Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single
Object Tracking in Point Clouds

Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds

3 March 2022

Sheng-Hsien Cheng

Papers citing "Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds"

16 / 16 papers shown

Title
Robust Single Object Tracking in LiDAR Point Clouds under Adverse Weather Conditions Xiantong Zhao Xiuping Liu Shengjing Tian Yinan Han 41 0 0 13 Jan 2025
MVCTrack: Boosting 3D Point Cloud Tracking via Multimodal-Guided Virtual Cues Zhaofeng Hu Sifan Zhou Shibo Zhao Zhihang Yuan Ci-Jyun Liang 3DPC 66 1 0 03 Dec 2024
Evaluating the Robustness of LiDAR Point Cloud Tracking Against Adversarial Attack Shengjing Tian Yinan Han Xiantong Zhao Bin Liu Xiuping Liu AAML 26 0 0 28 Oct 2024
P2P: Part-to-Part Motion Cues Guide a Strong Tracking Framework for LiDAR Point Clouds Jiahao Nie Fei Xie Sifan Zhou Xueyi Zhou Dong-Kyu Chae Zhiwei He 3DPC 56 1 0 07 Jul 2024
FlowTrack: Point-level Flow Network for 3D Single Object Tracking Shuo Li Yubo Cui Zhiheng Li Zheng Fang 3DPC VOT 37 1 0 02 Jul 2024
RobMOT: Robust 3D Multi-Object Tracking by Observational Noise and State Estimation Drift Mitigation on LiDAR PointCloud Mohamed Nagy Naoufel Werghi Bilal Hassan Jorge Dias Majid Khonji VOT 73 2 0 19 May 2024
PillarTrack:Boosting Pillar Representation for Transformer-based 3D Single Object Tracking on Point Clouds Weisheng Xu Sifan Zhou Jiaqi Xiong Ziyu Zhao Zhihang Yuan 45 2 0 11 Apr 2024
Towards Category Unification of 3D Single Object Tracking on Point Clouds Jiahao Nie Zhiwei He Xudong Lv Xueyi Zhou Dong-Kyu Chae Fei Xie 3DPC 47 10 0 20 Jan 2024
M3SOT: Multi-frame, Multi-field, Multi-space 3D Single Object Tracking Jiaming Liu Yue Wu Maoguo Gong Qiguang Miao Wenping Ma Can Qin 13 7 0 11 Dec 2023
Motion-to-Matching: A Mixed Paradigm for 3D Single Object Tracking Zhiheng Li Yu Lin Yubo Cui Shuo Li Zheng Fang 29 3 0 23 Aug 2023
Object Preserving Siamese Network for Single Object Tracking on Point Clouds Kaijie Zhao Haitao Zhao Zhongze Wang Jingchao Peng Zhengwei Hu 3DPC 10 3 0 28 Jan 2023
An Efficient Semi-Automated Scheme for Infrastructure LiDAR Annotation Aotian Wu Pan He Xiao Li Ke Chen Sanjay Ranka Anand Rangarajan 24 9 0 25 Jan 2023
Emerging Threats in Deep Learning-Based Autonomous Driving: A Comprehensive Survey Huiyun Cao Wenlong Zou Yinkun Wang Ting Song Mengjun Liu AAML 54 4 0 19 Oct 2022
Towards Class-agnostic Tracking Using Feature Decorrelation in Point Clouds Shengjing Tian Jun Liu Xiuping Liu 3DPC 27 4 0 28 Feb 2022
4D-Net for Learned Multi-Modal Alignment A. Piergiovanni Vincent Casser Michael S. Ryoo A. Angelova 3DPC 96 55 0 02 Sep 2021
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,103 0 02 Dec 2016