3D Object Reconstruction From A Single Image | Project Page Papers with codes Project Paper Framework 3dr2n2: A unified approach for single and multi-view 3d object Reconstruction ECCV 2016 Theano Learning a predictable and generative vector representation for objects ECCV 2016 Caffe Learning a probabilistic latent space of object shapes via 3d generative-adversarial modeling NIPS 2016 Torch 7 Perspective transformer nets: Learning single-view 3d object reconstruction without 3d supervision NIPS 2016 Torch 7 Deep disentangled representations for volumetric reconstruction ECCV 2016 Multi-view 3D Models from Single Images with a Convolutional Network ECCV 2016 Tensorflow Single Image 3D Interpreter Network ECCV 2016 Torch 7 Weakly-Supervised Generative Adversarial Networks for 3D Reconstruction 3DV 2017 Theano Hierarchical Surface Prediction for 3D Object Reconstruction 3DV 2017 Torch 7 Octree generating networks: Efficient convolutional architectures for high-resolution 3d outputs ICCV 2017 Caffe Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency CVPR 2017 Torch 7 SurfNet: Generating 3D shape surfaces using deep residual networks CVPR 2017 Matlab A Point Set Generation Network for 3D Object Reconstruction from a Single Image CVPR 2017 Tensorflow O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis SIGGRAPH 2017 Caffe Rethinking Reprojection: Closing the Loop for Pose-aware Shape Reconstruction from a Single Image ICCV 2017 Scaling CNNs for High Resolution Volumetric Reconstruction From a Single Image ICCV 2017 Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55 ICCV 2017 Learning a Hierarchical Latent-Variable Model of 3D Shapes 3DV 2018 Tensorflow Learning Efficient Point Cloud Generation for Dense 3D Object Reconstruction AAAI 2018 Tensorflow DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image ACCV 2018 Tensorflow Image2Mesh: A Learning Framework for Single Image 3DReconstruction ACCV 2018 Pytorch Neural 3D Mesh Renderer CVPR 2018 Chainer Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction CVPR 2018 Torch 7 Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers CVPR 2018 Pytorch AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation CVPR 2018 Pytorch Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images ECCV 2018 Tensorflow Multiresolution Tree Networks for 3D Point Cloud Processing ECCV 2018 Pytorch Adaptive O-CNN: A Patch-based Deep Representation of 3D Shapes SIGGRAPH Asia 2018 Learning Implicit Fields for Generative Shape Modeling CVPR 2019 Tensorflow Occupancy Networks: Learning 3D Reconstruction in Function Space CVPR 2019 Pytorch DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation CVPR 2019 Pytorch
