/humanpose_papernotes

Summary and notes on paper about human pose estimation.

2018

2017

2D

  • Integral Human Pose Regression paper
  • Cascaded Pyramid Network for Multi-Person Pose Estimation paper
  • Adversarial Learning of Structure-Aware Fully Convolutional Networks for Landmark Localization paper
  • PoseTrack: A Benchmark for Human Pose Estimation and Tracking paper
  • Dual Path Networks for Multi-Person Human Pose Estimation paper
  • Human Pose Regression by Combining Indirect Part Detection and Contextual Information paper
  • Human Pose Estimation using Global and Local Normalization paper
  • Learning Feature Pyramids for Human Pose Estimation paper torch
  • Long Short-Term Memory Kalman Filters: Recurrent Neural Estimators for Pose Regularization paper
  • A Greedy Part Assignment Algorithm for Realtime Multi-Person 2D Pose Estimation paper
  • Self Adversarial Training for Human Pose Estimation paper
  • Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation paper
  • Generative Partition Networks for Multi-Person Pose Estimation paper
  • Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation paper code(null)
  • Multi-Context Attention for Human Pose Estimation paper torch
  • Mass Displacement Networks paper

3D

  • Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation paper
  • A Simple yet Effective Baseline for 3D Human Pose Estimation paper tf
  • Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose paper torch
  • Learning Deep and Compact Models for Gesture Recognition paper
  • Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach paper
  • Structure-Aware and Temporally Coherent 3D Human Pose Estimation paper
  • MonoPerfCap: Human Performance Capture from Monocular Video paper
  • MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior paper
  • Recurrent 3D Pose Sequence Machines paper
  • Human Pose Forecasting via Deep Markov Models paper
  • A Generative Model of People in Clothing paper
  • A Dual-Source Approach for 3D Human Pose Estimation from a Single Image paper
  • VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera paper
  • Forecasting Human Dynamics from Static Images paper
  • Compositional Human Pose Regression paper
  • Optical Flow-based 3D Human Motion Estimation from Monocular Video paper
  • Learning from Synthetic Humans paper
  • Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image paper

2016

  • 3D Human Pose Estimation = 2D Pose Estimation + Matching paper
  • Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision paper
  • Convolutional Pose Machines paper caffe
  • Stacked Hourglass Networks for Human Pose Estimation paper torch
  • Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields paper caffe pytorch
  • Human pose estimation via Convolutional Part Heatmap Regression paper
  • Deep Kinematic Pose Regression paper

2015

  • Human Pose Estimation with Iterative Error Feedback paper

2014

  • Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations nips2014

2013

  • DeepPose: Human Pose Estimation via Deep Neural Networks paper
  • Monocular Image 3D Human Pose Estimation under Self-Occlusion ICCV2013

Before 2013

  • Pictorial Structures Revisited: People Detection and Articulated Pose Estimation cvpr2009
  • Latent Structured Models for Human Pose Estimation iccv2011

dataset