StreamMOTP: Streaming and Unified Framework for Joint 3D Multi-Object
Tracking and Trajectory Prediction

StreamMOTP: Streaming and Unified Framework for Joint 3D Multi-Object Tracking and Trajectory Prediction

28 June 2024

Ziyao Xu

Chi Zhang

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Papers citing "StreamMOTP: Streaming and Unified Framework for Joint 3D Multi-Object Tracking and Trajectory Prediction"

19 / 19 papers shown

Title
SmartRefine: A Scenario-Adaptive Refinement Framework for Efficient Motion Prediction Yang Zhou Hao Shao Letian Wang Steven L. Waslander Hongsheng Li Yu Liu 70 16 0 18 Mar 2024
Motion Transformer with Global Intention Localization and Local Movement Refinement Shaoshuai Shi Li Jiang Dengxin Dai Bernt Schiele 94 239 0 27 Sep 2022
CAMO-MOT: Combined Appearance-Motion Optimization for 3D Multi-Object Tracking with Camera-LiDAR Fusion Li-e Wang Wei Wei Wenyuan Qin Xiaoyu Li Lei Yang Zhiwei Li Lei Zhu Hong Wang Jun Li Hua Liu 3DPC VOT 50 72 0 06 Sep 2022
Wayformer: Motion Forecasting via Simple & Efficient Attention Networks Nigamaa Nayakanti Rami Al-Rfou Aurick Zhou Kratarth Goel Khaled S. Refaat Benjamin Sapp AI4TS 118 256 0 12 Jul 2022
TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers Xuyang Bai Zeyu Hu Xinge Zhu Qingqiu Huang Yilun Chen Hongbo Fu Chiew-Lan Tai ViT 3DPC 90 605 0 22 Mar 2022
MultiPath++: Efficient Information Fusion and Trajectory Aggregation for Behavior Prediction Balakrishnan Varadarajan Ahmed S. Hefny A. Srivastava Khaled S. Refaat Nigamaa Nayakanti ... K. Chen B. Douillard C. Lam Drago Anguelov Benjamin Sapp 122 317 0 29 Nov 2021
Center-based 3D Object Detection and Tracking Tianwei Yin Xingyi Zhou Philipp Krahenbuhl 3DPC 100 1,615 0 19 Jun 2020
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
VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation Jiyang Gao Chen Sun Hang Zhao Yi Shen Dragomir Anguelov Congcong Li Cordelia Schmid 126 814 0 08 May 2020
FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking Yifu Zhang Chunyu Wang Xinggang Wang Wenjun Zeng Wenyu Liu VOT 104 1,345 0 04 Apr 2020
Forecasting Trajectory and Behavior of Road-Agents Using Spectral Clustering in Graph-LSTMs Rohan Chandra Tianrui Guan Srujan Panuganti Trisha Mittal Uttaran Bhattacharya Aniket Bera Tianyi Zhou AI4TS 115 152 0 02 Dec 2019
SuperGlue: Learning Feature Matching with Graph Neural Networks Paul-Edouard Sarlin Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC OffRL 124 1,947 0 26 Nov 2019
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 310 877 0 27 Sep 2019
Robust Multi-Modality Multi-Object Tracking Wenwei Zhang Hui Zhou Shuyang Sun Zhe Wang Jianping Shi Chen Change Loy VOT 59 194 0 09 Sep 2019
Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection Benjin Zhu Zhengkai Jiang Xiangxin Zhou Zeming Li Gang Yu 3DPC 211 496 0 26 Aug 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 301 5,770 0 26 Mar 2019
Tracking without bells and whistles Philipp Bergmann Tim Meinhardt Laura Leal-Taixe VOT 118 911 0 13 Mar 2019
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 400 3,542 0 21 Mar 2017
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks Samy Bengio Oriol Vinyals Navdeep Jaitly Noam M. Shazeer 152 2,034 0 09 Jun 2015