TrackMPNN: A Message Passing Graph Neural Architecture for Multi-Object
Tracking

TrackMPNN: A Message Passing Graph Neural Architecture for Multi-Object Tracking

11 January 2021

Pranav Maheshwari

Siddhesh Mhatre

Mohan M. Trivedi

Papers citing "TrackMPNN: A Message Passing Graph Neural Architecture for Multi-Object Tracking"

11 / 11 papers shown

Title
Neural Enhanced Belief Propagation for Multiobject Tracking Mingchao Liang Florian Meyer VOT 33 25 0 16 Dec 2022
TripletTrack: 3D Object Tracking using Triplet Embeddings and LSTM Nicola Marinello Marc Proesmans Luc Van Gool 3DPC 107 49 0 28 Oct 2022
Tracking Objects as Pixel-wise Distributions Zelin Zhao Ze Wu Yueqing Zhuang Boxun Li Jiaya Jia VOT 31 54 0 12 Jul 2022
MeMOT: Multi-Object Tracking with Memory Jiarui Cai Mingze Xu Wei Li Yuanjun Xiong Wei Xia Z. Tu Stefano Soatto VOT 31 148 0 31 Mar 2022
Graph Neural Networks in IoT: A Survey Guimin Dong Mingyue Tang Zhiyuan Wang Jiechao Gao Sikun Guo Lihua Cai Robert Gutierrez Brad Campbell Laura E. Barnes M. Boukhechba GNN AI4CE 40 96 0 29 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
Neural Enhanced Belief Propagation for Data Association in Multiobject Tracking Mingchao Liang Florian Meyer VOT 17 14 0 17 Mar 2022
TransCenter: Transformers with Dense Representations for Multiple-Object Tracking Yihong Xu Yutong Ban Guillaume Delorme Chuang Gan Daniela Rus Xavier Alameda-Pineda VOT 25 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
Trajectory Forecasts in Unknown Environments Conditioned on Grid-Based Plans Nachiket Deo Mohan M. Trivedi 24 148 0 03 Jan 2020
Spatially-Aware Graph Neural Networks for Relational Behavior Forecasting from Sensor Data Sergio Casas Cole Gulino Renjie Liao R. Urtasun AI4CE 174 211 0 18 Oct 2019