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08/25/2023
AccFlow: Backward Accumulation for Long-Range Optical Flow
Recent deep learning-based optical flow estimators have exhibited impres...
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07/22/2023
Iterative Reconstruction Based on Latent Diffusion Model for Sparse Data Reconstruction
Reconstructing Computed tomography (CT) images from sparse measurement i...
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03/20/2023
Learning Optical Flow from Event Camera with Rendered Dataset
We study the problem of estimating optical flow from event cameras. One ...
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01/23/2023
GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical Flow Learning
Existing homography and optical flow methods are erroneous in challengin...
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07/22/2022
RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos
Obtaining the ground truth labels from a video is challenging since the ...
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02/08/2022
Learning Optical Flow with Adaptive Graph Reasoning
Estimating per-pixel motion between video frames, known as optical flow,...
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04/08/2021
ASFlow: Unsupervised Optical Flow Learning with Adaptive Pyramid Sampling
We present an unsupervised optical flow estimation method by proposing a...
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03/25/2021
GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning
Existing optical flow methods are erroneous in challenging scenes, such ...
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12/01/2020
UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning
We present an unsupervised learning approach for optical flow estimation...
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06/30/2020