Optical Flow

Published: 09 Oct 2015 Category: deep_learning

Papers

FlowNet: Learning Optical Flow with Convolutional Networks

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

Optical Flow Estimation using a Spatial Pyramid Network

Guided Optical Flow Learning

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume

Occlusion Aware Unsupervised Learning of Optical Flow

https://arxiv.org/abs/1711.05890

Joint Coarse-And-Fine Reasoning for Deep Optical Flow

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

Learning Optical Flow via Dilated Networks and Occlusion Reasoning

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation

ProFlow: Learning to Predict Optical Flow

https://arxiv.org/abs/1806.00800

Learning Human Optical Flow

https://arxiv.org/abs/1806.05666

DDFlow: Learning Optical Flow with Unlabeled Data Distillation

Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation

Attacking Optical Flow

Learning optical flow from still images

Sensor-Guided Optical Flow

FlowFormer: A Transformer Architecture for Optical Flow

CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow