Engineering an Efficient Object Tracker for Non-Linear Motion

30 June 2024

Momir Adzemovic

Papers citing "Engineering an Efficient Object Tracker for Non-Linear Motion"

28 / 28 papers shown

Title
Revolutionizing Retail Analytics: Advancing Inventory and Customer Insight with AI Ahmed Hossam Ahmed Ramadan M. Magdy Raneem Abdelwahab Salma Ashraf Zeina Mohamed 64 1 0 24 Feb 2024
Real-time Traffic Object Detection for Autonomous Driving Abdul Hannan Khan Syed Tahseen Raza Rizvi Andreas Dengel 66 7 0 31 Jan 2024
UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation Kefu Yi Kai Luo Xiaolei Luo Jiangui Huang Hao Wu Rongdong Hu Wei Hao VOT 61 49 0 14 Dec 2023
SparseTrack: Multi-Object Tracking by Performing Scene Decomposition based on Pseudo-Depth Zelin Liu Xinggang Wang Cheng Wang Wenyu Liu X. Bai VOS VOT 129 42 0 08 Jun 2023
SportsMOT: A Large Multi-Object Tracking Dataset in Multiple Sports Scenes Yutao Cui Chenkai Zeng Xiaoyu Zhao Yichun Yang Gangshan Wu Limin Wang 58 91 0 11 Apr 2023
Hard to Track Objects with Irregular Motions and Similar Appearances? Make It Easier by Buffering the Matching Space Fan Yang S. Odashima S. Masui Shan Jiang VOT 61 94 0 24 Nov 2022
BoT-SORT: Robust Associations Multi-Pedestrian Tracking Nir Aharon Roy Orfaig B. Bobrovsky VOT 109 467 0 29 Jun 2022
StrongSORT: Make DeepSORT Great Again Yunhao Du Zhicheng Zhao Yang Song Yanyun Zhao Fei Su Tao Gong Hongying Meng VOT 88 573 0 28 Feb 2022
Object Detection in Autonomous Vehicles: Status and Open Challenges Abhishek Balasubramaniam S. Pasricha 92 58 0 19 Jan 2022
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion Pei Sun Jinkun Cao Yi Jiang Zehuan Yuan S. Bai Kris Kitani Ping Luo VOT 98 248 0 29 Nov 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 165 4,105 0 18 Jul 2021
Online and Real-Time Tracking in a Surveillance Scenario Oliver Urbann O. Bredtmann M. Otten Jan-Philip Richter T. Bauer Dávid Zibriczky 69 15 0 02 Jun 2021
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 316 587 0 31 Dec 2020
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 90 922 0 16 Sep 2020
FastReID: A Pytorch Toolbox for General Instance Re-identification Lingxiao He Xingyu Liao Wu Liu Xinchen Liu Peng Cheng Tao Mei 110 315 0 04 Jun 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 132 1,350 0 04 Apr 2020
Tracking Objects as Points Xingyi Zhou V. Koltun Philipp Krahenbuhl VOT 3DPC 83 1,068 0 02 Apr 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 562 42,639 0 03 Dec 2019
Deep Learning in Video Multi-Object Tracking: A Survey Gioele Ciaparrone Francisco Luque Sánchez Siham Tabik L. Troiano R. Tagliaferri Francisco Herrera VOT 87 575 0 18 Jul 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 5,786 0 26 Mar 2019
Bag of Tricks and A Strong Baseline for Deep Person Re-identification Hao Luo Youzhi Gu Xingyu Liao Shenqi Lai Wei Jiang BDL 3DPC 161 1,178 0 17 Mar 2019
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 450 5,168 0 19 Jun 2018
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 400 3,546 0 21 Mar 2017
Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning Stefan Elfwing E. Uchibe Kenji Doya 141 1,746 0 10 Feb 2017
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 435 10,541 0 21 Jul 2016
Simple Online and Realtime Tracking Alex Bewley Zongyuan Ge Lionel Ott F. Ramos B. Upcroft VOT 86 3,106 0 02 Feb 2016
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 265 6,791 0 03 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 437 43,875 0 01 May 2014