Online Multi-Target Tracking Using Recurrent Neural Networks

13 April 2016

Konrad Schindler

Papers citing "Online Multi-Target Tracking Using Recurrent Neural Networks"

50 / 156 papers shown

Title
Accurate Tracking of Arabidopsis Root Cortex Cell Nuclei in 3D Time-Lapse Microscopy Images Based on Genetic Algorithm Yu Song Tatsuaki Goh Yinhao Li Jiahua Dong Shunsuke Miyashima Yutaro Iwamoto Yohei Kondo Keiji Nakajima Yen-Wei Chen 46 0 0 17 Apr 2025
Data-Driven Object Tracking: Integrating Modular Neural Networks into a Kalman Framework Christian Alexander Holz Christian Bader Markus Enzweiler Matthias Drüppel VOT 54 0 0 03 Apr 2025
Stone Soup Multi-Target Tracking Feature Extraction For Autonomous Search And Track In Deep Reinforcement Learning Environment Jan-Hendrik Ewers Joe Gibbs David Anderson 70 0 0 03 Mar 2025
CORT: Class-Oriented Real-time Tracking for Embedded Systems Edoardo Cittadini Alessandro De Siena Giorgio Buttazzo VOT 44 0 0 20 Jul 2024
OCTrack: Benchmarking the Open-Corpus Multi-Object Tracking Zekun Qian Ruize Han Wei Feng Junhui Hou Linqi Song Song Wang 42 1 0 19 Jul 2024
Deep Learning-Based Robust Multi-Object Tracking via Fusion of mmWave Radar and Camera Sensors Lei Cheng Arindam Sengupta Siyang Cao 51 8 0 10 Jul 2024
SSP-GNN: Learning to Track via Bilevel Optimization Griffin Golias Masa Nakura-Fan Vitaly Ablavsky VOT 43 0 0 05 Jul 2024
ETTrack: Enhanced Temporal Motion Predictor for Multi-Object Tracking Xudong Han Nobuyuki Oishi Yueying Tian Elif Ucurum R. Young C. Chatwin Philip Birch 45 3 0 24 May 2024
MAML MOT: Multiple Object Tracking based on Meta-Learning Jiayi Chen Chunhua Deng VOT 42 0 0 12 May 2024
Ego-Motion Aware Target Prediction Module for Robust Multi-Object Tracking Navid Mahdian Mohammad Jani Amir M. Soufi Enayati H. Najjaran 42 0 0 03 Apr 2024
Transformer-Based Multi-Object Smoothing with Decoupled Data Association and Smoothing Juliano Pinto Georg Hess Yuxuan Xia H. Wymeersch Lennart Svensson VOT 27 3 0 22 Dec 2023
Mixture of Dynamical Variational Autoencoders for Multi-Source Trajectory Modeling and Separation Xiaoyu Lin Laurent Girin Xavier Alameda-Pineda 24 2 0 07 Dec 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 45 7 0 23 Oct 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 32 4 0 06 Sep 2023
FOLT: Fast Multiple Object Tracking from UAV-captured Videos Based on Optical Flow Mufeng Yao Jiaqi Wang Jinlong Peng M. Chi Chao Liu VOT 22 13 0 14 Aug 2023
Deep Learning Method for Cell-Wise Object Tracking, Velocity Estimation and Projection of Sensor Data over Time Marco Braun Moritz Luszek M. Meuter Dominic Spata Kevin Kollek A. Kummert 34 1 0 08 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 32 20 0 05 Jun 2023
Milestones in Autonomous Driving and Intelligent Vehicles Part II: Perception and Planning Long Chen Siyu Teng Bai Li X. Na Yuchen Li Zixuan Li Jinjun Wang Dongpu Cao N. Zheng Fei-Yue Wang 41 42 0 03 Jun 2023
OVTrack: Open-Vocabulary Multiple Object Tracking Siyuan Li Tobias Fischer Lei Ke Henghui Ding Martin Danelljan Feng Yu DiffM 32 44 0 17 Apr 2023
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection Sanghyun Woo Kwanyong Park Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 28 6 0 20 Dec 2022
Joint Counting, Detection and Re-Identification for Multi-Object Tracking Weihong Ren Denglu Wu Hui Cao Xi’ai Chen Zhi Han Honghai Liu VOT 36 2 0 12 Dec 2022
Unifying Short and Long-Term Tracking with Graph Hierarchies Orcun Cetintas Guillem Brasó Laura Leal-Taixé VOT 30 54 0 06 Dec 2022
Sparse Message Passing Network with Feature Integration for Online Multiple Object Tracking Bisheng Wang Horst Possegger Horst Bischof Guo-xin Cao VOT 23 0 0 06 Dec 2022
Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching Space Fan Yang S. Odashima S. Masui Shan Jiang VOT 28 88 0 24 Nov 2022
Graph-Based Multi-Camera Soccer Player Tracker J. Komorowski Grzegorz Kurzejamski 35 3 0 03 Nov 2022
Strong-TransCenter: Improved Multi-Object Tracking based on Transformers with Dense Representations Amit Galor Roy Orfaig B. Bobrovsky VOT 39 6 0 24 Oct 2022
QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking Tobias Fischer Thomas E. Huang Jiangmiao Pang Linlu Qiu Haofeng Chen Trevor Darrell Feng Yu VOT 39 66 0 12 Oct 2022
Towards Frame Rate Agnostic Multi-Object Tracking Weitao Feng Lei Bai Yongqiang Yao F. Yu Wanli Ouyang VOT 45 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 43 23 0 11 Sep 2022
Tracking Every Thing in the Wild Siyuan Li Martin Danelljan Henghui Ding Thomas E. Huang Feng Yu 33 40 0 26 Jul 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 61 15 0 22 May 2022
Learning of Global Objective for Network Flow in Multi-Object Tracking Shuaiyang Li Yu Kong Hamid Rezatofighi VOT 30 20 0 30 Mar 2022
GIAOTracker: A comprehensive framework for MCMOT with global information and optimizing strategies in VisDrone 2021 Yunhao Du Jun-Jun Wan Yanyun Zhao Binyu Zhang Zhihang Tong Junhao Dong 36 99 0 24 Feb 2022
Unsupervised Multiple-Object Tracking with a Dynamical Variational Autoencoder Xiaoyu Lin Laurent Girin Xavier Alameda-Pineda 29 2 0 18 Feb 2022
Can Deep Learning be Applied to Model-Based Multi-Object Tracking? Juliano Pinto Georg Hess William Ljungbergh Yuxuan Xia H. Wymeersch Lennart Svensson VOT 26 10 0 16 Feb 2022
Scenario-Assisted Deep Reinforcement Learning Raz Yerushalmi Guy Amir Achiya Elyasaf D. Harel Guy Katz Assaf Marron OffRL 22 12 0 09 Feb 2022
Trajectory Forecasting from Detection with Uncertainty-Aware Motion Encoding Pu Zhang Lei Bai Jianru Xue Jianwu Fang Nanning Zheng Wanli Ouyang 33 8 0 03 Feb 2022
Spatial-Temporal Map Vehicle Trajectory Detection Using Dynamic Mode Decomposition and Res-UNet+ Neural Networks T. Zhang P. Jin 19 3 0 13 Jan 2022
Multi-target tracking for video surveillance using deep affinity network: a brief review Sanam Nisar Mangi 16 1 0 29 Oct 2021
Deep Learning for UAV-based Object Detection and Tracking: A Survey Chao Xu Wei Li Danfeng Hong R. Tao Yong Liu 29 181 0 25 Oct 2021
Vehicle Detection and Tracking From Surveillance Cameras in Urban Scenes Oumayma Messoussi F. Magalhães Francois Lamarre Francis Perreault Ibrahima Sogoba Guillaume-Alexandre Bilodeau Gabriela Nicolescu VOT 32 6 0 25 Sep 2021
A Pedestrian Detection and Tracking Framework for Autonomous Cars: Efficient Fusion of Camera and LiDAR Data M. Islam Abdullah Al Redwan Newaz A. Karimoddini 25 16 0 27 Aug 2021
Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation Andreu Girbau Xavier Giró-i-Nieto Ignasi Rius F. Marqués VOT 3DPC 29 15 0 21 Jun 2021
Finding a Needle in a Haystack: Tiny Flying Object Detection in 4K Videos using a Joint Detection-and-Tracking Approach Ryota Yoshihashi Rei Kawakami Shaodi You T. Trinh M. Iida T. Naemura ObjD VOT 29 3 0 18 May 2021
Split and Connect: A Universal Tracklet Booster for Multi-Object Tracking Gaoang Wang Yizhou Wang Renshu Gu Weijie Hu Lei Li VOT 41 40 0 06 May 2021
Online Multiple Object Tracking with Cross-Task Synergy Song Guo Jingya Wang Xinchao Wang Dacheng Tao VOT 30 57 0 01 Apr 2021
An Energy-Efficient Quad-Camera Visual System for Autonomous Machines on FPGA Platform Zishen Wan Yuyang Zhang A. Raychowdhury Bo Yu Haibin Ling Shaoshan Liu 18 17 0 01 Apr 2021
TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Yihong Xu Yutong Ban Guillaume Delorme Chuang Gan Daniela Rus Xavier Alameda-Pineda VOT 29 92 0 28 Mar 2021
Learning to Track with Object Permanence P. Tokmakov Jie Li Wolfram Burgard Adrien Gaidon VOT 55 201 0 26 Mar 2021
Simple online and real-time tracking with occlusion handling M. H. Nasseri H. Moradi Reshad Hosseini M. Babaee VOT 19 10 0 06 Mar 2021