UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking

13 November 2015

Zhen Lei

Ming-Hsuan Yang

Papers citing "UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking"

50 / 104 papers shown

Title
A Robust Deep Networks based Multi-Object MultiCamera Tracking System for City Scale Traffic Muhammad Imran Zaman Usama Ijaz Bajwa Gulshan Saleem Rana Hammad Raza VOT 51 7 0 01 May 2025
Context in object detection: a systematic literature review Mahtab Jamali Paul Davidsson Reza Khoshkangini Martin Georg Ljungqvist Radu-Casian Mihailescu ObjD 41 0 0 29 Mar 2025
Just Functioning as a Hook for Two-Stage Referring Multi-Object Tracking Weize Li Yunhao Du Qixiang Yin Zhicheng Zhao Fei Su Daqi Liu 64 0 0 10 Mar 2025
Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic Survey Wei Zhou Lei Zhao Runyu Zhang Yifan Cui Hongpu Huang Kun Qie Chen Wang AI4TS 73 0 0 30 Nov 2024
Open-Vocabulary Object Detection via Language Hierarchy Jiaxing Huang Jingyi Zhang Kai Jiang Shijian Lu ObjD VLM 31 1 0 27 Oct 2024
VFM-Det: Towards High-Performance Vehicle Detection via Large Foundation Models Wentao Wu Fanghua Hong Xiao Wang Chenglong Li Jin Tang VLM 56 1 0 23 Aug 2024
Object-Attribute-Relation Representation Based Video Semantic Communication Qiyuan Du Yiping Duan Qianqian Yang Xiaoming Tao Mérouane Debbah 56 2 0 15 Jun 2024
TeamTrack: A Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos Atom Scott Ikuma Uchida Ning Ding Rikuhei Umemoto Rory Bunker Ren Kobayashi Takeshi Koyama Masaki Onishi Yoshinari Kameda Keisuke Fujii 30 5 0 22 Apr 2024
Simple In-place Data Augmentation for Surveillance Object Detection Munkh-Erdene Otgonbold Ganzorig Batnasan Munkhjargal Gochoo 34 0 0 17 Apr 2024
Enhancing Multiple Object Tracking Accuracy via Quantum Annealing Yasuyuki Ihara VOT 37 0 0 27 Mar 2024
Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments Yang Yang Wenhai Wang Zhe Chen Jifeng Dai Liang Zheng 41 2 0 20 Mar 2024
Enhancing Embodied Object Detection through Language-Image Pre-training and Implicit Object Memory N. H. Chapman Feras Dayoub Will N. Browne Chris Lehnert ObjD VLM LM&Ro 23 1 0 06 Feb 2024
A Survey on Autonomous Driving Datasets: Statistics, Annotation Quality, and a Future Outlook Mingyu Liu Ekim Yurtsever Jonathan Fossaert Xingcheng Zhou Walter Zimmer Yuning Cui B. L. Žagar Alois C. Knoll 50 36 0 02 Jan 2024
Towards Improving Robustness Against Common Corruptions in Object Detectors Using Adversarial Contrastive Learning Shashank Kotyan Danilo Vasconcellos Vargas AAML 15 0 0 14 Nov 2023
CML-MOTS: Collaborative Multi-task Learning for Multi-Object Tracking and Segmentation Yiming Cui Cheng Han Dongfang Liu VOT 36 16 0 02 Nov 2023
Deep MDP: A Modular Framework for Multi-Object Tracking Abhineet Singh VOT 20 0 0 22 Oct 2023
FARSEC: A Reproducible Framework for Automatic Real-Time Vehicle Speed Estimation Using Traffic Cameras Lucas Liebe Franz Sauerwald Sylwester Sawicki M. Schneider Leo Schuhmann Tolga Buz Paul Boes Ahmad Ahmadov Gerard de Melo 22 1 0 25 Sep 2023
VisionKG: Unleashing the Power of Visual Datasets via Knowledge Graph Jicheng Yuan Anh Le-Tuan Manh Nguyen-Duc T. Tran M. Hauswirth Danh Le-Phuoc 27 4 0 24 Sep 2023
Double Domain Guided Real-Time Low-Light Image Enhancement for Ultra-High-Definition Transportation Surveillance Jingxiang Qu R. W. Liu Yuan Gao Yu Guo Fenghua Zhu Fei-Yue Wang 35 18 0 15 Sep 2023
So you think you can track? Derek Gloudemans Gergely Zachár Yanbing Wang Junyi Ji M. Nice ... B. Piccoli M. D. Monache Alexandre M. Bayen Benjamin Seibold D. Work VOT 25 18 0 13 Sep 2023
The Interstate-24 3D Dataset: a new benchmark for 3D multi-camera vehicle tracking Derek Gloudemans Yanbing Wang Gracie Gumm William Barbour D. Work 3DV 3DPC 20 15 0 28 Aug 2023
EdgeMA: Model Adaptation System for Real-Time Video Analytics on Edge Devices Liang Wang Nan Zhang Xiaoyang Qu Jianzong Wang Ji-guang Wan Guokuan Li Kaiyu Hu Guilin Jiang Jing Xiao 8 2 0 17 Aug 2023
Recent Advancements in End-to-End Autonomous Driving using Deep Learning: A Survey Pranav Singh Chib Pravendra Singh 19 108 0 10 Jul 2023
Shoggoth: Towards Efficient Edge-Cloud Collaborative Real-Time Video Inference via Adaptive Online Learning Liang Wang Kai Lu Nan Zhang Xiaoyang Qu Jianzong Wang Ji-guang Wan Guokuan Li Jing Xiao 18 11 0 27 Jun 2023
MotionTrack: Learning Motion Predictor for Multiple Object Tracking Changcheng Xiao Qiong Cao Yujie Zhong L. Lan Xiang Zhang Zhigang Luo Dacheng Tao VOT 26 20 0 05 Jun 2023
Z-GMOT: Zero-shot Generic Multiple Object Tracking Kim Hoang Tran Anh Duy Le Dinh Tien-Phat Nguyen Thinh Phan Pha Nguyen Khoa Luu Don Adjeroh Gianfranco Doretto Ngan Hoang Le VOT 33 5 0 28 May 2023
FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval system Runwei Guan Ka Lok Man Feifan Chen Shanliang Yao Rongsheng Hu Xiaohui Zhu Jeremy S. Smith Eng Gee Lim Yutao Yue 21 15 0 21 Apr 2023
Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior Jiaqi Xu Xiaowei Hu Lei Zhu Qi Dou Jifeng Dai Yu Qiao Pheng-Ann Heng 13 25 0 17 Mar 2023
A POV-based Highway Vehicle Trajectory Dataset and Prediction Architecture Vinit Katariya Ghazal Alinezhad Noghre Armin Danesh Pazho Hamed Tabkhi AI4TS 26 4 0 10 Mar 2023
NU-AIR -- A Neuromorphic Urban Aerial Dataset for Detection and Localization of Pedestrians and Vehicles Craig Iaboni Thomas Kelly Pramod Abichandani 16 2 0 18 Feb 2023
A principled distributional approach to trajectory similarity measurement Yufan Wang Kai Ming Ting Yuanyi Shang 14 0 0 01 Jan 2023
Edge Video Analytics: A Survey on Applications, Systems and Enabling Techniques Renjie Xu S. Razavi Rong Zheng 38 15 0 28 Nov 2022
A Tri-Layer Plugin to Improve Occluded Detection Guanqi Zhan Weidi Xie Andrew Zisserman 24 20 0 18 Oct 2022
Quo Vadis: Is Trajectory Forecasting the Key Towards Long-Term Multi-Object Tracking? Patrick Dendorfer V. Yugay Aljosa Osep Laura Leal-Taixé 72 40 0 14 Oct 2022
Transformer-based assignment decision network for multiple object tracking Athena Psalta Vasileios Tsironis K. Karantzalos VOT 68 9 0 06 Aug 2022
Efficient High-Resolution Deep Learning: A Survey Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis MedIm 16 18 0 26 Jul 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting Justin Kay Peter Kulits Suzanne Stathatos Siqi Deng Erik Young Sara Beery Grant Van Horn Pietro Perona 21 26 0 19 Jul 2022
Turbo: Opportunistic Enhancement for Edge Video Analytics Yan Lu Shiqi Jiang Ting Cao Yuanchao Shu 34 30 0 29 Jun 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Mingli Song Jenq-Neng Hwang VOT 56 15 0 22 May 2022
AnimalTrack: A Benchmark for Multi-Animal Tracking in the Wild Libo Zhang Junyuan Gao Zhen Xiao Heng Fan VOT 14 32 0 30 Apr 2022
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos A. Cioppa Silvio Giancola A. Deliège Le Kang Xin Zhou Zhiyu Cheng Bernard Ghanem Marc Van Droogenbroeck 28 75 0 14 Apr 2022
SALISA: Saliency-based Input Sampling for Efficient Video Object Detection B. Bejnordi A. Habibian Fatih Porikli Amir Ghodrati 40 12 0 05 Apr 2022
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review Abolfazl Razi Xiwen Chen Huayu Li Hao Wang Brendan J. Russo Yan Chen Hongbin Yu 27 39 0 07 Mar 2022
STURE: Spatial-Temporal Mutual Representation Learning for Robust Data Association in Online Multi-Object Tracking Haidong Wang Zhiyong Li Yaping Li Ke Nai Ming Wen VOT 23 7 0 18 Jan 2022
Reliable Multi-Object Tracking in the Presence of Unreliable Detections Travis Mandel Mark Jimenez Emily Risley Taishi Nammoto Rebekka Williams Max Panoff Meynard Ballesteros Bobbie Suarez VOT 17 2 0 15 Dec 2021
Two-stage Rule-induction Visual Reasoning on RPMs with an Application to Video Prediction Wentao He Jianfeng Ren Ruibin Bai Xudong Jiang LRM 21 5 0 24 Nov 2021
DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception Yiming Cui Zhiwen Cao Yixin Xie Xingyu Jiang Feng Tao Yingjie Chen Lin Li Dongfang Liu 8 24 0 15 Oct 2021
UrbanNet: Leveraging Urban Maps for Long Range 3D Object Detection Juan Carrillo Steven Waslander 3DPC 23 11 0 11 Oct 2021
Vehicle Detection and Tracking From Surveillance Cameras in Urban Scenes Oumayma Messoussi F. Magalhães Francois Lamarre Francis Perreault Ibrahima Sogoba Guillaume-Alexandre Bilodeau Gabriela Nicolescu VOT 24 6 0 25 Sep 2021
Traffic-Net: 3D Traffic Monitoring Using a Single Camera Mahdi Rezaei Mohsen Azarmi Farzam Mohammad Pour Mir 33 19 0 19 Sep 2021