Geometry Meets Deep Learning(专栏)

元气小坏坏 提交于 2019-12-17 00:08:22

Geometry Meets Deep Learning

2017

  • A Point Set Generation Network for 3D Object Reconstruction from a Single Image
  • Visual Attribute Transfer through Deep Image Analogy
  • FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
  • Inverse Compositional Spatial Transformer Networks
  • Convolutional neural network architecture for geometric matching

2016

  • Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks
  • View Synthesis by Appearance Flow

2015

  • FlowNet: Learning Optical Flow with Convolutional Networks
  • Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views
  • PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization
  • spatial transformer networks
    • [paper-NerulPS2015]
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