The Impact of Frame-Dropping on Performance and Energy Consumption for
Multi-Object Tracking

v1v2 (latest)

The Impact of Frame-Dropping on Performance and Energy Consumption for Multi-Object Tracking

17 April 2023

Klaus C. J. Dietmayer

ArXiv (abs)PDF HTML

Papers citing "The Impact of Frame-Dropping on Performance and Energy Consumption for Multi-Object Tracking"

12 / 12 papers shown

Title
Towards Frame Rate Agnostic Multi-Object Tracking Weitao Feng Lei Bai Yongqiang Yao F. Yu Wanli Ouyang VOT 87 10 0 23 Sep 2022
Identification of Threat Regions From a Dynamic Occupancy Grid Map for Situation-Aware Environment Perception M. Henning Jan Strohbeck M. Buchholz Klaus C. J. Dietmayer 115 2 0 05 Jul 2022
Situation-Aware Environment Perception for Decentralized Automation Architectures M. Henning M. Buchholz Klaus C. J. Dietmayer 53 4 0 05 Jul 2022
Situation-Aware Environment Perception Using a Multi-Layer Attention Map M. Henning Johannes Müller Fabian Gies M. Buchholz Klaus C. J. Dietmayer 57 22 0 02 Dec 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 208 697 0 24 Jan 2021
HOTA: A Higher Order Metric for Evaluating Multi-Object Tracking Jonathon Luiten Aljosa Osep Patrick Dendorfer Philip Torr Andreas Geiger Laura Leal-Taixe Bastian Leibe VOT 82 913 0 16 Sep 2020
MOT20: A benchmark for multi object tracking in crowded scenes Patrick Dendorfer Hamid Rezatofighi Anton Milan Javen Qinfeng Shi Daniel Cremers Ian Reid Stefan Roth Konrad Schindler Laura Leal-Taixé VOT 238 651 0 19 Mar 2020
PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection Shaoshuai Shi Chaoxu Guo Li Jiang Zhe Wang Jianping Shi Xiaogang Wang Hongsheng Li 3DPC 98 1,777 0 31 Dec 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 298 5,739 0 26 Mar 2019
PointPillars: Fast Encoders for Object Detection from Point Clouds Alex H. Lang Sourabh Vora Holger Caesar Lubing Zhou Jiong Yang Oscar Beijbom 3DPC 75 3,447 0 14 Dec 2018
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 180 2,410 0 11 Dec 2018
MOT16: A Benchmark for Multi-Object Tracking Anton Milan Laura Leal-Taixe Ian Reid Stefan Roth Konrad Schindler VOT 144 1,803 0 02 Mar 2016