Learning to Track with Object Permanence

26 March 2021

P. Tokmakov

Jie Li

Wolfram Burgard

Adrien Gaidon

VOT

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Papers citing "Learning to Track with Object Permanence"

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Title
MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object Tracking Zheng Qin Sanping Zhou Le Wang Jinghai Duan G. Hua Wei Tang VOT 17 72 0 18 Mar 2023
Visual Perception System for Autonomous Driving Qi Zhang Siyuan Gou Wenbin Li 13 0 0 03 Mar 2023
3D Multi-Object Tracking Based on Uncertainty-Guided Data Association Jiawei He Chun-yan Fu Xiyang Wang VOT 20 6 0 03 Mar 2023
DFR-FastMOT: Detection Failure Resistant Tracker for Fast Multi-Object Tracking Based on Sensor Fusion Mohamed Nagy Majid Khonji Jorge Dias S. Javed VOT 8 9 0 28 Feb 2023
Focus On Details: Online Multi-object Tracking with Diverse Fine-grained Representation Hao Ren Shoudong Han Huilin Ding Ziwen Zhang Hongwei Wang Faquan Wang VOT 16 32 0 28 Feb 2023
Mesh-SORT: Simple and effective location-wise tracker with lost management strategies Zong-Zhi Li VOT 11 0 0 28 Feb 2023
Standing Between Past and Future: Spatio-Temporal Modeling for Multi-Camera 3D Multi-Object Tracking Ziqi Pang Jie Li P. Tokmakov Di Chen Sergey Zagoruyko Yu-xiong Wang 3DPC 15 47 0 07 Feb 2023
Joint Counting, Detection and Re-Identification for Multi-Object Tracking Weihong Ren Denglu Wu Hui Cao Xi’ai Chen Zhi-Long Han Honghai Liu VOT 8 2 0 12 Dec 2022
Unifying Short and Long-Term Tracking with Graph Hierarchies Orcun Cetintas Guillem Brasó Laura Leal-Taixé VOT 17 51 0 06 Dec 2022
Sparse Message Passing Network with Feature Integration for Online Multiple Object Tracking Bisheng Wang Horst Possegger Horst Bischof Guo-xin Cao VOT 23 0 0 06 Dec 2022
Object Permanence in Object Detection Leveraging Temporal Priors at Inference Time Michael Fürst Priyash Bhugra René Schuster D. Stricker ObjD 15 0 0 28 Nov 2022
Where is my Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization Mengmeng Xu Yanghao Li Cheng-Yang Fu Bernard Ghanem Tao Xiang Juan-Manuel Perez-Rua 14 13 0 18 Nov 2022
SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking Yuhan Wang J. Hsieh Ping-Yang Chen Ming-Ching Chang Hung Hin So Xin Li VOT 11 14 0 16 Nov 2022
SearchTrack: Multiple Object Tracking with Object-Customized Search and Motion-Aware Features Zhong-Min Tsai Yu-Ju Tsai Chien-Yao Wang H. Liao Y. Lin Yung-Yu Chuang VOT 14 0 0 29 Oct 2022
TripletTrack: 3D Object Tracking using Triplet Embeddings and LSTM N. Marinello M. Proesmans Luc Van Gool 3DPC 53 49 0 28 Oct 2022
Strong-TransCenter: Improved Multi-Object Tracking based on Transformers with Dense Representations Amit Galor Roy Orfaig B. Bobrovsky VOT 16 6 0 24 Oct 2022
Multi-view Tracking Using Weakly Supervised Human Motion Prediction Martin Engilberge Weizhe Liu Pascal Fua VOT HAI 17 7 0 19 Oct 2022
Track Targets by Dense Spatio-Temporal Position Encoding Jinkun Cao Hao Wu Kris M. Kitani ViT 19 12 0 17 Oct 2022
Quo Vadis: Is Trajectory Forecasting the Key Towards Long-Term Multi-Object Tracking? Patrick Dendorfer V. Yugay Aljosa Osep Laura Leal-Taixé 59 38 0 14 Oct 2022
Multiple Object Tracking from appearance by hierarchically clustering tracklets Andreu Girbau F. Marqués Shiníchi Satoh VOT 16 9 0 07 Oct 2022
DirectTracker: 3D Multi-Object Tracking Using Direct Image Alignment and Photometric Bundle Adjustment M. Gladkova N. Korobov Nikolaus Demmel Aljovsa Ovsep Laura Leal-Taixé Daniel Cremers 3DPC 19 5 0 29 Sep 2022
BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video A. Athar Jonathon Luiten P. Voigtlaender Tarasha Khurana Achal Dave Bastian Leibe Deva Ramanan VOS VLM 6 57 0 25 Sep 2022
CAMO-MOT: Combined Appearance-Motion Optimization for 3D Multi-Object Tracking with Camera-LiDAR Fusion Li-e Wang X. Zhang Wenyuan Qin Xiaoyu Li Lei Yang Zhiwei Li Lei Zhu Hong Wang Jun Li Hua Liu 3DPC VOT 9 69 0 06 Sep 2022
Robust Multi-Object Tracking by Marginal Inference Yifu Zhang Chunyu Wang Xinggang Wang Wenjun Zeng Wenyu Liu VOT 11 17 0 07 Aug 2022
PolarMOT: How Far Can Geometric Relations Take Us in 3D Multi-Object Tracking? Aleksandr Kim Guillem Brasó Aljosa Osep Laura Leal-Taixé 3DPC 18 45 0 03 Aug 2022
PieTrack: An MOT solution based on synthetic data training and self-supervised domain adaptation Yirui Wang Shenghua He Youbao Tang Jingyu Chen Hong-Yu Zhou ... Junjie Liang Yanxin Huang Ning Zhang Ruei-Sung Lin Mei Han 6 1 0 22 Jul 2022
Multi-Object Tracking and Segmentation via Neural Message Passing Guillem Brasó Orcun Cetintas Laura Leal-Taixe VOT 13 21 0 15 Jul 2022
Tracking Objects as Pixel-wise Distributions Zelin Zhao Ze Wu Yueqing Zhuang Boxun Li Jiaya Jia VOT 18 54 0 12 Jul 2022
TGRMPT: A Head-Shoulder Aided Multi-Person Tracker and a New Large-Scale Dataset for Tour-Guide Robot Wen Wang Shunda Hu Shiqiang Zhu Wei Song Zheyuan Lin Tianlei Jin Zonghao Mu Yuanhai Zhou 29 4 0 08 Jul 2022
BoT-SORT: Robust Associations Multi-Pedestrian Tracking Nir Aharon Roy Orfaig B. Bobrovsky VOT 13 434 0 29 Jun 2022
Simple Cues Lead to a Strong Multi-Object Tracker Jenny Seidenschwarz Guillem Brasó Victor Castro Serrano Ismail Elezi Laura Leal-Taixé VOT 25 48 0 09 Jun 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Mingli Song Jenq-Neng Hwang VOT 38 13 0 22 May 2022
MUTR3D: A Multi-camera Tracking Framework via 3D-to-2D Queries Tianyuan Zhang Xuanyao Chen Yue Wang Yilun Wang Hang Zhao 8 80 0 02 May 2022
Revealing Occlusions with 4D Neural Fields Basile Van Hoorick Purva Tendulkar Dídac Surís Dennis Park Simon Stent Carl Vondrick 8 16 0 22 Apr 2022
Interaction-Aware Labeled Multi-Bernoulli Filter Nida Ishtiaq A. Gostar A. Bab-Hadiashar R. Hoseinnezhad 14 10 0 19 Apr 2022
Object Permanence Emerges in a Random Walk along Memory P. Tokmakov Allan Jabri Jie Li Adrien Gaidon 6 20 0 04 Apr 2022
MeMOT: Multi-Object Tracking with Memory Jiarui Cai Mingze Xu Wei Li Yuanjun Xiong Wei Xia Z. Tu Stefano Soatto VOT 19 147 0 31 Mar 2022
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Jinkun Cao Jiangmiao Pang Xinshuo Weng Rawal Khirodkar Kris M. Kitani VOT 13 450 0 27 Mar 2022
Global Tracking Transformers Xingyi Zhou Tianwei Yin V. Koltun Philipp Krahenbuhl VOT 10 132 0 24 Mar 2022
VariabilityTrack:Multi-Object Tracking with Variable Speed Object Movement Run Luo Ji Wei Qiao Lin VOT 17 1 0 12 Mar 2022
SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object Tracking Jiaxin Li Yan Ding Hua-Liang Wei VOT 11 43 0 08 Mar 2022
StrongSORT: Make DeepSORT Great Again Yunhao Du Zhicheng Zhao Yang Song Yanyun Zhao Fei Su Tao Gong Hongying Meng VOT 15 529 0 28 Feb 2022
PatchTrack: Multiple Object Tracking Using Frame Patches Sherry X Chen Seyed Mehdi Iranmanesh Kuo-Chin Lien VOT 12 13 0 01 Jan 2022
Tracking People by Predicting 3D Appearance, Location & Pose Jathushan Rajasegaran Georgios Pavlakos Angjoo Kanazawa Jitendra Malik 3DH 13 15 0 08 Dec 2021
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi-Xin Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 94 1,289 0 13 Oct 2021
MetaCOG: A Hierarchical Probabilistic Model for Learning Meta-Cognitive Visual Representations Marlene D. Berke Zhangir Azerbayev M. Belledonne Zenna Tavares J. Jara-Ettinger 11 1 0 06 Oct 2021
DeepScale: Online Frame Size Adaptation for Multi-object Tracking on Smart Cameras and Edge Servers Keivan Nalaie Renjie Xu Rong Zheng VOT 11 6 0 22 Jul 2021
NuPlan: A closed-loop ML-based planning benchmark for autonomous vehicles Holger Caesar Juraj Kabzan Kok Seang Tan Whye Kit Fong Eric M. Wolff A. Lang L. Fletcher Oscar Beijbom Sammy Omari 17 180 0 22 Jun 2021
An Energy-Efficient Quad-Camera Visual System for Autonomous Machines on FPGA Platform Zishen Wan Yuyang Zhang A. Raychowdhury Bo Yu Haibin Ling Shaoshan Liu 6 17 0 01 Apr 2021
TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Yihong Xu Yutong Ban Guillaume Delorme Chuang Gan Daniela Rus Xavier Alameda-Pineda VOT 22 90 0 28 Mar 2021