Object Tracking
Tracking objects across video frames
Related Topics (Video Analysis)
Top Papers
CoTracker: It is Better to Track Together
Nikita Karaev, Ignacio Rocco, Ben Graham et al.
FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects
Bowen Wen, Wei Yang, Jan Kautz et al.
Video-P2P: Video Editing with Cross-attention Control
Shaoteng Liu, Yuechen Zhang, Wenbo Li et al.
CoTracker3: Simpler and Better Point Tracking by Pseudo-Labelling Real Videos
Nikita Karaev, Iurii Makarov, Jianyuan Wang et al.
Putting the Object Back into Video Object Segmentation
Ho Kei Cheng, Seoung Wug Oh, Brian Price et al.
ODTrack: Online Dense Temporal Token Learning for Visual Tracking
Yaozong Zheng, Bineng Zhong, Qihua Liang et al.
OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning
Lingyi Hong, Shilin Yan, Renrui Zhang et al.
FoundationStereo: Zero-Shot Stereo Matching
Bowen Wen, Matthew Trepte, Oluwaseun Joseph Aribido et al.
UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation
Kefu Yi, Kai Luo, Xiaolei Luo et al.
HIPTrack: Visual Tracking with Historical Prompts
Wenrui Cai, Qingjie Liu, Yunhong Wang
Single-Model and Any-Modality for Video Object Tracking
Zongwei Wu, Jilai Zheng, Xiangxuan Ren et al.
Event Stream-based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline
Xiao Wang, Shiao Wang, Chuanming Tang et al.
NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis
Nilesh Kulkarni, Davis Rempe, Kyle Genova et al.
General Object Foundation Model for Images and Videos at Scale
Junfeng Wu, Yi Jiang, Qihao Liu et al.
Temporal Adaptive RGBT Tracking with Modality Prompt
Hongyu Wang, Xiaotao Liu, Yifan Li et al.
Adaptive Keyframe Sampling for Long Video Understanding
Xi Tang, Jihao Qiu, Lingxi Xie et al.
TRAM: Global Trajectory and Motion of 3D Humans from in-the-wild Videos
Yufu Wang, Ziyun Wang, Lingjie Liu et al.
DiffusionTrack: Diffusion Model for Multi-Object Tracking
Run Luo, Zikai Song, Lintao Ma et al.
Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation
Shuting He, Henghui Ding
Koala: Key Frame-Conditioned Long Video-LLM
Reuben Tan, Ximeng Sun, Ping Hu et al.
DINO-Tracker: Taming DINO for Self-Supervised Point Tracking in a Single Video
Narek Tumanyan, Assaf Singer, Shai Bagon et al.
Animate-X: Universal Character Image Animation with Enhanced Motion Representation
Shuai Tan, Biao Gong, Xiang Wang et al.
DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction
Weiyi Lv, Yuhang Huang, NING Zhang et al.
Text2HOI: Text-guided 3D Motion Generation for Hand-Object Interaction
Junuk Cha, Jihyeon Kim, Jae Shin Yoon et al.
SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints
Jianhong Bai, Menghan Xia, Xintao WANG et al.
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors
Nicolae Ristea, Florinel Croitoru, Radu Tudor Ionescu et al.
Frame Context Packing and Drift Prevention in Next-Frame-Prediction Video Diffusion Models
Lvmin Zhang, Shengqu Cai, Muyang Li et al.
Phantom: Subject-Consistent Video Generation via Cross-Modal Alignment
Lijie Liu, Tianxiang Ma, Bingchuan Li et al.
FBRT-YOLO: Faster and Better for Real-Time Aerial Image Detection
Yao Xiao, Tingfa Xu, Yu Xin et al.
VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection
Songhao Han, Wei Huang, Hairong Shi et al.
Multiple Object Tracking as ID Prediction
Ruopeng Gao, Ji Qi, Limin Wang
AvatarGPT: All-in-One Framework for Motion Understanding Planning Generation and Beyond
Zixiang Zhou, Yu Wan, Baoyuan Wang
End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames
Shuming Liu, Chenlin Zhang, Chen Zhao et al.
FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation
Shuai Yang, Yifan Zhou, Ziwei Liu et al.
Neural Markov Random Field for Stereo Matching
Tongfan Guan, Chen Wang, Yun-Hui Liu
UniTraj: A Unified Framework for Scalable Vehicle Trajectory Prediction
Lan Feng, Mohammadhossein Bahari, Kaouther Messaoud et al.
M-LLM Based Video Frame Selection for Efficient Video Understanding
Kai Hu, Feng Gao, Xiaohan Nie et al.
LEAP-VO: Long-term Effective Any Point Tracking for Visual Odometry
Weirong Chen, Le Chen, Rui Wang et al.
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring
Xin Gao, Tianheng Qiu, Xinyu Zhang et al.
A Distractor-Aware Memory for Visual Object Tracking with SAM2
Alan Lukezic, Jovana Videnović, Matej Kristan
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM
Yuqian Yuan, Hang Zhang, Wentong Li et al.
Scene Adaptive Sparse Transformer for Event-based Object Detection
Yansong Peng, Li Hebei, Yueyi Zhang et al.
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
Pinelopi Papalampidi, Skanda Koppula, Shreya Pathak et al.
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning
Zhiyuan Yan, Yandan Zhao, Shen Chen et al.
Exploiting Multimodal Spatial-temporal Patterns for Video Object Tracking
Xiantao Hu, Ying Tai, Xu Zhao et al.
Trajectory attention for fine-grained video motion control
Zeqi Xiao, Wenqi Ouyang, Yifan Zhou et al.
SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction
Yang Zhou, Hao Shao, Letian Wang et al.
CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility
Bojia Zi, Shihao Zhao, Xianbiao Qi et al.
SUTrack: Towards Simple and Unified Single Object Tracking
Xin Chen, Ben Kang, Wanting Geng et al.
TrajectoryCrafter: Redirecting Camera Trajectory for Monocular Videos via Diffusion Models
Mark YU, Wenbo Hu, Jinbo Xing et al.
ADA-Track: End-to-End Multi-Camera 3D Multi-Object Tracking with Alternating Detection and Association
Shuxiao Ding, Lukas Schneider, Marius Cordts et al.
FreeMotion: A Unified Framework for Number-free Text-to-Motion Synthesis
Ke Fan, Junshu Tang, Weijian Cao et al.
Towards Generalizable Multi-Object Tracking
Zheng Qin, Le Wang, Sanping Zhou et al.
REACTO: Reconstructing Articulated Objects from a Single Video
Chaoyue Song, Jiacheng Wei, Chuan-Sheng Foo et al.
VideoGrain: Modulating Space-Time Attention for Multi-Grained Video Editing
Xiangpeng Yang, Linchao Zhu, Hehe Fan et al.
PREGO: Online Mistake Detection in PRocedural EGOcentric Videos
Alessandro Flaborea, Guido M. D&, #x27 et al.
LEOD: Label-Efficient Object Detection for Event Cameras
Ziyi Wu, Mathias Gehrig, Qing Lyu et al.
Seeing Motion at Nighttime with an Event Camera
Haoyue Liu, Shihan Peng, Lin Zhu et al.
I'M HOI: Inertia-aware Monocular Capture of 3D Human-Object Interactions
Chengfeng Zhao, Juze Zhang, Jiashen Du et al.
Sparse Global Matching for Video Frame Interpolation with Large Motion
Chunxu Liu, Guozhen Zhang, Rui Zhao et al.
Exploring Enhanced Contextual Information for Video-Level Object Tracking
Ben Kang, Xin Chen, Simiao Lai et al.
Trackastra: Transformer-based cell tracking for live-cell microscopy
Benjamin Gallusser, Weigert Martin
Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking
Wei Cao, Chang Luo, Biao Zhang et al.
Multi-Object Tracking in the Dark
Xinzhe Wang, Kang Ma, Qiankun Liu et al.
CityWalker: Learning Embodied Urban Navigation from Web-Scale Videos
Xinhao Liu, Jintong Li, Yicheng Jiang et al.
Decoupled Spatio-Temporal Consistency Learning for Self-Supervised Tracking
Yaozong Zheng, Bineng Zhong, Qihua Liang et al.
MANUS: Markerless Grasp Capture using Articulated 3D Gaussians
Chandradeep Pokhariya, Ishaan Shah, Angela Xing et al.
MotionFollower: Editing Video Motion via Score-Guided Diffusion
Shuyuan Tu, Qi Dai, Zihao Zhang et al.
Object-Centric Diffusion for Efficient Video Editing
Kumara Kahatapitiya, Adil Karjauv, Davide Abati et al.
Robust Tracking via Mamba-based Context-aware Token Learning
Jinxia Xie, Bineng Zhong, Qihua Liang et al.
HMD-Poser: On-Device Real-time Human Motion Tracking from Scalable Sparse Observations
Peng Dai, Yang Zhang, Tao Liu et al.
Real-time 3D-aware Portrait Video Relighting
Ziqi Cai, Kaiwen Jiang, Shu-Yu Chen et al.
Guided Slot Attention for Unsupervised Video Object Segmentation
Minhyeok Lee, Suhwan Cho, Dogyoon Lee et al.
Self-Supervised Multi-Object Tracking with Path Consistency
Zijia Lu, Bing Shuai, Yanbei Chen et al.
MonoHair: High-Fidelity Hair Modeling from a Monocular Video
Keyu Wu, LINGCHEN YANG, Zhiyi Kuang et al.
UVEB: A Large-scale Benchmark and Baseline Towards Real-World Underwater Video Enhancement
yaofeng xie, Lingwei Kong, Kai Chen et al.
GAF: Gaussian Avatar Reconstruction from Monocular Videos via Multi-view Diffusion
Jiapeng Tang, Davide Davoli, Tobias Kirschstein et al.
ElasticTok: Adaptive Tokenization for Image and Video
Wilson Yan, Volodymyr Mnih, Aleksandra Faust et al.
TeTriRF: Temporal Tri-Plane Radiance Fields for Efficient Free-Viewpoint Video
Minye Wu, Zehao Wang, Georgios Kouros et al.
Learning to Predict Activity Progress by Self-Supervised Video Alignment
Gerard Donahue, Ehsan Elhamifar
FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking
Seokju Cho, Gabriel Huang, Seungryong Kim et al.
Loose Inertial Poser: Motion Capture with IMU-attached Loose-Wear Jacket
Chengxu Zuo, Yiming Wang, Lishuang Zhan et al.
GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors
Tian-Xing Xu, Xiangjun Gao, Wenbo Hu et al.
Towards Real-world Event-guided Low-light Video Enhancement and Deblurring
Taewoo Kim, Jaeseok Jeong, Hoonhee Cho et al.
Improving Video Segmentation via Dynamic Anchor Queries
Yikang Zhou, Tao Zhang, Xiangtai Li et al.
RMem: Restricted Memory Banks Improve Video Object Segmentation
Junbao Zhou, Ziqi Pang, Yu-Xiong Wang
DriveTrack: A Benchmark for Long-Range Point Tracking in Real-World Videos
Arjun Balasingam, Joseph Chandler, Chenning Li et al.
Dense Audio-Visual Event Localization Under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration
Ziheng Zhou, Jinxing Zhou, Wei Qian et al.
Adapting Short-Term Transformers for Action Detection in Untrimmed Videos
Min Yang, gaohuan, Ping Guo et al.
HaWoR: World-Space Hand Motion Reconstruction from Egocentric Videos
Jinglei Zhang, Jiankang Deng, Chao Ma et al.
Video Prediction by Modeling Videos as Continuous Multi-Dimensional Processes
Gaurav Shrivastava, Abhinav Shrivastava
Motion Prior Knowledge Learning with Homogeneous Language Descriptions for Moving Infrared Small Target Detection
Shengjia Chen, Luping Ji, Weiwei Duan et al.
Track-On: Transformer-based Online Point Tracking with Memory
Görkay Aydemir, Xiongyi Cai, Weidi Xie et al.
AllTracker: Efficient Dense Point Tracking at High Resolution
Adam Harley, Yang You, Yang Zheng et al.
OmniMotionGPT: Animal Motion Generation with Limited Data
Zhangsihao Yang, Mingyuan Zhou, Mengyi Shan et al.
VMBench: A Benchmark for Perception-Aligned Video Motion Generation
Xinran Ling, Chen Zhu, Meiqi Wu et al.
What How and When Should Object Detectors Update in Continually Changing Test Domains?
Jayeon Yoo, Dongkwan Lee, Inseop Chung et al.
Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual Tracking
Jiawen Zhu, Huayi Tang, Xin Chen et al.
Animal Avatars: Reconstructing Animatable 3D Animals from Casual Videos
Remy Sabathier, David Novotny, Niloy Mitra
Large-Scale Multi-Hypotheses Cell Tracking Using Ultrametric Contours Maps
Jordao Bragantini, Merlin Lange, Loïc A Royer