance Segmentation
CNN
Slam
CodeSlam (CVPR 2018 Best Candidate)
Semantic Segmentation
CNN
PointNet (CVPR 2017)
PointNet++
Graph CNN
3D Gird or Mesh
SFS
Intrinsic3D (ICCV 2017)
RNN
Pose
Hand
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals
Fusion
KillingFusion (CVPR 2017)
SobolevFusion (CVPR 2018)
Depth Domain Adoption
GAN
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation ❤
3D Point Alignment
PGM
Density Adaptive Point Set Registration (CVPR 2018)
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis
Localization
Geometry-Aware Learning of Maps for Camera Localization (MapNet) CVPR 2018 Oral
Polarimetric Dense Monocular SLAM
Event Camera
A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation
Face
Modeling Facial Geometry Using Compositional VAEs 🚩
MRF
Fight Ill-Posedness With Ill-Posedness: Single-Shot Variational Depth Super-Resolution From Shading (CVPR 2018 Oral)
Tangent Convolutions for Dense Prediction in 3D (CVPR 2018)
Deep Parametric Continuous Convolutional Neural Network
(CVPR 2018 Oral)
Recurrent Slice Networks for 3D Segmentation of Point Clouds
NN
Neural 3D Mesh Renderer (CVPR 2018)
PPFNet
Slam-Point Alignment
CRF; Attention
Structured Attention Guided Convolutional Neural Fields for Monocular Depth Estimation (CVPR 2018)
Geometry
Automatic 3D Indoor Scene Modeling from Single Panorama (CVPR 2018 Microsoft)
Extreme 3D Face Reconstruction: Seeing Through Occlusions(CVPR 2018)
Ransac Algo
Beyond Grobner Bases: Basis Selection for Minimal Solvers
Rotation Average
Rotation Averaging and Strong Duality(CVPR 2018)
AtlasNet (CVPR 2018) 🚩
Generative Query Network (DeepMind 2018.06)
Semantic
DS-SLAM(IROS 2018)