HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking

16 September 2020

Laura Leal-Taixe

Papers citing "HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking"

50 / 340 papers shown

Title
Ego-Motion Aware Target Prediction Module for Robust Multi-Object Tracking Navid Mahdian Mohammad Jani Amir M. Soufi Enayati H. Najjaran 36 0 0 03 Apr 2024
MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark Sanghyun Woo Kwanyong Park Inkyu Shin Myungchul Kim In So Kweon 33 0 0 29 Mar 2024
WALT3D: Generating Realistic Training Data from Time-Lapse Imagery for Reconstructing Dynamic Objects under Occlusion Khiem Vuong N. D. Reddy R. Tamburo S. Narasimhan 27 1 0 27 Mar 2024
Multiple Object Tracking as ID Prediction Ruopeng Gao Yijun Zhang Limin Wang 55 12 0 25 Mar 2024
Fast-Poly: A Fast Polyhedral Framework For 3D Multi-Object Tracking Xiaoyu Li Dedong Liu Lijun Zhao Yitao Wu Xian Wu Jinghan Gao 3DPC 53 5 0 20 Mar 2024
MCD: Diverse Large-Scale Multi-Campus Dataset for Robot Perception Thien-Minh Nguyen Shenghai Yuan T. Nguyen Peng Yin Haozhi Cao ... Maciej K. Wozniak Patric Jensfelt Mark Thiel Justin Ziegenbein Noel Blunder 33 37 0 18 Mar 2024
NetTrack: Tracking Highly Dynamic Objects with a Net Guang-Zheng Zheng Shijie Lin Haobo Zuo Changhong Fu Jia Pan 35 10 0 17 Mar 2024
Learning Data Association for Multi-Object Tracking using Only Coordinates Mehdi Miah Guillaume-Alexandre Bilodeau Nicolas Saunier VOT 21 0 0 12 Mar 2024
Beyond MOT: Semantic Multi-Object Tracking Yunhao Li Hao Wang Xue Ma Jiali Yao Shaohua Dong Heng Fan Libo Zhang VOT 24 3 0 08 Mar 2024
Multi-Object Tracking with Camera-LiDAR Fusion for Autonomous Driving Riccardo Pieroni Simone Specchia Matteo Corno S. Savaresi VOT 3DPC 26 1 0 06 Mar 2024
DeconfuseTrack:Dealing with Confusion for Multi-Object Tracking Cheng Huang Shoudong Han Mengyu He Wenbo Zheng Yuhao Wei VOT 32 4 0 05 Mar 2024
DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction Weiyi Lv Yuhang Huang Ning Zhang Ruei-Sung Lin Mei Han Dan Zeng DiffM 49 16 0 04 Mar 2024
EchoTrack: Auditory Referring Multi-Object Tracking for Autonomous Driving Jiacheng Lin Jiajun Chen Kunyu Peng Xuan He Zhiyong Li Rainer Stiefelhagen Kailun Yang 48 6 0 28 Feb 2024
Multi-Object Tracking by Hierarchical Visual Representations Jinkun Cao Jiangmiao Pang Kris M. Kitani OCL 47 0 0 24 Feb 2024
MapTrack: Tracking in the Map Fei Wang Ruohui Zhang Chenglin Chen Min Yang Yun Bai VOT 24 0 0 20 Feb 2024
BronchoTrack: Airway Lumen Tracking for Branch-Level Bronchoscopic Localization Qingyao Tian Huai Liao Xinyan Huang Bingyu Yang Jinlin Wu Jian Chen Lujie Li Hongbin Liu 24 3 0 20 Feb 2024
UncertaintyTrack: Exploiting Detection and Localization Uncertainty in Multi-Object Tracking Chang Won Lee Steven L. Waslander VOT 23 2 0 19 Feb 2024
Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking Momir Adzemovic Predrag Tadić Andrija Petrović Mladen Nikolic 34 4 0 15 Feb 2024
BioDrone: A Bionic Drone-based Single Object Tracking Benchmark for Robust Vision Xin Zhao Shiyu Hu Yipei Wang Jing Zhang Yimin Hu ... Haibin Ling Yin Li Renshu Li Kun Liu Jiadong Li AAML 40 12 0 07 Feb 2024
AM-SORT: Adaptable Motion Predictor with Historical Trajectory Embedding for Multi-Object Tracking Vitaliy Kim Gunho Jung Seong-Whan Lee 32 1 0 25 Jan 2024
Pragmatic Communication in Multi-Agent Collaborative Perception Yue Hu Xianghe Pang Xiaoqi Qin Yonina C. Eldar Siheng Chen Ping Zhang Wenjun Zhang 30 7 0 23 Jan 2024
Evaluating Roadside Perception for Autonomous Vehicles: Insights from Field Testing Rusheng Zhang Depu Meng Shengyin Shen Tinghan Wang Tai Karir Michael Maile Henry X. Liu 31 5 0 22 Jan 2024
Instance Brownian Bridge as Texts for Open-vocabulary Video Instance Segmentation Ze-Long Cheng Kehan Li Hao Li Peng Jin Chang Liu Xiawu Zheng Rongrong Ji Jie Chen VOS 30 2 0 18 Jan 2024
Motion State: A New Benchmark Multiple Object Tracking Yang Feng Liao Pan Wu Di Liu Bo Xingle Zhang 18 2 0 29 Dec 2023
iKUN: Speak to Trackers without Retraining Yunhao Du Cheng Lei Zhicheng Zhao Fei Su VOT 29 13 0 25 Dec 2023
Perception Test 2023: A Summary of the First Challenge And Outcome Joseph Heyward João Carreira Dima Damen Andrew Zisserman Viorica Patraucean 16 0 0 20 Dec 2023
Towards Effective Multi-Moving-Camera Tracking: A New Dataset and Lightweight Link Model Yanting Zhang Shuanghong Wang Qingxiang Wang Cairong Yan Rui Fan 14 0 0 18 Dec 2023
NTrack: A Multiple-Object Tracker and Dataset for Infield Cotton Boll Counting Md Ahmed Al Muzaddid William J. Beksi VOT 24 1 0 18 Dec 2023
UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation Kefu Yi Kai Luo Xiaolei Luo Jiangui Huang Hao Wu Rongdong Hu Wei Hao VOT 24 42 0 14 Dec 2023
Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking Yanlei Gao Haojun Xu Nannan Wang Jie Li Xinbo Gao VOT 45 4 0 14 Dec 2023
Adaptive Confidence Threshold for ByteTrack in Multi-Object Tracking L. Ma M. Hussain JongHyun Park Jeongbae Kim Moongu Jeon 19 2 0 04 Dec 2023
Multiple Toddler Tracking in Indoor Videos Somaieh Amraee Bishoy Galoaa Matthew Goodwin Elaheh Hatamimajoumerd Sarah Ostadabbas VOT 24 5 0 29 Nov 2023
Action-slot: Visual Action-centric Representations for Multi-label Atomic Activity Recognition in Traffic Scenes Chi-Hsi Kung Shu-Wei Lu Yi-Hsuan Tsai Yi-Ting Chen 35 6 0 29 Nov 2023
Technical Report for Argoverse Challenges on Unified Sensor-based Detection, Tracking, and Forecasting Zhepeng Wang Feng Chen Kanokphan Lertniphonphan Siwei Chen Jinyao Bao Pengfei Zheng Jinbao Zhang Kaer Huang Tao Zhang 22 3 0 27 Nov 2023
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024 Benjamin Kiefer Lojze Žust Matej Kristan J. Pers Matija Tersek ... Magdalena Šumunec Nadir Kapetanović A. Michel Wolfgang Gross Martin Weinmann 17 4 0 23 Nov 2023
Single-Shot and Multi-Shot Feature Learning for Multi-Object Tracking Yizhe Li Sanping Zhou Zheng Qin Le Wang Jinjun Wang Nanning Zheng 29 1 0 17 Nov 2023
Contrastive Learning for Multi-Object Tracking with Transformers Pierre-François De Plaen N. Marinello M. Proesmans Tinne Tuytelaars Luc Van Gool VOT 29 6 0 14 Nov 2023
Evaluating the Significance of Outdoor Advertising from Driver's Perspective Using Computer Vision Zuzana Cerneková Zuzana Berger Haladová Ján Špirka Viktor Kocur 10 0 0 13 Nov 2023
Sea You Later: Metadata-Guided Long-Term Re-Identification for UAV-Based Multi-Object Tracking Cheng-Yen Yang Hsiang-Wei Huang Zhongyu Jiang Heng-Cheng Kuo Jie Mei Chung-I Huang Jenq-Neng Hwang VOT 19 2 0 06 Nov 2023
An Approach for Multi-Object Tracking with Two-Stage Min-Cost Flow Huining Li Yalong Jiang Xianlin Zeng Feng Li Zhipeng Wang 17 0 0 05 Nov 2023
Multiple Object Tracking based on Occlusion-Aware Embedding Consistency Learning Yaoqi Hu Axi Niu Yu Zhu Qingsen Yan Jinqiu Sun Yanning Zhang 28 1 0 05 Nov 2023
Audio-Visual Instance Segmentation Ruohao Guo Yaru Chen Yanyu Qi Wenzhen Yue Dantong Niu ... Wenzhen Yue Ji Shi Qixun Wang Peiliang Zhang Buwen Liang VLM VOS 28 2 0 28 Oct 2023
DecoderTracker: Decoder-Only Method for Multiple-Object Tracking Liao Pan Yang Feng Wu Di Liu Bo Xingle Zhang VOT 24 1 0 26 Oct 2023
ChimpACT: A Longitudinal Dataset for Understanding Chimpanzee Behaviors Xiaoxuan Ma Stephan P. Kaufhold Jiajun Su Wentao Zhu Jack Terwilliger Andres Meza Yixin Zhu Federico Rossano Yizhou Wang 21 13 0 25 Oct 2023
Audio-Visual Speaker Tracking: Progress, Challenges, and Future Directions Jinzheng Zhao Yong-mei Xu Xinyuan Qian Davide Berghi Peipei Wu Meng Cui Jianyuan Sun Philip J. B. Jackson Wenwu Wang BDL 37 7 0 23 Oct 2023
Deep MDP: A Modular Framework for Multi-Object Tracking Abhineet Singh VOT 23 0 0 22 Oct 2023
Putting the Object Back into Video Object Segmentation Ho Kei Cheng Seoung Wug Oh Brian Price Joon-Young Lee Alexander Schwing VOS 25 97 0 19 Oct 2023
ShaSTA-Fuse: Camera-LiDAR Sensor Fusion to Model Shape and Spatio-Temporal Affinities for 3D Multi-Object Tracking Tara Sadjadpour Rares Ambrus Jeannette Bohg VOT 30 1 0 04 Oct 2023
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking Mattia Segu Bernt Schiele Fisher Yu TTA 22 13 0 03 Oct 2023
SpikeMOT: Event-based Multi-Object Tracking with Sparse Motion Features Song Wang Zhu Wang Can Li Xiaojuan Qi Hayden Kwok-Hay So 31 0 0 29 Sep 2023