Optical Flow

Mean Flows for One-step Generative Modeling

Zhengyang Geng, Mingyang Deng, Xingjian Bai et al.

SEA-RAFT: Simple, Efficient, Accurate RAFT for Optical Flow

Yihan Wang, Lahav Lipson, Jia Deng

Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer

Rafail Fridman, Danah Yatim, Omer Bar-Tal et al.

DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching

Ming Gui, Johannes Schusterbauer, Ulrich Prestel et al.

Optimizing Diffusion Noise Can Serve As Universal Motion Priors

Korrawe Karunratanakul, Konpat Preechakul, Emre Aksan et al.

DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction

Weiyi Lv, Yuhang Huang, NING Zhang et al.

Seamless Human Motion Composition with Blended Positional Encodings

German Barquero, Sergio Escalera, Cristina Palmero

MemFlow: Optical Flow Estimation and Prediction with Memory

Qiaole Dong, Yanwei Fu

Stable Flow: Vital Layers for Training-Free Image Editing

Omri Avrahami, Or Patashnik, Ohad Fried et al.

ICP-Flow: LiDAR Scene Flow Estimation with ICP

Yancong Lin, Holger Caesar

SeFlow: A Self-Supervised Scene Flow Method in Autonomous Driving

Qingwen Zhang, Yi Yang, Peizheng Li et al.

FlowIE: Efficient Image Enhancement via Rectified Flow

Yixuan Zhu, Wenliang Zhao, Ao Li et al.

Sparse Global Matching for Video Frame Interpolation with Large Motion

Chunxu Liu, Guozhen Zhang, Rui Zhao et al.

Offline and Online Optical Flow Enhancement for Deep Video Compression

Chuanbo Tang, Xihua Sheng, Zhuoyuan Li et al.

Light3R-SfM: Towards Feed-forward Structure-from-Motion

Sven Elflein, Qunjie Zhou, Laura Leal-Taixe

milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion Sensing

Fangqiang Ding, Zhen Luo, Peijun Zhao et al.

MotionFollower: Editing Video Motion via Score-Guided Diffusion

Shuyuan Tu, Qi Dai, Zihao Zhang et al.

FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking

Seokju Cho, Gabriel Huang, Seungryong Kim et al.

Spectral Motion Alignment for Video Motion Transfer Using Diffusion Models

Geon Yeong Park, Hyeonho Jeong, Sang Wan Lee et al.

LayoutFlow: Flow Matching for Layout Generation

Julian Jorge Andrade Guerreiro, Naoto Inoue, Kento Masui et al.

Video Motion Transfer with Diffusion Transformers

Alexander Pondaven, Aliaksandr Siarohin, Sergey Tulyakov et al.

Motion-prior Contrast Maximization for Dense Continuous-Time Motion Estimation

Friedhelm Hamann, Ziyun Wang, Ioannis Asmanis et al.

GaussianFlowOcc: Sparse and Weakly Supervised Occupancy Estimation using Gaussian Splatting and Temporal Flow

Simon Boeder, Fabian Gigengack, Benjamin Risse

Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual Tracking

Jiawen Zhu, Huayi Tang, Xin Chen et al.

MoVideo: Motion-Aware Video Generation with Diffusion Models

Jingyun Liang, Yuchen Fan, Kai Zhang et al.

MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation

Shuwei Shi, Biao Gong, Xi Chen et al.

3D Multi-frame Fusion for Video Stabilization

Zhan Peng, Xinyi Ye, Weiyue Zhao et al.

SportsSloMo: A New Benchmark and Baselines for Human-centric Video Frame Interpolation

Jiaben Chen, Huaizu Jiang

ZeroFlow: Scalable Scene Flow via Distillation

Kyle Vedder, Neehar Peri, Nathaniel Chodosh et al.

Zero-Shot Monocular Scene Flow Estimation in the Wild

Yiqing Liang, Abhishek Badki, Hang Su et al.

FluidNexus: 3D Fluid Reconstruction and Prediction from a Single Video

Yue Gao, Hong-Xing Yu, Bo Zhu et al.

Motion and Structure from Event-based Normal Flow

Zhongyang Ren, Bangyan Liao, Delei Kong et al.

Extrapolating and Decoupling Image-to-Video Generation Models: Motion Modeling is Easier Than You Think

Zhenyi Lu, Xiaoye Qu, Zhenyi Lu et al.

UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model

Shuai Yuan, Lei Luo, Zhuo Hui et al.

EDEN: Enhanced Diffusion for High-quality Large-motion Video Frame Interpolation

Zihao Zhang, Haoran Chen, Haoyu Zhao et al.

BlinkVision: A Benchmark for Optical Flow, Scene Flow and Point Tracking Estimation using RGB Frames and Events

Yijin Li, Yichen Shen, Zhaoyang Huang et al.

DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding

Jungbin Cho, Junwan Kim, Jisoo Kim et al.

Decouple and Track: Benchmarking and Improving Video Diffusion Transformers For Motion Transfer

Qingyu Shi, Jianzong Wu, Jinbin Bai et al.

Neural Eulerian Scene Flow Fields

Kyle Vedder, Neehar Peri, Ishan Khatri et al.

Semantic Flow: Learning Semantic Fields of Dynamic Scenes from Monocular Videos

Fengrui Tian, Yueqi Duan, Angtian Wang et al.

Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling

Aram Davtyan, Leello Dadi, Volkan Cevher et al.

FlowMo: Variance-Based Flow Guidance for Coherent Motion in Video Generation

Ariel Shaulov, Itay Hazan, Lior Wolf et al.

FlowMamba: Learning Point Cloud Scene Flow with Global Motion Propagation

Min Lin, Gangwei Xu, Yun Wang et al.

CEDFlow: Latent Contour Enhancement for Dark Optical Flow Estimation

Fengyuan Zuo, Zhaolin Xiao, Haiyan Jin et al.

PriorMotion: Generative Class-Agnostic Motion Prediction with Raster-Vector Motion Field Priors

Kangan Qian, Jinyu Miao, Xinyu Jiao et al.

VoteFlow: Enforcing Local Rigidity in Self-Supervised Scene Flow

Yancong Lin, Shiming Wang, Liangliang Nan et al.

Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation

David T. Hoffmann, Syed Haseeb Raza, Hanqiu Jiang et al.

EDCFlow: Exploring Temporally Dense Difference Maps for Event-based Optical Flow Estimation

Daikun Liu, Lei Cheng, Teng Wang et al.

Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow

Ruyang Liu, Shangkun Sun, Haoran Tang et al.

Articulated Kinematics Distillation from Video Diffusion Models

Xuan Li, Qianli Ma, Tsung-Yi Lin et al.

TimeTracker: Event-based Continuous Point Tracking for Video Frame Interpolation with Non-linear Motion

Haoyue Liu, Jinghan Xu, Yi Chang et al.

TLB-VFI: Temporal-Aware Latent Brownian Bridge Diffusion for Video Frame Interpolation

Zonglin Lyu, Chen Chen

FIG: Flow with Interpolant Guidance for Linear Inverse Problems

Yici Yan, Yichi Zhang, XIANGMING MENG et al.

RoPECraft: Training-Free Motion Transfer with Trajectory-Guided RoPE Optimization on Diffusion Transformers

Ahmet Berke Gökmen, Yiğit Ekin, Bahri Batuhan Bilecen et al.

Taming generative video models for zero-shot optical flow extraction

Seungwoo Kim, Khai Loong Aw, Klemen Kotar et al.

Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising

Zikang Chen, Tao Jiang, Xiaowan Hu et al.

Elevating Flow-Guided Video Inpainting with Reference Generation

Suhwan Cho, Seoung Wug Oh, Sangyoun Lee et al.

MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation

Vladislav Bargatin, Egor Chistov, Alexander Yakovenko et al.

Multi-Modal Synergistic Implicit Image Enhancement for Efficient Optical Flow Estimation

Weichen Dai, wu hexing, xiaoyang weng et al.

Everything is a Video: Unifying Modalities through Next-Frame Prediction

G Thomas Hudson, Dean Slack, Thomas Winterbottom et al.

Efficient Multi-Person Motion Prediction by Lightweight Spatial and Temporal Interactions

Yuanhong Zheng, Ruixuan Yu, Jian Sun

Flowed Time of Flight Radiance Fields

Mikhail Okunev, Marc Mapeke, Benjamin Attal et al.

BiM-VFI: Bidirectional Motion Field-Guided Frame Interpolation for Video with Non-uniform Motions

Wonyong Seo, Jihyong Oh, Munchurl Kim

Hierarchical Flow Diffusion for Efficient Frame Interpolation

Yang Hai, Guo Wang, Tan Su et al.

MotionDiff: Training-free Zero-shot Interactive Motion Editing via Flow-assisted Multi-view Diffusion

Yikun Ma, Yiqing Li, Jiawei Wu et al.

VAFlow: Video-to-Audio Generation with Cross-Modality Flow Matching

Xihua Wang, Xin Cheng, Yuyue Wang et al.

Context-Aware Iteration Policy Network for Efficient Optical Flow Estimation

Ri Cheng, Ruian He, Xuhao Jiang et al.

ProPose: Probabilistic 3D Human Pose Estimation with Instance-Level Distribution and Normalizing Flow

Jumin Han, Jun-Hee Kim, Seong-Whan Lee

iToF-flow-based High Frame Rate Depth Imaging

Yu Meng, Zhou Xue, Xu Chang et al.

Self-Supervised Bird’s Eye View Motion Prediction with Cross-Modality Signals

Shaoheng Fang, Zuhong Liu, Mingyu Wang et al.

GenFlow: Generalizable Recurrent Flow for 6D Pose Refinement of Novel Objects

Sungphill Moon, Hyeontae Son, Dongcheol Hur et al.

Motion Deblurring via Spatial-Temporal Collaboration of Frames and Events

Wen Yang, Jinjian Wu, Jupo Ma et al.

High-Resolution Frame Interpolation with Patch-based Cascaded Diffusion

Junhwa Hur, Charles Herrmann, Saurabh Saxena et al.

Video Frame Prediction from a Single Image and Events

Juanjuan Zhu, Zhexiong Wan, Yuchao Dai

MultiPhys: Multi-Person Physics-aware 3D Motion Estimation

Nicolás Ugrinovic, Boxiao Pan, Georgios Pavlakos et al.

Dense Optical Tracking: Connecting the Dots

Guillaume Le Moing, Jean Ponce, Cordelia Schmid

Rolling Shutter Correction with Intermediate Distortion Flow Estimation

Mingdeng Cao, Sidi Yang, Yujiu Yang et al.

GFlow: Recovering 4D World from Monocular Video

Shizun Wang, Xingyi Yang, Qiuhong Shen et al.

Fast Inter-frame Motion Prediction for Compressed Dynamic Point Cloud Attribute Enhancement

Wang Liu, Wei Gao, Xingming Mu

OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation

Jisoo Jeong, Hong Cai, Risheek Garrepalli et al.

OAMaskFlow: Occlusion-Aware Motion Mask for Scene Flow

Xiongfeng Peng, Zhihua Liu, Weiming Li et al.

SAMFlow: Eliminating Any Fragmentation in Optical Flow with Segment Anything Model

M2Flow: A Motion Information Fusion Framework for Enhanced Unsupervised Optical Flow Estimation in Autonomous Driving

Xunpei Sun, Gang Chen, Zuoxun Hou

Effective Video Mirror Detection with Inconsistent Motion Cues

Alex Warren, Ke Xu, Jiaying Lin et al.

Temporal Coherent Object Flow for Multi-Object Tracking

Zikai Song, Run Luo, Lintao Ma et al.

Optical Flow for Spike Camera with Hierarchical Spatial-Temporal Spike Fusion

Authors: Rui Zhao, Ruiqin Xiong, Jian Zhang et al.

Recurrent Partial Kernel Network for Efficient Optical Flow Estimation

Efficient Meshflow and Optical Flow Estimation from Event Cameras

Xinglong Luo, Ao Luo, Zhengning Wang et al.

TSDF-Based Efficient Motion-Compensated Temporal Interpolation for 3D Dynamic Sequences

Soowoong Kim, Minseong Kwon, Junho Choi et al.

Motion Artifact Removal in Pixel-Frequency Domain via Alternate Masks and Diffusion Model

Jiahua Xu, Dawei Zhou, Lei Hu et al.

Disentangled Motion Modeling for Video Frame Interpolation

Jaihyun Lew, Jooyoung Choi, Chaehun Shin et al.

AMD: Anatomical Motion Diffusion with Interpretable Motion Decomposition and Fusion

Beibei Jing, Youjia Zhang, Zikai Song et al.

Color Transfer with Modulated Flows

Maria Larchenko, Alexander Lobashev, Dmitry Guskov et al.

DifFlow3D: Toward Robust Uncertainty-Aware Scene Flow Estimation with Iterative Diffusion-Based Refinement

Jiuming Liu, Guangming Wang, Weicai Ye et al.

Optical-Flow Guided Prompt Optimization for Coherent Video Generation

Hyelin Nam, Jaemin Kim, Dohun Lee et al.

How Do Optical Flow and Textual Prompts Collaborate to Assist in Audio-Visual Semantic Segmentation?

Yujian Lee, Peng Gao, Yongqi Xu et al.

MotionShot: Adaptive Motion Transfer across Arbitrary Objects for Text-to-Video Generation

Yanchen Liu, Yanan SUN, Zhening Xing et al.

PriOr-Flow: Enhancing Primitive Panoramic Optical Flow with Orthogonal View

Longliang Liu, Miaojie Feng, Junda Cheng et al.

Single-Scanline Relative Pose Estimation for Rolling Shutter Cameras

Petr Hruby, Marc Pollefeys

Image as an IMU: Estimating Camera Motion from a Single Motion-Blurred Image

Jerred Chen, Ronald Clark