Mono-Camera 3D Multi-Object Tracking Using Deep Learning Detections and
PMBM Filtering

Mono-Camera 3D Multi-Object Tracking Using Deep Learning Detections and PMBM Filtering

27 February 2018

Samuel Scheidegger

Joachim Benjaminsson

Karl Granström

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Papers citing "Mono-Camera 3D Multi-Object Tracking Using Deep Learning Detections and PMBM Filtering"

15 / 15 papers shown

Title
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 92 7 0 23 Oct 2023
GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking with Multi-Feature Learning Xinshuo Weng Yongxin Wang Yunze Man Kris Kitani 3DPC VOT 79 218 0 12 Jun 2020
Beyond Pixels: Leveraging Geometry and Shape Cues for Online Multi-Object Tracking Sarthak Sharma J. Ansari Krishna Murthy Jatavallabhula K. M. Krishna VOT 59 169 0 26 Feb 2018
Dilated Residual Networks Feng Yu V. Koltun Thomas Funkhouser MedIm 121 1,619 0 28 May 2017
Soft-NMS -- Improving Object Detection With One Line of Code Navaneeth Bodla Bharat Singh Rama Chellappa L. Davis ObjD 87 1,789 0 14 Apr 2017
Deep MANTA: A Coarse-to-fine Many-Task Network for joint 2D and 3D vehicle analysis from monocular image Florian Chabot Mohamed Chaouch Jaonary Rabarisoa Céline Teulière Thierry Chateau 3DPC 69 426 0 22 Mar 2017
Poisson multi-Bernoulli mixture filter: direct derivation and implementation Á. F. García-Fernández Jason L. Williams Karl Granström Lennart Svensson 49 226 0 13 Mar 2017
3D Bounding Box Estimation Using Deep Learning and Geometry Arsalan Mousavian Dragomir Anguelov John Flynn Jana Kosecka 3DPC 128 985 0 01 Dec 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 322 5,234 0 16 Sep 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 705 36,958 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 520 62,294 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 306 25,059 0 30 Apr 2015
Near-Online Multi-target Tracking with Aggregated Local Flow Descriptor Wongun Choi VOT 77 411 0 09 Apr 2015
Marginal multi-Bernoulli filters: RFS derivation of MHT, JIPDA and association-based MeMBer Jason L. Williams 117 302 0 14 Mar 2012