Multiple-Kernel Based Vehicle Tracking Using 3D Deformable Model and Camera Self-Calibration

Zheng Tang, Gaoang Wang, Tao Liu, Younggun Lee, Adwin Jahn · arXiv.org · 2017

Summary

A model-based vehicle localization method, which builds a kernel at each patch of the 3D deformable vehicle model and associates them with constraints in 3D space and outperforms both state-of-the-art of tracking by segmentation and tracking by detection.

Type: preprint
Published: 2017-08-22
Cited by: 23
References: 23
Access: Open access
DOI: https://doi.org/10.48550/arxiv.1708.06831
arXiv: https://arxiv.org/abs/1708.06831
OpenAlex: https://openalex.org/W2748159532
Semantic Scholar: https://api.semanticscholar.org/CorpusID:90888

Keywords

Calibration, Kernel (algebra), Computer vision, Tracking (education), Artificial intelligence

References

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Multiple-kernel based vehicle tracking using 3-D deformable model and license plate self-similarityKuan-Hui Lee, Yongjin Lee, Jenq–Neng Hwang — 2013
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Vehicle Tracking and Speed Estimation from Traffic VideosShuai Hua, Manika Kapoor, David C. Anastasiu — 2018
Constrained Multi Camera Calibration for Lane Merge ObservationKai Cordes, Hellward Broszio — 2019
Multi-camera vehicle tracking and re-identification based on visual and spatial-temporal featuresXiao Tan, Zhigang Wang, Minyue Jiang — 2019
Vehicle Speed Measurement Based on Binocular Stereovision SystemLei Yang, Menglong Li, Xiaowei Song — 2019
PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic DataZheng Tang, Milind Naphade, Stan Birchfield — 2019
Accuracy Evaluation of Camera-based Vehicle LocalizationKai Cordes, N. Nolte, Nikolaus Meine — 2019
Video traffic estimation algorithmE O Soroka, A V Obedin, M V Karaseva — 2020
The 4th AI City ChallengeMilind Naphade, Shuo Wang, David C. Anastasiu — 2020
ACCURATE VEHICLE SPEED ESTIMATION FROM MONOCULAR CAMERA FOOTAGEDaniel Bell, Wen Xiao, Philip James — 2020
Native Vehicles Classification on Bangladeshi Roads Using CNN with Transfer LearningShaira Tabassum, Md. Sabbir Ullah, Nakib Hossain Al-nur — 2020
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Multiple-Kernel Based Vehicle Tracking Using 3D Deformable Model and Camera Self-Calibration

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