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
QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking Tobias Fischer Thomas E. Huang Jiangmiao Pang Linlu Qiu Haofeng Chen Trevor Darrell F. I. F. Richard Yu VOT 26 66 0 12 Oct 2022
EnsembleMOT: A Step towards Ensemble Learning of Multiple Object Tracking Yunhao Du Zihang Liu Fei Su VOT 41 1 0 11 Oct 2022
Multiple Object Tracking from appearance by hierarchically clustering tracklets Andreu Girbau F. Marqués Shiníchi Satoh VOT 26 12 0 07 Oct 2022
SoccerNet 2022 Challenges Results Silvio Giancola A. Cioppa A. Deliège Floriane Magera Vladimir Somers ... Yingying Li Yue He Yujie Zhong Zhenhua Guo Zhiheng Li 30 30 0 05 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 34 5 0 29 Sep 2022
Visual Object Tracking in First Person Vision Matteo Dunnhofer Antonino Furnari G. Farinella C. Micheloni 31 33 0 27 Sep 2022
Observation Centric and Central Distance Recovery on Sports Player Tracking Hsiang-Wei Huang Cheng-Yen Yang Jenq-Neng Hwang Pyong-Kun Kim Kwang-Ik Kim Kyoungoh Lee 21 1 0 27 Sep 2022
$D$^{\bf{3}}$: Duplicate Detection Decontaminator for Multi-Athlete Tracking in Sports Videos$ D $^{\bf{3}}$ : Duplicate Detection Decontaminator for Multi-Athlete Tracking in Sports Videos Rui He Zehua Fu Qingjie Liu Yunhong Wang Xunxun Chen 24 0 0 25 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 18 57 0 25 Sep 2022
Towards Frame Rate Agnostic Multi-Object Tracking Weitao Feng Lei Bai Yongqiang Yao F. Yu Wanli Ouyang VOT 42 10 0 23 Sep 2022
Multiple Object Tracking in Recent Times: A Literature Review Mk Bashar Samia Islam Kashifa Kawaakib Hussain Md. Bakhtiar Hasan A. A. Ashikur Rahman M. H. Kabir VOT 40 23 0 11 Sep 2022
CAMO-MOT: Combined Appearance-Motion Optimization for 3D Multi-Object Tracking with Camera-LiDAR Fusion Li-e Wang Xuzhi Zhang Wenyuan Qin Xiaoyu Li Lei Yang Zhiwei Li Lei Zhu Hong Wang Jun Li Hua Liu 3DPC VOT 24 69 0 06 Sep 2022
InterTrack: Interaction Transformer for 3D Multi-Object Tracking John Willes Cody Reading Steven L. Waslander VOT 32 13 0 17 Aug 2022
Context-Aware Streaming Perception in Dynamic Environments Gur-Eyal Sela Ionel Gog J. Wong Kumar Krishna Agrawal Xiangxi Mo ... Eric Leong Xin Wang Bharathan Balaji Joseph E. Gonzalez Ion Stoica 18 9 0 16 Aug 2022
Fast Online and Relational Tracking M. H. Nasseri M. Babaee H. Moradi Reshad Hosseini VOT 23 5 0 07 Aug 2022
SOMPT22: A Surveillance Oriented Multi-Pedestrian Tracking Dataset F. Şimşek C. Çigla K. Kayabol VOT 21 5 0 04 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 32 45 0 03 Aug 2022
Tracking Every Thing in the Wild Siyuan Li Martin Danelljan Henghui Ding Thomas E. Huang F. I. F. Richard Yu 33 40 0 26 Jul 2022
TransFiner: A Full-Scale Refinement Approach for Multiple Object Tracking Bin Sun VOT 18 0 0 26 Jul 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 17 1 0 22 Jul 2022
MOTCOM: The Multi-Object Tracking Dataset Complexity Metric Malte Pedersen Joakim Bruslund Haurum Patrick Dendorfer T. Moeslund VOT 23 1 0 20 Jul 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting Justin Kay Peter Kulits Suzanne Stathatos Siqi Deng Erik Young Sara Beery Grant Van Horn Pietro Perona 24 26 0 19 Jul 2022
Multi-Object Tracking and Segmentation via Neural Message Passing Guillem Brasó Orcun Cetintas Laura Leal-Taixe VOT 31 21 0 15 Jul 2022
Tracking Objects as Pixel-wise Distributions Zelin Zhao Ze Wu Yueqing Zhuang Boxun Li Jiaya Jia VOT 31 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 43 4 0 08 Jul 2022
BoT-SORT: Robust Associations Multi-Pedestrian Tracking Nir Aharon Roy Orfaig B. Bobrovsky VOT 28 438 0 29 Jun 2022
mvHOTA: A multi-view higher order tracking accuracy metric to measure spatial and temporal associations in multi-point detection Lalith Sharan Halvar Kelm Gabriele Romano M. Karck R. de Simone Sandy Engelhardt 23 0 0 19 Jun 2022
Waymo Open Dataset: Panoramic Video Panoptic Segmentation Jieru Mei A. Z. Zhu Xinchen Yan Han Yan Siyuan Qiao Yukun Zhu Liang-Chieh Chen Henrik Kretzschmar Dragomir Anguelov 28 52 0 15 Jun 2022
Simple Cues Lead to a Strong Multi-Object Tracker Jenny Seidenschwarz Guillem Brasó Victor Castro Serrano Ismail Elezi Laura Leal-Taixé VOT 41 48 0 09 Jun 2022
Bag of Tricks for Domain Adaptive Multi-Object Tracking Min-seok Seo Jeongwon Ryu Kwangjin Yoon 22 2 0 31 May 2022
Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object Tracking Peng Dai Yiqiang Feng Renliang Weng Changshui Zhang VOT ViT 22 5 0 31 May 2022
TubeFormer-DeepLab: Video Mask Transformer Dahun Kim Jun Xie Huiyu Wang Siyuan Qiao Qihang Yu Hong-Seok Kim Hartwig Adam In So Kweon Liang-Chieh Chen ViT MedIm 86 40 0 30 May 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Jenq-Neng Hwang VOT 59 15 0 22 May 2022
AnimalTrack: A Benchmark for Multi-Animal Tracking in the Wild Libo Zhang Junyuan Gao Zhen Xiao Heng Fan VOT 16 32 0 30 Apr 2022
Improving tracking with a tracklet associator Rémi Nahon Guillaume-Alexandre Bilodeau G. Pesant VOT 15 0 0 22 Apr 2022
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos A. Cioppa Silvio Giancola A. Deliège Le Kang Xin Zhou Zhiyu Cheng Guohao Li Marc Van Droogenbroeck 47 75 0 14 Apr 2022
MONCE Tracking Metrics: a comprehensive quantitative performance evaluation methodology for object tracking Kenneth Rapko Wanlin Xie Andrew Walsh VOT 23 1 0 11 Apr 2022
Object Permanence Emerges in a Random Walk along Memory P. Tokmakov Allan Jabri Jie Li Adrien Gaidon 34 21 0 04 Apr 2022
Human Instance Segmentation and Tracking via Data Association and Single-stage Detector Lu Cheng Mingde Zhao 28 0 0 31 Mar 2022
MeMOT: Multi-Object Tracking with Memory Jiarui Cai Mingze Xu Wei Li Yuanjun Xiong Wei Xia Z. Tu Stefano Soatto VOT 29 148 0 31 Mar 2022
TR-MOT: Multi-Object Tracking by Reference Mingfei Chen Yue Liao Si Liu Fei-Yue Wang Jenq-Neng Hwang VOT 32 9 0 30 Mar 2022
Interactive Multi-scale Fusion of 2D and 3D Features for Multi-object Tracking Guangming Wang Chensheng Peng Jinpeng Zhang Hesheng Wang 3DPC 19 7 0 30 Mar 2022
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking Jinkun Cao Jiangmiao Pang Xinshuo Weng Rawal Khirodkar Kris M. Kitani VOT 49 455 0 27 Mar 2022
Global Tracking Transformers Xingyi Zhou Tianwei Yin V. Koltun Philipp Krahenbuhl VOT 24 133 0 24 Mar 2022
VariabilityTrack:Multi-Object Tracking with Variable Speed Object Movement Run Luo Ji Wei Qiao Lin VOT 30 1 0 12 Mar 2022
SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object Tracking Jiaxin Li Yan Ding Hua-Liang Wei VOT 29 43 0 08 Mar 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 45 250 0 07 Mar 2022
DetFlowTrack: 3D Multi-object Tracking based on Simultaneous Optimization of Object Detection and Scene Flow Estimation Yueling Shen Guangming Wang Hesheng Wang VOT 3DPC 16 2 0 04 Mar 2022
StrongSORT: Make DeepSORT Great Again Yunhao Du Zhicheng Zhao Yang Song Yanyun Zhao Fei Su Tao Gong Hongying Meng VOT 35 537 0 28 Feb 2022
V2X-Sim: Multi-Agent Collaborative Perception Dataset and Benchmark for Autonomous Driving Yiming Li Dekun Ma Ziyan An Zixun Wang Yiqi Zhong Siheng Chen Chen Feng 17 216 0 17 Feb 2022