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
Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers Chi Xu Yili Jin Sami Ma Rongsheng Qian Hao Fang ... Xue Liu Edith Ngai William I. Atlas Katrina M. Connors Mark A. Spoljaric 31 0 0 10 May 2025
CAMELTrack: Context-Aware Multi-cue ExpLoitation for Online Multi-Object Tracking Vladimir Somers Baptiste Standaert Victor Joos Alexandre Alahi Christophe De Vleeschouwer VOT 57 0 0 02 May 2025
Improving trajectory continuity in drone-based crowd monitoring using a set of minimal-cost techniques and deep discriminative correlation filters Bartosz Ptak Marek Kraft 24 0 0 28 Apr 2025
S3MOT: Monocular 3D Object Tracking with Selective State Space Model Zhuohao Yan Shaoquan Feng Xingxing Li Yuxuan Zhou Chunxi Xia Shengyu Li VOT 74 0 0 25 Apr 2025
ReferGPT: Towards Zero-Shot Referring Multi-Object Tracking Tzoulio Chamiti Leandro Di Bella Adrian Munteanu Nikos Deligiannis 24 0 0 12 Apr 2025
Deep LG-Track: An Enhanced Localization-Confidence-Guided Multi-Object Tracker Ting Meng Chunyun Fu Xiangyan Yan Zheng Liang Pan Ji Jianwen Wang Tao Huang 40 0 0 02 Apr 2025
Coca-Splat: Collaborative Optimization for Camera Parameters and 3D Gaussians Jiamin Wu Hongyang Li Xiaoke Jiang Yuan Yao Lei Zhang 3DGS 51 0 0 01 Apr 2025
SAVeD: Learning to Denoise Low-SNR Video for Improved Downstream Performance Suzanne Stathatos Michael Hobley Markus Marks Pietro Perona 29 0 0 31 Mar 2025
TrackID3x3: A Dataset and Algorithm for Multi-Player Tracking with Identification and Pose Estimation in 3x3 Basketball Full-court Videos Kazuhiro Yamada Li Yin Qingrui Hu Ning Ding Shunsuke Iwashita Jun Ichikawa Kiwamu Kotani Calvin Yeung Keisuke Fujii 50 0 0 24 Mar 2025
Dynamic-Dark SLAM: RGB-Thermal Cooperative Robot Vision Strategy for Multi-Person Tracking in Both Well-Lit and Low-Light Scenes Tatsuro Sakai Kanji Tanaka Jonathan Tay Yu Liang Muhammad Adil Luqman Daiki Iwata 52 0 0 17 Mar 2025
Real-Time Multi-Object Tracking using YOLOv8 and SORT on a SoC FPGA Michal Danilowicz T. Kryjak VOT 56 0 0 17 Mar 2025
History-Aware Transformation of ReID Features for Multiple Object Tracking Ruopeng Gao Y. Wang Chunxu Liu Limin Wang VOT 73 1 0 16 Mar 2025
Attention to Trajectory: Trajectory-Aware Open-Vocabulary Tracking Yunhao Li Yifan Jiao Dan Meng Heng Fan L. Zhang 58 0 0 11 Mar 2025
Just Functioning as a Hook for Two-Stage Referring Multi-Object Tracking Weize Li Yunhao Du Qixiang Yin Zhicheng Zhao Fei Su Daqi Liu 64 0 0 10 Mar 2025
Omnidirectional Multi-Object Tracking Kai Luo Hao-miao Shi Sheng Wu Fei Teng Mengfei Duan Chang Huang Y. Wang Kaiwei Wang Kailun Yang 42 0 0 06 Mar 2025
DashCop: Automated E-ticket Generation for Two-Wheeler Traffic Violations Using Dashcam Videos Deepti Rawat Keshav Gupta Aryamaan Basu Roy Ravi Kiran Sarvadevabhatla 34 0 0 01 Mar 2025
Towards long-term player tracking with graph hierarchies and domain-specific features Maria Koshkina J. Elder 36 0 0 28 Feb 2025
MEX: Memory-efficient Approach to Referring Multi-Object Tracking Huu-Thien Tran Phuoc-Sang Pham Thai-Son Tran Khoa Luu VOT 73 1 0 20 Feb 2025
No Free Lunch in Annotation either: An objective evaluation of foundation models for streamlining annotation in animal tracking Emil Mededovic Valdy Laurentius Yuli Wu Marcin Kopaczka Zhu Chen Mareike Schulz René Tolba Johannes Stegmaier 94 1 0 06 Feb 2025
YOLO11-JDE: Fast and Accurate Multi-Object Tracking with Self-Supervised Re-ID Iñaki Erregue Kamal Nasrollahi Sergio Escalera VOT 59 0 0 23 Jan 2025
TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse Scenes X. Cao Y. Zheng Yao Yao Huapeng Qin Xiaoyu Cao Shihui Guo 61 1 0 03 Jan 2025
Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection K. Hashmi Talha Uddin Sheikh Didier Stricker Muhammad Zeshan Afzal 70 0 0 06 Dec 2024
Towards Real-Time Open-Vocabulary Video Instance Segmentation Bin Yan Martin Sundermeyer D. Tan Huchuan Lu F. Tombari VLM VOS 92 1 0 05 Dec 2024
Perception Test 2024: Challenge Summary and a Novel Hour-Long VideoQA Benchmark Joseph Heyward João Carreira Dima Damen Andrew Zisserman Viorica Patraucean 80 2 0 29 Nov 2024
CrossTracker: Robust Multi-modal 3D Multi-Object Tracking via Cross Correction Lipeng Gu Xuefeng Yan Weiming Wang Honghua Chen Dingkun Zhu Liangliang Nan Mingqiang Wei 66 0 0 28 Nov 2024
Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory Zaira Manigrasso Matteo Dunnhofer Antonino Furnari Moritz Nottebaum Antonio Finocchiaro Davide Marana G. Farinella C. Micheloni 72 1 0 25 Nov 2024
Learning a Neural Association Network for Self-supervised Multi-Object Tracking Shuai Li Michael G. Burke S. Ramamoorthy Juergen Gall VOT 78 0 0 18 Nov 2024
BuckTales : A multi-UAV dataset for multi-object tracking and re-identification of wild antelopes Hemal Naik Junran Yang Dipin Das Margaret C Crofoot Akanksha Rathore Vivek Hari Sridhar 42 3 0 11 Nov 2024
PKF: Probabilistic Data Association Kalman Filter for Multi-Object Tracking Hanwen Cao George J. Pappas Nikolay A. Atanasov 29 0 0 10 Nov 2024
Multi-object Tracking by Detection and Query: an efficient end-to-end manner Shukun Jia Yichao Cao Feng Yang Xin Lu Xiaobo Lu VOT 34 0 0 09 Nov 2024
SIRA: Scalable Inter-frame Relation and Association for Radar Perception Ryoma Yataka P. Wang P. Boufounos R. Takahashi 38 4 0 04 Nov 2024
HopTrack: A Real-time Multi-Object Tracking System for Embedded Devices Xiang Li Cheng Chen Yuan-Yao Lou Mustafa Abdallah Kwang Taik Kim S. Bagchi VOT 83 0 0 01 Nov 2024
Is Multiple Object Tracking a Matter of Specialization? G. Mancusi Mattia Bernardi Aniello Panariello Angelo Porrello Rita Cucchiara Simone Calderara MoMe 31 1 0 01 Nov 2024
Tracking one-in-a-million: Large-scale benchmark for microbial single-cell tracking with experiment-aware robustness metrics J. Seiffarth L. Blöbaum R. D. Paul N. Friederich A. J. Yamachui Sitcheu R. Mikut H. Scharr A. Grünberger K. Nöh 26 3 0 01 Nov 2024
IP-MOT: Instance Prompt Learning for Cross-Domain Multi-Object Tracking Run Luo Zikai Song Longze Chen Yunshui Li Min Yang Wei-Guo Yang 35 0 0 30 Oct 2024
AlphaChimp: Tracking and Behavior Recognition of Chimpanzees Xiaoxuan Ma Yutang Lin Yuan Xu Stephan P. Kaufhold Jack Terwilliger Andres Meza Yixin Zhu Federico Rossano Yizhou Wang 34 0 0 22 Oct 2024
Enhancing In-vehicle Multiple Object Tracking Systems with Embeddable Ising Machines Kosuke Tatsumura Yohei Hamakawa Masaya Yamasaki Koji Oya Hiroshi Fujimoto VOT 39 2 0 18 Oct 2024
Temporal-Enhanced Multimodal Transformer for Referring Multi-Object Tracking and Segmentation Changcheng Xiao Qiong Cao Yujie Zhong Xiang Zhang Tao Wang Canqun Yang L. Lan 23 0 0 17 Oct 2024
DINTR: Tracking via Diffusion-based Interpolation Pha Nguyen Ngan Le J. Cothren Alper Yilmaz Khoa Luu DiffM 38 0 0 14 Oct 2024
Efficient Multi-Object Tracking on Edge Devices via Reconstruction-Based Channel Pruning Jan Müller Adrian Pigors VOT 28 0 0 11 Oct 2024
Ego3DT: Tracking Every 3D Object in Ego-centric Videos Shengyu Hao Wenhao Chai Zhonghan Zhao Meiqi Sun Wendi Hu ... Yixian Zhao Qi Li Yizhou Wang Xi Li Gaoang Wang 37 1 0 11 Oct 2024
SALINA: Towards Sustainable Live Sonar Analytics in Wild Ecosystems Chi Xu Rongsheng Qian Hao Fang Xiaoqiang Ma William I. Atlas Jiangchuan Liu Mark A. Spoljaric 32 1 0 10 Oct 2024
Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking Mattia Segu Luigi Piccinelli Siyuan Li Yung-Hsu Yang Bernt Schiele Luc Van Gool Mamba 37 2 0 02 Oct 2024
CAMOT: Camera Angle-aware Multi-Object Tracking Felix Limanta K. Uto K. Shinoda VOT 32 5 0 26 Sep 2024
Walker: Self-supervised Multiple Object Tracking by Walking on Temporal Appearance Graphs Mattia Segu Luigi Piccinelli Siyuan Li Luc Van Gool Fisher Yu Bernt Schiele VOT 34 2 0 25 Sep 2024
MCTrack: A Unified 3D Multi-Object Tracking Framework for Autonomous Driving Xiyang Wang Shouzheng Qi Jieyou Zhao Hangning Zhou Siyu Zhang ... Kai Tu Songlin Guo Jianbo Zhao Jian Li Mu Yang VOT 42 4 0 23 Sep 2024
Associate Everything Detected: Facilitating Tracking-by-Detection to the Unknown Zimeng Fang Chao Liang Xue Zhou Shuyuan Zhu Xi Li 36 2 0 14 Sep 2024
FACT: Feature Adaptive Continual-learning Tracker for Multiple Object Tracking Rongzihan Song Zhenyu Weng Huiping Zhuang Jinchang Ren Yongming Chen Zhiping Lin VOT 26 0 0 12 Sep 2024
When to Extract ReID Features: A Selective Approach for Improved Multiple Object Tracking Emirhan Bayar Cemal Aker VOT 40 0 0 10 Sep 2024
LITE: A Paradigm Shift in Multi-Object Tracking with Efficient ReID Feature Integration Jumabek Alikhanov Dilshod Obidov Hakil Kim VOT 35 1 0 06 Sep 2024