FANTrack: 3D Multi-Object Tracking with Feature Association Network

FANTrack: 3D Multi-Object Tracking with Feature Association Network

7 May 2019

Venkat Balasubramanian

Prarthana Bhattacharyya

Krzysztof Czarnecki

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Papers citing "FANTrack: 3D Multi-Object Tracking with Feature Association Network"

15 / 15 papers shown

Title
GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking with Multi-Feature Learning Xinshuo Weng Yongxin Wang Yunze Man Kris Kitani 3DPC VOT 83 218 0 12 Jun 2020
Precise Synthetic Image and LiDAR (PreSIL) Dataset for Autonomous Vehicle Perception Braden Hurl Krzysztof Czarnecki Steven Waslander 3DPC 3DV 63 104 0 01 May 2019
End-to-end Learning of Multi-sensor 3D Tracking by Detection Davi Frossard R. Urtasun 3DPC 49 122 0 29 Jun 2018
Mono-Camera 3D Multi-Object Tracking Using Deep Learning Detections and PMBM Filtering Samuel Scheidegger Joachim Benjaminsson Emil Rosenberg A. Krishnan Karl Granström 3DPC 86 151 0 27 Feb 2018
Beyond Pixels: Leveraging Geometry and Shape Cues for Online Multi-Object Tracking Sarthak Sharma J. Ansari Krishna Murthy Jatavallabhula K. M. Krishna VOT 62 169 0 26 Feb 2018
Joint 3D Proposal Generation and Object Detection from View Aggregation Jason Ku Melissa Mozifian Jungwook Lee Ali Harakeh Steven Waslander 3DPC 86 1,399 0 06 Dec 2017
Effective Use of Dilated Convolutions for Segmenting Small Object Instances in Remote Sensing Imagery Ryuhei Hamaguchi A. Fujita Keisuke Nemoto T. Imaizumi S. Hikosaka 103 219 0 01 Sep 2017
Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies Amir Sadeghian Alexandre Alahi Silvio Savarese VOT 77 530 0 08 Jan 2017
Learning by tracking: Siamese CNN for robust target association Laura Leal-Taixé Cristian Canton Ferrer Konrad Schindler 53 427 0 26 Apr 2016
Online Multi-Target Tracking Using Recurrent Neural Networks Anton Milan S. Hamid Rezatofighi A. Dick Ian Reid Konrad Schindler VOT 76 515 0 13 Apr 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 271 8,453 0 23 Nov 2015
Near-Online Multi-target Tracking with Aggregated Local Flow Descriptor Wongun Choi VOT 82 411 0 09 Apr 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Network In Network Min Lin Qiang Chen Shuicheng Yan 294 6,283 0 16 Dec 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 595 15,902 0 12 Nov 2013