CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow

31 March 2022

Yong Liu

Papers citing "CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow"

50 / 61 papers shown

Title
H-MoRe: Learning Human-centric Motion Representation for Action Analysis Zhanbo Huang Xiaoming Liu Yu Kong 3DH 34 0 0 14 Apr 2025
MambaFlow: A Mamba-Centric Architecture for End-to-End Optical Flow Estimation Juntian Du Yuan Sun Zhihu Zhou Pinyi Chen Runzhe Zhang Keji Mao Mamba 46 0 0 10 Mar 2025
BAT: Learning Event-based Optical Flow with Bidirectional Adaptive Temporal Correlation Gangwei Xu Haotong Lin Z. Zhang H. Luo Haiyang Sun Xin-She Yang 54 0 0 05 Mar 2025
Benchmarking the Robustness of Optical Flow Estimation to Corruptions Zhonghua Yi Hao-miao Shi Qi Jiang Yao Gao Ze Wang Y. Zhang Kailun Yang Kaiwei Wang AAML 67 0 0 22 Nov 2024
Leveraging Object Priors for Point Tracking Bikram Boote Anh Thai Wenqi Jia Ozgur Kara Stefan Stojanov James M. Rehg Sangmin Lee 3DPC 19 0 0 09 Sep 2024
LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-Layer Optical Flow Hongyu Wen Erich Liang Jia Deng 3DPC 26 5 0 09 Sep 2024
HMAFlow: Learning More Accurate Optical Flow via Hierarchical Motion Field Alignment Dianbo Ma Kousuke Imamura Ziyan Gao Xiangjie Wang Satoshi Yamane 32 0 0 09 Sep 2024
SDformerFlow: Spatiotemporal swin spikeformer for event-based optical flow estimation Yi Tian Juan Andrade-Cetto 21 0 0 06 Sep 2024
NeuFlow v2: High-Efficiency Optical Flow Estimation on Edge Devices Zhiyong Zhang Aniket Gupta Huaizu Jiang H. Singh 3DH 27 0 0 19 Aug 2024
ProMotion: Prototypes As Motion Learners Yawen Lu Dongfang Liu Qifan Wang Cheng Han Yiming Cui Zhiwen Cao Xueling Zhang Yingjie Victor Chen Heng Fan DiffM 24 2 0 07 Jun 2024
Prototypical Transformer as Unified Motion Learners Cheng Han Yawen Lu Guohao Sun James Liang Zhiwen Cao ... S. Dianat Raghuveer M. Rao Tong Geng Zhiqiang Tao Dongfang Liu ViT 26 2 0 03 Jun 2024
Multi-view Disparity Estimation Using a Novel Gradient Consistency Model James L. Gray A. Naman David S. Taubman 47 0 0 27 May 2024
SEA-RAFT: Simple, Efficient, Accurate RAFT for Optical Flow Yihan Wang Lahav Lipson Jia Deng 24 36 0 23 May 2024
Rethink Predicting the Optical Flow with the Kinetics Perspective Yuhao Cheng Si-Jia Zhang Yiqiang Yan 21 0 0 21 May 2024
Turb-Seg-Res: A Segment-then-Restore Pipeline for Dynamic Videos with Atmospheric Turbulence R. Saha Dehao Qin Nianyi Li Jinwei Ye Suren Jayasuriya 23 5 0 21 Apr 2024
NeuFlow: Real-time, High-accuracy Optical Flow Estimation on Robots Using Edge Devices Zhiyong Zhang Huaizu Jiang H. Singh 24 6 0 15 Mar 2024
DeFlow: Decoder of Scene Flow Network in Autonomous Driving Qingwen Zhang Yi Yang Heng Fang R. Geng Patric Jensfelt 3DPC 10 15 0 29 Jan 2024
YOIO: You Only Iterate Once by mining and fusing multiple necessary global information in the optical flow estimation Jing Yu Yujuan Tan Ao Ren Dongyeop Kang 34 1 0 11 Jan 2024
RomniStereo: Recurrent Omnidirectional Stereo Matching Hualie Jiang Rui Xu Minglang Tan Wenjie Jiang 17 4 0 09 Jan 2024
Rethinking RAFT for Efficient Optical Flow Navid Eslami Farnoosh Arefi Amir M. Mansourian S. Kasaei 24 6 0 01 Jan 2024
Context-Aware Iteration Policy Network for Efficient Optical Flow Estimation Ri Cheng Ruian He Xuhao Jiang Shili Zhou Weimin Tan Bo Yan 29 0 0 12 Dec 2023
Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume Gangwei Xu Shujun Chen Hao Jia Miaojie Feng Xin Yang 40 5 0 06 Dec 2023
Dense Optical Tracking: Connecting the Dots G. L. Moing Jean Ponce Cordelia Schmid VOT 21 11 0 01 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 13 1 0 28 Nov 2023
Dual-Stream Attention Transformers for Sewer Defect Classification Abdullah Al Redwan Newaz Mahdi Abdelguerfi Kendall N. Niles Joe Tom ViT 26 0 0 07 Nov 2023
CCMR: High Resolution Optical Flow Estimation via Coarse-to-Fine Context-Guided Motion Reasoning Azin Jahedi Maximilian Luz Marc Rivinius Andrés Bruhn 16 2 0 05 Nov 2023
TorchDEQ: A Library for Deep Equilibrium Models Zhengyang Geng J. Zico Kolter VLM 38 12 0 28 Oct 2023
Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution Zhewei Huang Ailin Huang Xiaotao Hu Chen Hu Jun Xu Shuchang Zhou 18 3 0 26 Oct 2023
RGM: A Robust Generalizable Matching Model Songyan Zhang Xinyu Sun Hao Chen Bo Li Chunhua Shen 10 0 0 18 Oct 2023
Win-Win: Training High-Resolution Vision Transformers from Two Windows Vincent Leroy Jérôme Revaud Thomas Lucas Philippe Weinzaepfel ViT 21 2 0 01 Oct 2023
GAFlow: Incorporating Gaussian Attention into Optical Flow Ao Luo Fan Yang Xin Li Lang Nie Chunyu Lin Haoqiang Fan Shuaicheng Liu 34 22 0 28 Sep 2023
Spatial-Temporal Transformer based Video Compression Framework Yanbo Gao Wenjia Huang Shuaifeng Li Hui Yuan Mao Ye Siwei Ma 20 1 0 21 Sep 2023
AccFlow: Backward Accumulation for Long-Range Optical Flow Guangyang Wu Xiaohong Liu Kunming Luo Xi Liu Qingqing Zheng Shuaicheng Liu Xinyang Jiang Guangtao Zhai Wenyi Wang 16 17 0 25 Aug 2023
MVFlow: Deep Optical Flow Estimation of Compressed Videos with Motion Vector Prior Shili Zhou Xuhao Jiang Weimin Tan Ruian He Bo Yan 26 4 0 03 Aug 2023
SAMFlow: Eliminating Any Fragmentation in Optical Flow with Segment Anything Model Shili Zhou Ruian He Weimin Tan Bo Yan VLM 27 6 0 31 Jul 2023
Attentive Multimodal Fusion for Optical and Scene Flow Youjie Zhou Guofeng Mei Yiming Wang Fabio Poiesi Yi Wan 3DPC 13 1 0 28 Jul 2023
CoTracker: It is Better to Track Together Nikita Karaev Ignacio Rocco Benjamin Graham Natalia Neverova Andrea Vedaldi Christian Rupprecht VOT ViT 45 243 0 14 Jul 2023
Shape-Constraint Recurrent Flow for 6D Object Pose Estimation Yang Hai Rui Song Jiaojiao Li Yinlin Hu 3DPC 13 21 0 23 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 19 1 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 13 6 0 03 Jun 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation Saurabh Saxena Charles Herrmann Junhwa Hur Abhishek Kar Mohammad Norouzi Deqing Sun David J. Fleet DiffM 24 76 0 02 Jun 2023
SSTM: Spatiotemporal Recurrent Transformers for Multi-frame Optical Flow Estimation Fisseha Admasu Ferede M. Balasubramanian 8 3 0 26 Apr 2023
CompletionFormer: Depth Completion with Convolutions and Vision Transformers Youming Zhang Xianda Guo Poggi Matteo Zheng Zhu Guan Huang S. Mattoccia MDE ViT 15 94 0 25 Apr 2023
TransFlow: Transformer as Flow Learner Yawen Lu Qifan Wang Siqi Ma Tong Geng Victor Y. Chen Huaijin Chen Dongfang Liu ViT 25 45 0 23 Apr 2023
AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural Representation Hyun-Joo Jung Zhuo Hui Lei Luo Haitao Yang Feng Liu S. Yoo Rakesh Ranjan D. Demandolx 3DPC 18 13 0 29 Mar 2023
Learning Optical Flow from Event Camera with Rendered Dataset Xinglong Luo Kunming Luo Ao Luo Zhengning Wang Ping Tan Shuaicheng Liu 13 16 0 20 Mar 2023
Rethinking Optical Flow from Geometric Matching Consistent Perspective Qiaole Dong Chenjie Cao Yanwei Fu 16 33 0 15 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 66 70 0 15 Mar 2023
SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous Driving Shuai Yuan Shuzhi Yu Hannah Kim Carlo Tomasi 3DPC 13 6 0 10 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 19 81 0 02 Mar 2023