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Optical Flow Estimation

103 papers with code · Computer Vision

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Latest papers with code

Deep End-to-End Alignment and Refinement for Time-of-Flight RGB-D Module

17 Sep 2019sylqiu/tof_rgbd_processing

Recently, it is increasingly popular to equip mobile RGB cameras with Time-of-Flight (ToF) sensors for active depth sensing.

CALIBRATION OPTICAL FLOW ESTIMATION

1
17 Sep 2019

Flow-Motion and Depth Network for Monocular Stereo and Beyond

12 Sep 2019HKUST-Aerial-Robotics/Flow-Motion-Depth

Third, beyond two-view depth estimation, we further extend the above networks to fuse depth information from multiple target images and estimate the depth map of the source image.

CALIBRATION DEPTH ESTIMATION OPTICAL FLOW ESTIMATION

39
12 Sep 2019

Learning Task-Specific Generalized Convolutions in the Permutohedral Lattice

9 Sep 2019visinf/semantic_lattice

When adding our network layer to state-of-the-art networks for optical flow and semantic segmentation, boundary artifacts are removed and the accuracy is improved.

OPTICAL FLOW ESTIMATION SEMANTIC SEGMENTATION

2
09 Sep 2019

Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM

26 Jul 2019Kwanss/PCLNet

Most of current Convolution Neural Network (CNN) based methods for optical flow estimation focus on learning optical flow on synthetic datasets with groundtruth, which is not practical.

OPTICAL FLOW ESTIMATION

17
26 Jul 2019

Hallucinating Optical Flow Features for Video Classification

28 May 2019YongyiTang92/MoNet-Features

However, extracting motion information, specifically in the form of optical flow features, is extremely computationally expensive, especially for large-scale video classification.

OPTICAL FLOW ESTIMATION VIDEO CLASSIFICATION

7
28 May 2019

Exploration via Flow-Based Intrinsic Rewards

24 May 2019hellochick/MarioO_O-flow-curioisty

Exploration bonuses derived from the novelty of observations in an environment have become a popular approach to motivate exploration for reinforcement learning (RL) agents in the past few years.

ATARI GAMES OPTICAL FLOW ESTIMATION

83
24 May 2019

What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention

22 May 2019antoninofurnari/rulstm

Our method is ranked first in the public leaderboard of the EPIC-Kitchens egocentric action anticipation challenge 2019.

OPTICAL FLOW ESTIMATION ZERO-SHOT ACTION RECOGNITION

18
22 May 2019

Attention-guided Network for Ghost-free High Dynamic Range Imaging

CVPR 2019 JimmyChame/The-State-of-the-Art-in-HDR-Deghosting

Ghosting artifacts caused by moving objects or misalignments is a key challenge in high dynamic range (HDR) imaging for dynamic scenes.

OPTICAL FLOW ESTIMATION

7
23 Apr 2019