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Pose Estimation

Optical Papers

See Multiple-Camera 3D Motion Tracking with Optical Flow first, to understand what I want to achieve.

See hzwer/Awesome-Optical-Flow for more papers.

Following optical flow papers are good starting points.

Supervised Models

  • FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation
  • FlowFormer: A Transformer Architecture for Optical Flow
  • Global Motion Aggregation
  • Recurrent All Pairs Field Transforms for Optical Flow

Multi-Frame Supervised Models

  • Dense Optical Tracking: Connecting the Dots
  • VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow Estimation
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