Towards Real-Time Multi-Object Tracking

27 September 2019

Liang Zheng

Papers citing "Towards Real-Time Multi-Object Tracking"

50 / 277 papers shown

Title
FeatureSORT: Essential Features for Effective Tracking Hamidreza Hashempoor Rosemary Koikara Yu Dong Hwang VOT 42 3 0 05 Jul 2024
StreamMOTP: Streaming and Unified Framework for Joint 3D Multi-Object Tracking and Trajectory Prediction Jiaheng Zhuang Guoan Wang Siyu Zhang Xiyang Wang Hangning Zhou Ziyao Xu Chi Zhang Zhiheng Li 39 1 0 28 Jun 2024
The Progression of Transformers from Language to Vision to MOT: A Literature Review on Multi-Object Tracking with Transformers Abhi Kamboj 32 0 0 24 Jun 2024
Flash-VStream: Memory-Based Real-Time Understanding for Long Video Streams Haoji Zhang Yiqin Wang Yansong Tang Yong-Jin Liu Jiashi Feng Jifeng Dai Xiaojie Jin 45 38 0 12 Jun 2024
Matching Anything by Segmenting Anything Siyuan Li Lei Ke Martin Danelljan Luigi Piccinelli Mattia Segu Luc Van Gool Fisher Yu VOS 40 22 0 06 Jun 2024
SurgiTrack: Fine-Grained Multi-Class Multi-Tool Tracking in Surgical Videos C. Nwoye N. Padoy 32 2 0 30 May 2024
Track Initialization and Re-Identification for~3D Multi-View Multi-Object Tracking L. Ma Tran Thien Dat Nguyen B. Vo Hyunsung Jang Moongu Jeon 41 16 0 28 May 2024
ETTrack: Enhanced Temporal Motion Predictor for Multi-Object Tracking Xudong Han Nobuyuki Oishi Yueying Tian Elif Ucurum R. Young C. Chatwin Philip Birch 40 3 0 24 May 2024
An Approximate Dynamic Programming Framework for Occlusion-Robust Multi-Object Tracking Pratyusha Musunuru Yuchao Li Jamison Weber Dimitri P. Bertsekas 43 0 0 24 May 2024
STT: Stateful Tracking with Transformers for Autonomous Driving Longlong Jing Ruichi Yu Xu Chen Zhen‐Nan Zhao Shiwei Sheng ... Zijian Guo Yin Zhou Mingxing Tan W. Yang Congcong Li 32 0 0 30 Apr 2024
SPAMming Labels: Efficient Annotations for the Trackers of Tomorrow Orcun Cetintas Tim Meinhardt Guillem Brasó Laura Leal-Taixé 30 0 0 17 Apr 2024
DepthMOT: Depth Cues Lead to a Strong Multi-Object Tracker Jiapeng Wu Yichen Liu 39 2 0 08 Apr 2024
Self-Supervised Multi-Object Tracking with Path Consistency Zijia Lu Bing Shuai Yanbei Chen Zhenlin Xu Davide Modolo VOT 47 10 0 08 Apr 2024
Representation Alignment Contrastive Regularization for Multi-Object Tracking Zhonglin Liu Shujie Chen Jianfeng Dong Xun Wang Di Zhou VOT 35 1 0 03 Apr 2024
Streaming Dense Video Captioning Xingyi Zhou Anurag Arnab Shyamal Buch Shen Yan Austin Myers Xuehan Xiong Arsha Nagrani Cordelia Schmid VLM 44 33 0 01 Apr 2024
MTMMC: A Large-Scale Real-World Multi-Modal Camera Tracking Benchmark Sanghyun Woo Kwanyong Park Inkyu Shin Myungchul Kim In So Kweon 39 0 0 29 Mar 2024
Multiple Object Tracking as ID Prediction Ruopeng Gao Yijun Zhang Limin Wang 55 12 0 25 Mar 2024
Lifting Multi-View Detection and Tracking to the Bird's Eye View Torben Teepe Philipp Wolters Johannes Gilg Fabian Herzog Gerhard Rigoll 54 7 0 19 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
Mondrian: On-Device High-Performance Video Analytics with Compressive Packed Inference Changmin Jeon Seonjun Kim Juheon Yi Youngki Lee 49 1 0 12 Mar 2024
Delving into the Trajectory Long-tail Distribution for Muti-object Tracking Sijia Chen En Yu Jinyang Li Wenbing Tao DiffM 35 12 0 07 Mar 2024
DeconfuseTrack:Dealing with Confusion for Multi-Object Tracking Cheng Huang Shoudong Han Mengyu He Wenbo Zheng Yuhao Wei VOT 40 4 0 05 Mar 2024
MapTrack: Tracking in the Map Fei Wang Ruohui Zhang Chenglin Chen Min Yang Yun Bai VOT 37 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 32 3 0 20 Feb 2024
Beyond Kalman Filters: Deep Learning-Based Filters for Improved Object Tracking Momir Adzemovic Predrag Tadić Andrija Petrović Mladen Nikolic 37 4 0 15 Feb 2024
GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching Haibin He Maoyuan Ye Jing Zhang Juhua Liu Dacheng Tao VLM 49 3 0 13 Jan 2024
GloTSFormer: Global Video Text Spotting Transformer Hang Wang Yanjie Wang Yang Li Can Huang 37 0 0 08 Jan 2024
Learning Online Policies for Person Tracking in Multi-View Environments Keivan Nalaie Rong Zheng 26 1 0 26 Dec 2023
iKUN: Speak to Trackers without Retraining Yunhao Du Cheng Lei Zhaohui Hou Zhicheng Zhao VOT 39 12 0 25 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 27 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 29 1 0 18 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
BACTrack: Building Appearance Collection for Aerial Tracking Xincong Liu Tingfa Xu Ying Wang Zhinong Yu Xiaoying Yuan Haolin Qin Jianan Li 49 6 0 11 Dec 2023
You Only Learn One Query: Learning Unified Human Query for Single-Stage Multi-Person Multi-Task Human-Centric Perception Sheng Jin Shuhuai Li Tong Li Wentao Liu Chao Qian Ping Luo 29 5 0 09 Dec 2023
Adaptive Confidence Threshold for ByteTrack in Multi-Object Tracking L. Ma M. Hussain JongHyun Park Jeongbae Kim Moongu Jeon 27 2 0 04 Dec 2023
Single-Shot and Multi-Shot Feature Learning for Multi-Object Tracking Yizhe Li Sanping Zhou Zheng Qin Le Wang Jinjun Wang Nanning Zheng 39 1 0 17 Nov 2023
Contrastive Learning for Multi-Object Tracking with Transformers Pierre-François De Plaen Nicola Marinello Marc Proesmans Tinne Tuytelaars Luc Van Gool VOT 36 6 0 14 Nov 2023
Social Motion Prediction with Cognitive Hierarchies Wentao Zhu Jason Qin Yuke Lou Hang Ye Xiaoxuan Ma Hai Ci Yizhou Wang 34 9 0 08 Nov 2023
Multiple Object Tracking based on Occlusion-Aware Embedding Consistency Learning Yaoqi Hu Axi Niu Yu Zhu Qingsen Yan Jinqiu Sun Yanning Zhang 36 1 0 05 Nov 2023
CenterRadarNet: Joint 3D Object Detection and Tracking Framework using 4D FMCW Radar Jen-Hao Cheng Sheng-Yao Kuan Hugo Latapie Gaowen Liu Lei Li 3DPC 31 5 0 02 Nov 2023
MEDAVET: Traffic Vehicle Anomaly Detection Mechanism based on spatial and temporal structures in vehicle traffic A. R. H. Reyna A. J. F. Farfán G. P. R. Filho Sandra Sampaio Robson de Grande Luis Hideo L. H. V. Nakamura Rodolfo Ipolito Meneguette 14 4 0 28 Oct 2023
EarlyBird: Early-Fusion for Multi-View Tracking in the Bird's Eye View Torben Teepe Philipp Wolters Johannes Gilg Fabian Herzog Gerhard Rigoll 36 13 0 20 Oct 2023
Extended target tracking utilizing machine-learning software -- with applications to animal classification Magnus Malmström Anton Kullberg Isaac Skog Daniel Axehill Fredrik K. Gustafsson 41 1 0 12 Oct 2023
SpikeMOT: Event-based Multi-Object Tracking with Sparse Motion Features Song Wang Zhu Wang Can Li Xiaojuan Qi Hayden Kwok-Hay So 33 0 0 29 Sep 2023
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
OccluTrack: Rethinking Awareness of Occlusion for Enhancing Multiple Pedestrian Tracking Jianjun Gao Yi Wang Kim-Hui Yap Kratika Garg Bo Han 84 1 0 19 Sep 2023
RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud Zhijun Pan Fangqiang Ding Hantao Zhong Chris Xiaoxuan Lu 26 18 0 18 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 42 6 0 09 Sep 2023
FishMOT: A Simple and Effective Method for Fish Tracking Based on IoU Matching Shuo Liu Lulu Han Xiaoyang Liu Junli Ren Fang Wang Ying Liu Yuanshan Lin VOT 16 4 0 06 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