A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization

15 March 2019

Papers citing "A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization"

50 / 86 papers shown

Title
BAT: Learning Event-based Optical Flow with Bidirectional Adaptive Temporal Correlation Gangwei Xu Haotong Lin Zhe Zhang H. Luo Haiyang Sun Xin-She Yang 56 0 0 05 Mar 2025
Self-Assessed Generation: Trustworthy Label Generation for Optical Flow and Stereo Matching in Real-world Han Ling Yinghui Sun Quansen Sun Ivor Tsang Yuhui Zheng 26 1 0 14 Oct 2024
HMAFlow: Learning More Accurate Optical Flow via Hierarchical Motion Field Alignment Dianbo Ma Kousuke Imamura Ziyan Gao Xiangjie Wang Satoshi Yamane 35 0 0 09 Sep 2024
Hybrid Cost Volume for Memory-Efficient Optical Flow Yang Zhao Gangwei Xu Gang Wu 36 2 0 06 Sep 2024
PLT-D3: A High-fidelity Dynamic Driving Simulation Dataset for Stereo Depth and Scene Flow Joshua Tokarsky Ibrahim Abdulhafiz S. Ayyalasomayajula Mostafa Mohsen Navya G. Rao Adam Forbes 29 1 0 11 Jun 2024
Towards Generalizable Multi-Object Tracking Zheng Qin Le Wang Sanpin Zhou Panpan Fu Gang Hua Wei Tang 40 6 0 01 Jun 2024
A Light-weight Transformer-based Self-supervised Matching Network for Heterogeneous Images Wang Zhang Tingting Li Yuntian Zhang Gensheng Pei XiRuo Jiang Yazhou Yao 38 0 0 30 Apr 2024
Deep-learning Optical Flow Outperforms PIV in Obtaining Velocity Fields from Active Nematics Phu N Tran Sattvic Ray Linnea M. Lemma Yunrui Li Reef Sweeney A. Baskaran Z. Dogic Pengyu Hong Michael F Hagan 19 3 0 23 Apr 2024
SciFlow: Empowering Lightweight Optical Flow Models with Self-Cleaning Iterations J. Lin Jisoo Jeong Hong Cai Risheek Garrepalli Kai Wang Fatih Porikli 31 0 0 11 Apr 2024
Motion-I2V: Consistent and Controllable Image-to-Video Generation with Explicit Motion Modeling Xiaoyu Shi Zhaoyang Huang Fu-Yun Wang Weikang Bian Dasong Li ... Ka Chun Cheung Simon See Hongwei Qin Jifeng Da Hongsheng Li VGen DiffM 43 81 0 29 Jan 2024
Rethinking RAFT for Efficient Optical Flow Navid Eslami Farnoosh Arefi Amir M. Mansourian S. Kasaei 42 6 0 01 Jan 2024
Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume Gangwei Xu Shujun Chen Hao Jia Miaojie Feng Xin Yang 54 5 0 06 Dec 2023
StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences Shangkun Sun Jiaming Liu Thomas H. Li Huaxia Li Guoqing Liu Wei-Nan Gao 19 3 0 28 Nov 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
Towards Real-Time Neural Video Codec for Cross-Platform Application Using Calibration Information Kuan Tian Yonghang Guan Jin-Peng Xiang Jun Zhang Xiao Han Wei Yang 37 7 0 20 Sep 2023
StereoFlowGAN: Co-training for Stereo and Flow with Unsupervised Domain Adaptation Zhexiao Xiong Feng Qiao Yu Zhang Nathan Jacobs 30 2 0 04 Sep 2023
SAMFlow: Eliminating Any Fragmentation in Optical Flow with Segment Anything Model Shili Zhou Ruian He Weimin Tan Bo Yan VLM 27 12 0 31 Jul 2023
End-to-end Remote Sensing Change Detection of Unregistered Bi-temporal Images for Natural Disasters Gui-yan Zhao Lianlei Shan Weiqiang Wang 29 3 0 27 Jul 2023
Towards Anytime Optical Flow Estimation with Event Cameras Yaozu Ye Haowen Shi Kailun Yang Ze Wang Xiaoyue Yin Yining Lin Mao Liu Yaonan Wang 3DPC 67 3 0 11 Jul 2023
SplatFlow: Learning Multi-frame Optical Flow via Splatting Bo Wang Yi-Feng Zhang Jian Li Yang Yu Zhenping Sun Li Liu Dewen Hu 21 8 0 15 Jun 2023
FlowFormer: A Transformer Architecture and Its Masked Cost Volume Autoencoding for Optical Flow Zhaoyang Huang Xiaoyu Shi Chao Zhang Qiang Wang Yijin Li Hongwei Qin Jifeng Dai Xiaogang Wang Hongsheng Li 27 4 0 08 Jun 2023
Context-PIPs: Persistent Independent Particles Demands Spatial Context Features Weikang Bian Zhaoyang Huang Xiaoyu Shi Yitong Dong Yijin Li Hongsheng Li 19 6 0 03 Jun 2023
Can SAM Boost Video Super-Resolution? Zhihe Lu Zeyu Xiao Jiawang Bai Zhiwei Xiong Xinchao Wang 27 24 0 11 May 2023
TMA: Temporal Motion Aggregation for Event-based Optical Flow Haotian Liu Guang Chen Sanqing Qu Yanping Zhang Zhijun Li Alois C. Knoll Changjun Jiang 33 27 0 21 Mar 2023
VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow Estimation Xiaoyu Shi Zhaoyang Huang Weikang Bian Dasong Li Manyuan Zhang Ka Chun Cheung Simon See Hongwei Qin Jifeng Dai Hongsheng Li 89 73 0 15 Mar 2023
RM-Depth: Unsupervised Learning of Recurrent Monocular Depth in Dynamic Scenes Tak-Wai Hui MDE 68 47 0 08 Mar 2023
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation Xiaoyu Shi Zhaoyang Huang Dasong Li Manyuan Zhang Ka Chun Cheung Simon See Hongwei Qin Jifeng Dai Hongsheng Li 27 82 0 02 Mar 2023
$Optical Flow Estimation in 360$^\circ$ Videos: Dataset, Model and Application$ Optical Flow Estimation in 360 $^\circ$ Videos: Dataset, Model and Application Bin Duan Keshav Bhandari Gaowen Liu Yan Yan 19 0 0 27 Jan 2023
Planar Object Tracking via Weighted Optical Flow Jonas Serych Jirí Matas 8 7 0 24 Jan 2023
Interactive Control over Temporal Consistency while Stylizing Video Streams Sumit Shekhar M. Reimann Moritz Hilscher Amir Semmo Jürgen Döllner Matthias Trapp 16 1 0 02 Jan 2023
CGCV:Context Guided Correlation Volume for Optical Flow Neural Networks Jiangpeng Li Y. Niu 34 0 0 20 Dec 2022
Efficient 3D Reconstruction, Streaming and Visualization of Static and Dynamic Scene Parts for Multi-client Live-telepresence in Large-scale Environments Leif Van Holland P. Stotko S. Krumpen Reinhard Klein Michael Weinmann 3DH 36 3 0 25 Nov 2022
CLIP-FLow: Contrastive Learning by semi-supervised Iterative Pseudo labeling for Optical Flow Estimation Zhiqi Zhang Nitin Bansal Changjiang Cai Pan Ji Qingan Yan Xiangyu Xu Yi Tian Xu 35 5 0 25 Oct 2022
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion Philippe Weinzaepfel Vincent Leroy Thomas Lucas Romain Brégier Yohann Cabon Vaibhav Arora L. Antsfeld Boris Chidlovskii G. Csurka Jérôme Revaud SSL 42 64 0 19 Oct 2022
NanoFlowNet: Real-time Dense Optical Flow on a Nano Quadcopter Rik J. Bouwmeester Federico Paredes-Valles Guido de Croon 11 17 0 14 Sep 2022
Learning Omnidirectional Flow in 360-degree Video via Siamese Representation Keshav Bhandari Bin Duan Gaowen Liu Hugo Latapie Ziliang Zong Yan Yan MDE 28 2 0 07 Aug 2022
Unsupervised Flow Refinement near Motion Boundaries Shuzhi Yu Hannah Kim Shuai Yuan Carlo Tomasi 19 5 0 03 Aug 2022
Fusing Frame and Event Vision for High-speed Optical Flow for Edge Application A. Lele A. Raychowdhury 11 6 0 21 Jul 2022
USegScene: Unsupervised Learning of Depth, Optical Flow and Ego-Motion with Semantic Guidance and Coupled Networks Johan Vertens Wolfram Burgard MDE 11 2 0 15 Jul 2022
Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression Jiahao Li Bin Li Yan Lu 25 150 0 13 Jul 2022
FlowNAS: Neural Architecture Search for Optical Flow Estimation Zhiwei Lin Tingting Liang Taihong Xiao Yongtao Wang Zhi Tang Ming-Hsuan Yang 21 0 0 04 Jul 2022
How Far Can I Go ? : A Self-Supervised Approach for Deterministic Video Depth Forecasting Suaradip Nag Nisarg A. Shah Anran Qi Raghavendra Ramachandra MDE 22 2 0 01 Jul 2022
SKFlow: Learning Optical Flow with Super Kernels Shangkun Sun Yuanqi Chen Y. Zhu Guodong Guo Gezhong Li 17 53 0 29 May 2022
Deep Equilibrium Optical Flow Estimation Shaojie Bai Zhengyang Geng Yash Savani J. Zico Kolter 27 67 0 18 Apr 2022
Imposing Consistency for Optical Flow Estimation Jisoo Jeong J. Lin Fatih Porikli Nojun Kwak 16 38 0 14 Apr 2022
DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow Zihua Zheng Ni Nie Zhi Ling Pengfei Xiong Jiangyu Liu Hongya Wang Jiankun Li MDE 26 44 0 01 Apr 2022
FlowFormer: A Transformer Architecture for Optical Flow Zhaoyang Huang Xiaoyu Shi Chao Zhang Qiang Wang Ka Chun Cheung Hongwei Qin Jifeng Dai Hongsheng Li ViT 35 270 0 30 Mar 2022
Global Matching with Overlapping Attention for Optical Flow Estimation Shiyu Zhao Long Zhao Zhixing Zhang Enyu Zhou Dimitris N. Metaxas 3DPC 25 76 0 21 Mar 2022
PanoFlow: Learning 360° Optical Flow for Surrounding Temporal Understanding Haowen Shi Yifan Zhou Kailun Yang Xiaoyue Yin Ze Wang Yaozu Ye Zhen-fei Yin Shi Meng Peng Li Kaiwei Wang 3DPC 50 20 0 27 Feb 2022
Motion-driven Visual Tempo Learning for Video-based Action Recognition Yuanzhong Liu Junsong Yuan Zhigang Tu 19 58 0 24 Feb 2022