RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos

RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos

22 July 2022

Ao Luo

Haoqiang Fan

Papers citing "RealFlow: EM-based Realistic Optical Flow Dataset Generation from Videos"

16 / 16 papers shown

Title
CodingHomo: Bootstrapping Deep Homography With Video Coding Yike Liu Haipeng Li Shuaicheng Liu B. Zeng 59 2 0 16 Apr 2025
FacialFlowNet: Advancing Facial Optical Flow Estimation with a Diverse Dataset and a Decomposed Model Jianzhi Lu Ruian He Shili Zhou Weimin Tan Bo Yan 3DH 21 0 0 09 Sep 2024
Single Image Rolling Shutter Removal with Diffusion Models Zhanglei Yang Haipeng Li Mingbo Hong Chen-Lin Zhang Shuaicheng Liu Shuaicheng Liu DiffM 22 4 0 03 Jul 2024
UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model Shuai Yuan Lei Luo Zhuo Hui Can Pu Xiaoyu Xiang Rakesh Ranjan D. Demandolx 32 4 0 04 May 2024
RecDiffusion: Rectangling for Image Stitching with Diffusion Models Tianhao Zhou Haipeng Li Ziyi Wang Ao Luo Chen-Lin Zhang Jiajun Li Bing Zeng Shuaicheng Liu DiffM 32 9 0 28 Mar 2024
OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation Jisoo Jeong Hong Cai Risheek Garrepalli J. Lin Munawar Hayat Fatih Porikli 40 4 0 26 Mar 2024
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods A. Mumuni F. Mumuni 70 5 0 13 Mar 2024
Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution Zhewei Huang Ailin Huang Xiaotao Hu Chen Hu Jun Xu Shuchang Zhou 32 7 0 26 Oct 2023
GAFlow: Incorporating Gaussian Attention into Optical Flow Ao Luo Fan Yang Xin Li Lang Nie Chunyu Lin Haoqiang Fan Shuaicheng Liu 41 22 0 28 Sep 2023
MPI-Flow: Learning Realistic Optical Flow with Multiplane Images Yingping Liang Jiaming Liu Debing Zhang Ying Fu 38 7 0 13 Sep 2023
SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems Moon Ye-Bin Nam Hyeon-Woo Wonseok Choi Nayeong Kim Suha Kwak Tae-Hyun Oh DiffM 23 3 0 02 Aug 2023
Supervised Homography Learning with Realistic Dataset Generation Hai Jiang Haipeng Li Songchen Han Haoqiang Fan Bing Zeng Shuaicheng Liu GAN 32 8 0 28 Jul 2023
Learning Optical Flow from Event Camera with Rendered Dataset Xinglong Luo Kunming Luo Ao Luo Zhengning Wang Ping Tan Shuaicheng Liu 19 16 0 20 Mar 2023
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction Xiaotao Hu Zhewei Huang Ailin Huang Jun Xu Shuchang Zhou VGen 38 69 0 17 Mar 2023
Semi-supervised Deep Large-baseline Homography Estimation with Progressive Equivalence Constraint Hai Jiang Haipeng Li Yuhang Lu Songchen Han Shuaicheng Liu 33 14 0 06 Dec 2022
Self-supervised AutoFlow Hsin-Ping Huang Charles Herrmann Junhwa Hur Erika Lu Kyle Sargent Austin Stone Ming Yang Deqing Sun 35 8 0 04 Dec 2022