Multiple Object Tracking in Deep Learning Approaches: A Survey

Multiple objects tracking in the UAV system based on hierarchical deep high-resolution network

(2021) Wei Huang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Adaptive Channel Selection for Robust Visual Object Tracking with Discriminative Correlation Filters

(2021) Tianyang Xu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep learning in multi-object detection and tracking: state of the art

(2021) Sankar K. Pal et al.   APPLIED INTELLIGENCE

Relation3DMOT: Exploiting Deep Affinity for 3D Multi-Object Tracking from View Aggregation

(2021) Can Chen et al.   SENSORS

A Two-Stage Data Association Approach for 3D Multi-Object Tracking

(2021) Minh-Quan Dao et al.   SENSORS

OSDDY: embedded system-based object surveillance detection system with small drone using deep YOLO

(2021) Kaliappan Madasamy et al.   EURASIP Journal on Image and Video Processing

MS-Faster R-CNN: Multi-Stream Backbone for Improved Faster R-CNN Object Detection and Aerial Tracking from UAV Images

(2021) Danilo Avola et al.   Remote Sensing

Multiple Pedestrians and Vehicles Tracking in Aerial Imagery Using a Convolutional Neural Network

(2021) Seyed Majid Azimi et al.   Remote Sensing

A New Real-Time Detection and Tracking Method in Videos for Small Target Traffic Signs

(2021) Shaojian Song et al.   Applied Sciences-Basel

A Robust Quadruplet and Faster Region-Based CNN for UAV Video-Based Multiple Object Tracking in Crowded Environment

(2021) Happiness Ugochi Dike et al.   Electronics

DiTNet: End-to-End 3D Object Detection and Track ID Assignment in Spatio-Temporal World

(2021) Sukai Wang et al.   IEEE Robotics and Automation Letters

Fast and robust interactive image segmentation in bilateral space with reliable color modeling and higher order potential

(2021) Yan Gui et al.   JOURNAL OF ELECTRONIC IMAGING

Robust Korean License Plate Recognition Based on Deep Neural Networks

(2021) Hanxiang Wang et al.   SENSORS

Deep-Learning-Enhanced Multitarget Detection for End–Edge–Cloud Surveillance in Smart IoT

(2021) Xiaokang Zhou et al.   IEEE Internet of Things Journal

PTP: Parallelized Tracking and Prediction With Graph Neural Networks and Diversity Sampling

(2021) Xinshuo Weng et al.   IEEE Robotics and Automation Letters

Deep learning-based sewer defect classification for highly imbalanced dataset

(2021) L. Minh Dang et al.   COMPUTERS & INDUSTRIAL ENGINEERING

3D Multi-Object Tracking in Point Clouds Based on Prediction Confidence-Guided Data Association

(2021) Hai Wu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Deep Learning for Real-Time 3D Multi-Object Detection, Localisation, and Tracking: Application to Smart Mobility

(2020) Antoine Mauri et al.   SENSORS

Fast and Robust Object Tracking Using Tracking Failure Detection in Kernelized Correlation Filter

(2020) Jungsup Shin et al.   Applied Sciences-Basel

UA-DETRAC: A new benchmark and protocol for multi-object detection and tracking

(2020) Longyin Wen et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Visual Tracking via Deep Feature Fusion and Correlation Filters

(2020) Haoran Xia et al.   SENSORS

Online Multiple Pedestrians Tracking using Deep Temporal Appearance Matching Association

(2020) Young-Chul Yoon et al.   INFORMATION SCIENCES

Unsupervised Deep Representation Learning for Real-Time Tracking

(2020) Ning Wang et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

HROM: Learning High-Resolution Representation and Object-Aware Masks for Visual Object Tracking

(2020) Dawei Zhang et al.   SENSORS

Visual object tracking based on residual network and cascaded correlation filters

(2020) Jianming Zhang et al.   Journal of Ambient Intelligence and Humanized Computing

Deep Learning of Appearance Affinity for Multi-Object Tracking and Re-Identification: A Comparative View

(2020) María J. Gómez-Silva et al.   Electronics

Sensor-based and vision-based human activity recognition: A comprehensive survey

(2020) L. Minh Dang et al.   PATTERN RECOGNITION

Multiple object tracking: A literature review

(2020) Wenhan Luo et al.   ARTIFICIAL INTELLIGENCE

Fine-grained Vehicle Classification Technology Based on Fusion of Multi-convolutional Neural Networks

(2019) Wei Zhu et al.   SENSORS AND MATERIALS

Deep Learning-Based Real-Time Multiple-Object Detection and Tracking from Aerial Imagery via a Flying Robot with GPU-Based Embedded Devices

(2019) Hossain et al.   SENSORS

A Survey on Internet of Things and Cloud Computing for Healthcare

(2019) L. Minh Dang et al.   Electronics

Deep learning in video multi-object tracking: A survey

(2019) Gioele Ciaparrone et al.   NEUROCOMPUTING

A Robust Real-Time Detecting and Tracking Framework for Multiple Kinds of Unmarked Object

(2019) Xiaodong Lv et al.   SENSORS

Generic Tracking and Probabilistic Prediction Framework and Its Application in Autonomous Driving

(2019) Jiachen Li et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Poisson multi-Bernoulli mixture filter: direct derivation and implementation

(2018) Angel F. Garcia-Fernandez et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

On Detection, Data Association and Segmentation for Multi-target Tracking

(2018) Yicong Tian et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Confidence-Based Data Association and Discriminative Deep Appearance Learning for Robust Online Multi-Object Tracking

(2018) Seung-Hwan Bae et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multi-Object Tracking with Correlation Filter for Autonomous Vehicle

(2018) Dawei Zhao et al.   SENSORS

Online CNN-based multiple object tracking with enhanced model updates and identity association

(2018) Weihao Gan et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Data Fusion-Based Multi-Object Tracking for Unconstrained Visual Sensor Networks

(2018) Xiaoyan Jiang et al.   IEEE Access

Multi-appearance segmentation and extended 0-1 programming for dense small object tracking

(2018) Longtao Chen et al.   PLoS One

Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering

(2018) Margret Keuper et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Online multi-object tracking with efficient track drift and fragmentation handling

(2017) Jaeyong Ju et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION

Learning Spatio-Temporal Information for Multi-Object Tracking

(2017) Jian Wei et al.   IEEE Access

Marginal multi-bernoulli filters: RFS derivation of MHT, JIPDA, and association-based member

(2015) Jason L. Williams   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

(2009) David Moher et al.   PLOS MEDICINE