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
AgriSORT: A Simple Online Real-time Tracking-by-Detection framework for robotics in precision agriculture Leonardo Saraceni I. M. Motoi Daniele Nardi Thomas Alessandro Ciarfuglia VOT 22 8 0 23 Sep 2023
Localization-Guided Track: A Deep Association Multi-Object Tracking Framework Based on Localization Confidence of Detections Ting Meng Chun-yan Fu Mingguang Huang Xiyang Wang Jiawei He Tao Huang Wankai Shi VOT 18 4 0 18 Sep 2023
So you think you can track? Derek Gloudemans Gergely Zachár Yanbing Wang Junyi Ji M. Nice ... B. Piccoli M. D. Monache Alexandre M. Bayen Benjamin Seibold D. Work VOT 33 18 0 13 Sep 2023
SoccerNet 2023 Challenges Results A. Cioppa Silvio Giancola Vladimir Somers Floriane Magera Xinxing Zhou ... Yujie Zhong Zheng Ruan Zhiheng Li Zhijian Huang Ziyu Meng 44 15 0 12 Sep 2023
DeNoising-MOT: Towards Multiple Object Tracking with Severe Occlusions Teng Fu Xiaocong Wang Haiyang Yu Ke Niu Bin Li Xiangyang Xue VOT ViT 39 6 0 09 Sep 2023
Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving Thomas E. Huang Yifan Liu Luc Van Gool Fisher Yu 29 5 0 08 Sep 2023
Tracking Anything with Decoupled Video Segmentation Ho Kei Cheng Seoung Wug Oh Brian L. Price Alexander Schwing Joon-Young Lee VOS VLM 43 121 0 07 Sep 2023
Fast and Resource-Efficient Object Tracking on Edge Devices: A Measurement Study Sanjana Vijay Ganesh Yanzhao Wu Gaowen Liu Ramana Rao Kompella Ling Liu VOT 30 4 0 06 Sep 2023
UnsMOT: Unified Framework for Unsupervised Multi-Object Tracking with Geometric Topology Guidance Son N. Tran Cong Tran Anh Tran Cuong Pham VOT 31 0 0 03 Sep 2023
Tracking without Label: Unsupervised Multiple Object Tracking via Contrastive Similarity Learning Sha Meng Dian Shao Jiacheng Guo Shan Gao VOT SSL 16 7 0 02 Sep 2023
SoccerNet 2023 Tracking Challenge -- 3rd place MOT4MOT Team Technical Report Gal Shitrit Ishay Beéry Ido Yerushalmy 24 3 0 31 Aug 2023
Occlusion-Aware Detection and Re-ID Calibrated Network for Multi-Object Tracking Yukun Su Rui Sun Xin Shu Yu Zhang Qingyao Wu VOT 43 5 0 30 Aug 2023
3D-MuPPET: 3D Multi-Pigeon Pose Estimation and Tracking Urs Waldmann A. H. H. Chan Hemal Naik Nagy Máté I. Couzin Oliver Deussen Bastian Goldlücke Fumihiro Kano 28 15 0 29 Aug 2023
The Interstate-24 3D Dataset: a new benchmark for 3D multi-camera vehicle tracking Derek Gloudemans Yanbing Wang Gracie Gumm William Barbour D. Work 3DV 3DPC 22 15 0 28 Aug 2023
TrackFlow: Multi-Object Tracking with Normalizing Flows G. Mancusi Aniello Panariello Angelo Porrello Matteo Fabbri Simone Calderara Rita Cucchiara VOT 25 12 0 22 Aug 2023
DiffusionTrack: Diffusion Model For Multi-Object Tracking Run Luo Zikai Song Lintao Ma Ji Wei Wei-Guo Yang Min Yang DiffM 25 29 0 19 Aug 2023
AttMOT: Improving Multiple-Object Tracking by Introducing Auxiliary Pedestrian Attributes Yunhao Li Zhen Xiao L. Yang Dan Meng Xin Zhou Hengrui Fan Libo Zhang 34 4 0 15 Aug 2023
Automated Construction of Time-Space Diagrams for Traffic Analysis Using Street-View Video Sequence T. Rastogi Mårten Björkman 12 2 0 11 Aug 2023
Collaborative Tracking Learning for Frame-Rate-Insensitive Multi-Object Tracking Yiheng Liu Junta Wu Yi Fu VOT 24 6 0 11 Aug 2023
Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations Chanwut Kittivorawong Yongming Ge Yousef Helal Alvin Cheung 13 3 0 07 Aug 2023
A Hybrid Approach To Real-Time Multi-Object Tracking V. M. Scarrica Ciro Panariello A. Ferone A. Staiano VOT 9 2 0 02 Aug 2023
Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking Mingzhan Yang G. Han B. Yan Wenhua Zhang Jinqing Qi Huchuan Lu D. Wang VOT 35 54 0 01 Aug 2023
Advancing Frame-Dropping in Multi-Object Tracking-by-Detection Systems Through Event-Based Detection Triggering M. Henning M. Buchholz Klaus C. J. Dietmayer 21 0 0 01 Aug 2023
MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object Tracking Ruopeng Gao Limin Wang VOT 37 50 0 28 Jul 2023
Uncertainty-aware Unsupervised Multi-Object Tracking Kai Liu Sheng Jin Zhihang Fu Ze Chen Rongxin Jiang Jieping Ye VOT MQ 29 8 0 28 Jul 2023
MinkSORT: A 3D deep feature extractor using sparse convolutions to improve 3D multi-object tracking in greenhouse tomato plants David Rapado Rincon Eldert J. van Henten Gert Kootstra 17 5 0 11 Jul 2023
CityTrack: Improving City-Scale Multi-Camera Multi-Target Tracking by Location-Aware Tracking and Box-Grained Matching Jincheng Lu Xipeng Yang Jinxing Ye Yifu Zhang Zhikang Zou Wei Zhang Xiao Tan VOT 35 0 0 06 Jul 2023
Segmentation and Tracking of Vegetable Plants by Exploiting Vegetable Shape Feature for Precision Spray of Agricultural Robots Nan Hu Daobilige Su Shuo Wang Xuechang Wang H. Zhong Zimeng Wang Yongliang Qiao Yu Tan 11 5 0 23 Jun 2023
Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in Sports Hsiang-Wei Huang Cheng-Yen Yang Jiacheng Sun Pyong-Kun Kim Kwang-Ju Kim Kyoungoh Lee Chung-I Huang Jenq-Neng Hwang 32 22 0 22 Jun 2023
Dense Video Object Captioning from Disjoint Supervision Xingyi Zhou Anurag Arnab Chen Sun Cordelia Schmid 31 3 0 20 Jun 2023
A Gated Attention Transformer for Multi-Person Pose Tracking Andreas Doering Juergen Gall VOT 19 1 0 09 Jun 2023
Tracking Objects with 3D Representation from Videos Jiawei He Lue Fan Yuqi Wang Yuntao Chen Zehao Huang Nai-long Wang Zhaoxiang Zhang 3DPC VOT 66 1 0 08 Jun 2023
SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth Zelin Liu Xinggang Wang Cheng Wang Wenyu Liu X. Bai VOS VOT 28 38 0 08 Jun 2023
TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments Yu Sun Qian Bao Wu Liu Tao Mei Michael J. Black 3DH 33 60 0 05 Jun 2023
MotionTrack: Learning Motion Predictor for Multiple Object Tracking Changcheng Xiao Qiong Cao Yujie Zhong L. Lan Xiang Zhang Zhigang Luo Dacheng Tao VOT 26 20 0 05 Jun 2023
Heteroskedastic Geospatial Tracking with Distributed Camera Networks Colin Samplawski Shiwei Fang Ziqi Wang Deepak Ganesan Mani B. Srivastava Benjamin M. Marlin 22 4 0 04 Jun 2023
Humans in 4D: Reconstructing and Tracking Humans with Transformers Shubham Goel Georgios Pavlakos Jathushan Rajasegaran Angjoo Kanazawa Jitendra Malik 3DH 35 177 0 31 May 2023
Z-GMOT: Zero-shot Generic Multiple Object Tracking Kim Hoang Tran Anh Duy Le Dinh Tien-Phat Nguyen Thinh Phan Pha Nguyen Khoa Luu Don Adjeroh Gianfranco Doretto Ngan Hoang Le VOT 33 5 0 28 May 2023
EgoHumans: An Egocentric 3D Multi-Human Benchmark Rawal Khirodkar Aayush Bansal Lingni Ma Richard Newcombe Minh Vo Kris M. Kitani EgoV 26 34 0 25 May 2023
MOTRv3: Release-Fetch Supervision for End-to-End Multi-Object Tracking En Yu Tiancai Wang Zhuoling Li Yuang Zhang Xiangyu Zhang Wenbing Tao VOT 37 28 0 23 May 2023
Perception Test: A Diagnostic Benchmark for Multimodal Video Models Viorica Puatruaucean Lucas Smaira Ankush Gupta Adrià Recasens Continente L. Markeeva ... Y. Aytar Simon Osindero Dima Damen Andrew Zisserman João Carreira VLM 135 140 0 23 May 2023
Type-to-Track: Retrieve Any Object via Prompt-based Tracking Pha Nguyen Kha Gia Quach Kris M. Kitani Khoa Luu 45 18 0 22 May 2023
Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object Tracking Feng Yan Weihua Luo Yujie Zhong Yiyang Gan Lin Ma VOT 40 15 0 22 May 2023
S $^3$ Track: Self-supervised Tracking with Soft Assignment Flow Fatemeh Azimi Fahim Mannan Felix Heide VOT 35 0 0 17 May 2023
S $^2$ MAT: Simultaneous and Self-Reinforced Mapping and Tracking in Dynamic Urban Scenariosorcing Framework for Simultaneous Mapping and Tracking in Unbounded Urban Environments Tingxiang Fan Bo Shen Yinqiang Zhang Chuye Zhang Lei Yang Hua Chen Wei Zhang Jianyi Pan 24 2 0 27 Apr 2023
Self-Supervised Multi-Object Tracking For Autonomous Driving From Consistency Across Timescales Christopher Lang Alexander Braun Lars Schillingmann Abhinav Valada 19 5 0 25 Apr 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 42 132 0 19 Apr 2023
You Only Need Two Detectors to Achieve Multi-Modal 3D Multi-Object Tracking Xiyang Wang Chun-yan Fu Jiawei He Mingguang Huang Ting Meng Siyu Zhang Hangning Zhou Ziyao Xu Chi Zhang VOT 27 18 0 18 Apr 2023
The Impact of Frame-Dropping on Performance and Energy Consumption for Multi-Object Tracking M. Henning M. Buchholz Klaus C. J. Dietmayer 13 1 0 17 Apr 2023
Framework for Quality Evaluation of Smart Roadside Infrastructure Sensors for Automated Driving Applications Laurent Kloeker Chenghua Liu Chao Wei L. Eckstein 28 5 0 16 Apr 2023