Moongu Jeon

Orcid: 0000-0002-2775-7789

According to our database1, Moongu Jeon authored at least 190 papers between 2001 and 2024.

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Bibliography

2024
RPf-GCNs: reciprocal perspective driven fused GCNs for rumor detection on social media.
J. Big Data, December, 2024

Optimization for Low-Resource Speaker Adaptation in End-to-End Text-to-Speech.
Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

2023
Multimodal fusion for sensorimotor control in steering angle prediction.
Eng. Appl. Artif. Intell., November, 2023

Making depthwise convolution SR-friendly via kernel attention injection.
J. Vis. Commun. Image Represent., October, 2023

Label-attention transformer with geometrically coherent objects for image captioning.
Inf. Sci., April, 2023

Spectral-invariant matching network.
Inf. Fusion, 2023

Radar-Lidar Fusion for Object Detection by Designing Effective Convolution Networks.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Vehicle CAN Bus Data Prediction Using Transformers with Auxiliary Decoder Loss.
Proceedings of the IEEE International Conference on Consumer Electronics, 2023

On-device Face Authentication System for ATMs and Privacy Preservation.
Proceedings of the IEEE International Conference on Consumer Electronics, 2023

Adaptive Confidence Threshold for ByteTrack in Multi-Object Tracking.
Proceedings of the 12th International Conference on Control, 2023

Non-Parallel Voice Conversion Using Cycle-Consistent Adversarial Networks with Self-Supervised Representations.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022
Drivable Region Estimation for Self-Driving Vehicles Using Radar.
IEEE Trans. Veh. Technol., 2022

Abnormal Event Detection and Localization via Adversarial Event Prediction.
IEEE Trans. Neural Networks Learn. Syst., 2022

LDNet: End-to-End Lane Marking Detection Approach Using a Dynamic Vision Sensor.
IEEE Trans. Intell. Transp. Syst., 2022

License Plate Detection via Information Maximization.
IEEE Trans. Intell. Transp. Syst., 2022

Key Points Estimation and Point Instance Segmentation Approach for Lane Detection.
IEEE Trans. Intell. Transp. Syst., 2022

Pixel-Guided Association for Multi-Object Tracking.
Sensors, 2022

Learning to resolve uncertainties for large-scale face recognition.
Pattern Recognit. Lett., 2022

Machine vision theory and applications for cyber-physical systems.
Multim. Tools Appl., 2022

Multi-resolution approach to human activity recognition in video sequence based on combination of complex wavelet transform, Local Binary Pattern and Zernike moment.
Multim. Tools Appl., 2022

Improving small objects detection using transformer.
J. Vis. Commun. Image Represent., 2022

Abnormal event detection using adversarial predictive coding for motion and appearance.
Inf. Sci., 2022

Cascade multiscale residual attention CNNs with adaptive ROI for automatic brain tumor segmentation.
Inf. Sci., 2022

DenseBert4Ret: Deep bi-modal for image retrieval.
Inf. Sci., 2022

Warping-based spectral translation network for unsupervised cross-spectral stereo matching.
Inf. Sci., 2022

Learning Driving Policies for End-to-End Autonomous Driving.
CoRR, 2022

3D Convolutional with Attention for Action Recognition.
CoRR, 2022

Light Robust Monocular Depth Estimation For Outdoor Environment Via Monochrome And Color Camera Fusion.
CoRR, 2022

Multi-Modal Fusion for Sensorimotor Coordination in Steering Angle Prediction.
CoRR, 2022

Exploring thermal images for object detection in underexposure regions for autonomous driving.
Appl. Soft Comput., 2022

Predictively encoded graph convolutional network for noise-robust skeleton-based action recognition.
Appl. Intell., 2022

Multiobject Tracking and Segmentation With Embedding Mask-Based Affinity Fusion in Hierarchical Data Association.
IEEE Access, 2022

Tiny Asymmetric Feature Normalized Network for Person Re-Identification System.
IEEE Access, 2022

Perception-Friendly Video Enhancement for Autonomous Driving under Adverse Weather Conditions.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Exploring Data Variance challenges in Fusion of Radar and Camera for Robotics and Autonomous Driving.
Proceedings of the 10th International Conference on Control, Mechatronics and Automation, 2022

Resolving Camera Position for a Practical Application of Gaze Estimation on Edge Devices.
Proceedings of the 2022 International Conference on Artificial Intelligence in Information and Communication, 2022

Sancus: an Anonymous and Trustworthy Blockchain-based Electronic Voting Architecture.
Proceedings of the Fourth International Conference on Blockchain Computing and Applications, 2022

Automated Single Particle Growth Measurement using Segmentation.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

Gated 3D-CNN for Action Recognition.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

2021
N<sup>2</sup>C: Neural Network Controller Design Using Behavioral Cloning.
IEEE Trans. Intell. Transp. Syst., 2021

Imbalanced image classification with complement cross entropy.
Pattern Recognit. Lett., 2021

Online multiple pedestrians tracking using deep temporal appearance matching association.
Inf. Sci., 2021

Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning.
CoRR, 2021

RVMDE: Radar Validated Monocular Depth Estimation for Robotics.
CoRR, 2021

Image Captioning using Multiple Transformers for Self-Attention Mechanism.
CoRR, 2021

Contextual recommender system for E-commerce applications.
Appl. Soft Comput., 2021

ICT Enabled TVET Education: A Systematic Literature Review.
IEEE Access, 2021

Channel Boosting Feature Ensemble for Radar-based Object Detection.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

SSTN: Self-Supervised Domain Adaptation Thermal Object Detection for Autonomous Driving.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Task-Driven Deep Image Enhancement Network for Autonomous Driving in Bad Weather.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Learning To Disentangle Representations For Rain Streak Removal.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021


Anomaly Detection for Wireless Communication Links via Data Integrity Modeling.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

ARTSeg: Employing Attention for Thermal Images Semantic Segmentation.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020
Action matching network: open-set action recognition using spatio-temporal representation matching.
Vis. Comput., 2020

Disparity Estimation Using Stereo Images With Different Focal Lengths.
IEEE Trans. Intell. Transp. Syst., 2020

System, Design and Experimental Validation of Autonomous Vehicle in an Unconstrained Environment.
Sensors, 2020

Transfer learning for vehicle detection using two cameras with different focal lengths.
Inf. Sci., 2020

Block change learning for knowledge distillation.
Inf. Sci., 2020

Training approach using the shallow model and hard triplet mining for person re-identification.
IET Image Process., 2020

ADFNet: accumulated decoder features for real-time semantic segmentation.
IET Comput. Vis., 2020

LDNet: End-to-End Lane Detection Approach usinga Dynamic Vision Sensor.
CoRR, 2020

Online Multi-Object Tracking and Segmentation with GMPHD Filter and Simple Affinity Fusion.
CoRR, 2020

Thermal Object Detection using Domain Adaptation through Style Consistency.
CoRR, 2020

N 2 C : Neural Network Controller Design Using Behavioral Cloning.
CoRR, 2020

Key Points Estimation and Point Instance Segmentation Approach for Lane Detection.
CoRR, 2020

OneShotDA: Online Multi-Object Tracker With One-Shot-Learning-Based Data Association.
IEEE Access, 2020

FSSSD: Fixed Scale SSD for Vehicle Detection.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Efficient Stereo Matching Method using Elimination of Lighting Factors under Radiometric Variation.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Dynamic Control System Design for Autonomous Car.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency Transform.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Context-Aware Multi-Task Learning for Traffic Scene Recognition in Autonomous Vehicles.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Self-supervised Attribute-Aware Refinement Network for Low-Quality Text Recognition.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019
Driver Drowsiness Detection Using Condition-Adaptive Representation Learning Framework.
IEEE Trans. Intell. Transp. Syst., 2019

Data Association for Multi-Object Tracking via Deep Neural Networks.
Sensors, 2019

Unsupervised Learning for Depth, Ego-Motion, and Optical Flow Estimation Using Coupled Consistency Conditions.
Sensors, 2019

A labeled random finite set online multi-object tracker for video data.
Pattern Recognit., 2019

A framework for automatically constructing a dataset for training a vehicle detector.
Int. J. Comput. Vis. Robotics, 2019

Drivers Drowsiness Detection using Condition-Adaptive Representation Learning Framework.
CoRR, 2019

Boosting Network Weight Separability via Feed-Backward Reconstruction.
CoRR, 2019

Online Multi-Object Tracking Framework with the GMPHD Filter and Occlusion Group Management.
CoRR, 2019

Online Multiple Pedestrian Tracking using Deep Temporal Appearance Matching Association.
CoRR, 2019

Spatio-Temporal Representation Matching-Based Open-Set Action Recognition by Joint Learning of Motion and Appearance.
IEEE Access, 2019

Online Multi-Object Tracking With GMPHD Filter and Occlusion Group Management.
IEEE Access, 2019

Boosting Discrimination Information Based Document Clustering Using Consensus and Classification.
IEEE Access, 2019

Practical License Plate Recognition in Unconstrained Surveillance Systems with Adversarial Super-Resolution.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Unconstrained Face Verification and Open-World Person Re-identification via Densely-connected Convolution Neural Network.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Where Am I: Localization and 3D Maps for Autonomous Vehicles.
Proceedings of the 5th International Conference on Vehicle Technology and Intelligent Transport Systems, 2019

Unconstrained Road Marking Recognition with Generative Adversarial Networks.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Prediction of PM10 Concentration in South Korea Using Gradient Tree Boosting Models.
Proceedings of the ICVISP 2019: 3rd International Conference on Vision, 2019

Automated Taxi Booking Operations for Autonomous Vehicles.
Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019

Empirical Analysis of Tree-Based Models for PM2.5 Concentration Prediction.
Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019

Dynamic Key Update Strategy in Physical-Layer Challenge-Response Authentication.
Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019

SNIDER: Single Noisy Image Denoising and Rectification for Improving License Plate Recognition.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

3D ResNet with Ranking Loss Function for Abnormal Activity Detection in Videos.
Proceedings of the 2019 International Conference on Control, 2019

Spatio-Temporal Feature Extraction and Distance Metric Learning for Unconstrained Action Recognition.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018
Vehicle license plate detection using region-based convolutional neural networks.
Soft Comput., 2018

Using Temporal Covariance of Motion and Geometric Features via Boosting for Human Fall Detection.
Sensors, 2018

Joint representation learning of appearance and motion for abnormal event detection.
Mach. Vis. Appl., 2018

Shadow detection and removal for moving objects using Daubechies complex wavelet transform.
Multim. Tools Appl., 2018

Configuration of a min-cost flow network for data association in multi-object tracking.
Int. J. Comput. Vis. Robotics, 2018

Multiple hypothesis tracking algorithm for multi-target multi-camera tracking with disjoint views.
IET Image Process., 2018

Background subtraction using Gaussian-Bernoulli restricted Boltzmann machine.
IET Image Process., 2018

Online Multi-Object Tracking with Historical Appearance Matching and Scene Adaptive Detection Filtering.
CoRR, 2018

Deformable Object Tracking Using Clustering and Particle Filter.
Comput. Informatics, 2018

Autonomous Vehicle: The Architecture Aspect of Self Driving Car.
Proceedings of the 2018 International Conference on Sensors, Signal and Image Processing, 2018

Object Modeling from 3D Point Cloud Data for Self-Driving Vehicles.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Adaptive Random Access for Mobile Sensors Based Field Reconstruction.
Proceedings of the 12th International Conference on Signal Processing and Communication Systems, 2018

Deep Discriminative Representation Learning for Face Verification and Person Re-Identification on Unconstrained Condition.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Parasitic Network: Learning-Based Network Downsizing of Very Deep Neural Networks for Computer Vision.
Proceedings of the 2018 International Conference on Control, 2018

Online Multi-Object Tracking with Historical Appearance Matching and Scene Adaptive Detection Filtering.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

Online and Real-Time Tracking with the GM-PHD Filter using Group Management and Relative Motion Analysis.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018


2017
Conditional Random Field (CRF)-Boosting: Constructing a Robust Online Hybrid Boosting Multiple Object Tracker Facilitated by CRF Learning.
Sensors, 2017

Multi-human tracking using part-based appearance modelling and grouping-based tracklet association for visual surveillance applications.
Multim. Tools Appl., 2017

Viewpoint Invariant Person Re-Identification for Global Multi-Object Tracking with Non-Overlapping Cameras.
KSII Trans. Internet Inf. Syst., 2017

A Comparative Study of Programming Environments Exploiting Heterogeneous Systems.
IEEE Access, 2017

Automatic part localization using 3D cuboid box for vehicle subcategory recognition.
Proceedings of the International Conference on Control, 2017

Occlusion detector using convolutional neural network for person re-identification.
Proceedings of the International Conference on Control, 2017

Complex wavelet transform-based approach for human action recognition in video.
Proceedings of the International Conference on Control, 2017

Deep neural network for person re-identification in a non-overlapping camera network.
Proceedings of the International Conference on Control, 2017

Learning Feature Representation for Face Verification.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

Joint cost minimization for multi-object tracking.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016
Adaptive Sliding-Window Strategy for Vehicle Detection in Highway Environments.
IEEE Trans. Intell. Transp. Syst., 2016

Bolstering efficient SSGAs based on an ensemble of probabilistic variable-wise crossover strategies.
Soft Comput., 2016

Terms-based discriminative information space for robust text classification.
Inf. Sci., 2016

Vehicle Detection Using Local Size-Specific Classifiers.
IEICE Trans. Inf. Syst., 2016

Abnormal Event Detection using Scene Partitioning by Regional Activity Pattern Analysis.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

A Benchmark of Computational Models of Saliency to Predict Human Fixations in Videos.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Underwater acoustic sensor fault detection for passive sonar systems.
Proceedings of the First International Workshop on Sensing, 2016

Face-deidentification in images using Restricted Boltzmann Machines.
Proceedings of the 11th International Conference for Internet Technology and Secured Transactions, 2016

Gaussian-Poisson mixture model for anomaly detection of crowd behaviour.
Proceedings of the 2016 International Conference on Control, 2016

Conditional marked point process-based crowd counting in sparsely and moderately crowded scenes.
Proceedings of the 2016 International Conference on Control, 2016

Feature flow-based abnormal event detection using a scene-adaptive cuboid determination method.
Proceedings of the 2016 International Conference on Control, 2016

Vehicle pose detection using region based convolutional neural network.
Proceedings of the 2016 International Conference on Control, 2016

Representation Learning, Scene Understanding, and Feature Fusion for Drowsiness Detection.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
Neuromorphic Hardware System for Visual Pattern Recognition With Memristor Array and CMOS Neuron.
IEEE Trans. Ind. Electron., 2015

CDIM: Document Clustering by Discrimination Information Maximization.
Inf. Sci., 2015

Contrastive divergence for memristor-based restricted Boltzmann machine.
Eng. Appl. Artif. Intell., 2015

An incremental learning approach for restricted boltzmann machines.
Proceedings of the 2015 International Conference on Control, 2015

A systematic framework for real-time online multi-object tracking.
Proceedings of the 2015 International Conference on Control, 2015

3D medical image fusion using dual tree complex wavelet transform.
Proceedings of the 2015 International Conference on Control, 2015

New approach to automatically collect good samples to train a vehicle image-classifier.
Proceedings of the 2015 International Conference on Control, 2015

Multi-Bernoulli filter based sensor selection with limited sensing range for multi-target tracking.
Proceedings of the 2015 International Conference on Control, 2015

2014
Neuromorphic Character Recognition System With Two PCMO Memristors as a Synapse.
IEEE Trans. Ind. Electron., 2014

Spectral clustering with physical intuition on spring-mass dynamics.
J. Frankl. Inst., 2014

Data fusion of radar and image measurements for multi-object tracking via Kalman filtering.
Inf. Sci., 2014

Novel dynamic diversity controlling EAs for coevolving optimal negotiation strategies.
Inf. Sci., 2014

Weighted feature trajectories and concatenated bag-of-features for action recognition.
Neurocomputing, 2014

Background scene modeling for PTZ cameras using RBM.
Proceedings of the International Conference on Control, 2014

Background subtraction method using codebook-GMM model.
Proceedings of the International Conference on Control, 2014

Robust multi-Bernoulli filtering for visual tracking.
Proceedings of the International Conference on Control, 2014

An improved kernel-induced possibilistic fuzzy c-means clustering algorithm based on dispersion control.
Proceedings of the International Conference on Control, 2014

Heart Beat Detection Method with Estimation of Regular Intervals between ECG and Blood Pressure.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
Spatio-Temporal Auxiliary Particle Filtering With ℓ<sub>1</sub>-Norm-Based Appearance Model Learning for Robust Visual Tracking.
IEEE Trans. Image Process., 2013

Square Root Receding Horizon Information Filters for Nonlinear Dynamic System Models.
IEEE Trans. Autom. Control., 2013

A class of quantum low-density parity check codes by combining seed graphs.
Quantum Inf. Process., 2013

On the construction of stabilizer codes with an arbitrary binary matrix.
Quantum Inf. Process., 2013

On the decoding of non-binary quantum low-density parity check codes.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2013

Curvelet transform based moving object segmentation.
Proceedings of the IEEE International Conference on Image Processing, 2013

A New Vehicle Detection Method for Intelligent Transport Systems based on Scene-Specific Sliding Windows.
Proceedings of the ICINCO 2013 - Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Reykjavík, Iceland, 29, 2013

A robust real-coded genetic algorithm using an ensemble of crossover operators.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012
Mobile Node Localization Using Fusion Prediction-Based Interacting Multiple Model in Cricket Sensor Network.
IEEE Trans. Ind. Electron., 2012

Distributed Estimation Fusion With Application to a Multisensory Vehicle Suspension System With Time Delays.
IEEE Trans. Ind. Electron., 2012

Distributed fusion receding horizon filtering for uncertain linear stochastic systems with time-delay sensors.
J. Frankl. Inst., 2012

Efficient multisensor fusion with sliding window Kalman filtering for discrete-time uncertain systems with delays.
IET Signal Process., 2012

Efficient Distributed Fusion Filtering Algorithms for Multiple Time Delayed Systems.
Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Rome, Italy, 28, 2012

A New Framework for Background Subtraction Using Multiple Cues.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Medical image segmentation by hybridizing ant colony optimization and fuzzy clustering algorithm.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Despeckling of medical ultrasound images using Daubechies complex wavelet transform.
Signal Process., 2010

The improved adaptive link adjustment evolutionary algorithm for the multiple container packing problem.
Appl. Intell., 2010

Receding Horizon Estimation for Hybrid Particle Filters and Application for Robust Visual Tracking.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Real-time level set based tracking with appearance model using Rao-Blackwellized particle filter.
Proceedings of the International Conference on Image Processing, 2010

Incremental approximation of nonlinear constraint functions for evolutionary constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Robust Auxiliary Particle Filter with an Adaptive Appearance Model for Visual Tracking.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Daubechies Complex Wavelet Transform Based Multilevel Shrinkage for Deblurring of Medical Images in Presence of Noise.
Int. J. Wavelets Multiresolution Inf. Process., 2009

Two Fusion Predictors for Multisensor Discretetime Linear System.
Int. J. Robotics Autom., 2009

Enhanced SVD Based Watermarking with Genetic Algorithm.
Proceedings of the Communication and Networking, 2009

Face Recognition Using Region-Based Nonnegative Matrix Factorization.
Proceedings of the Communication and Networking, 2009

2008
Score-Based Resampling Method for Evolutionary Algorithms.
IEEE Trans. Syst. Man Cybern. Part B, 2008

Statistical properties analysis of real world tournament selection in genetic algorithms.
Appl. Intell., 2008

2007
Quality assessment of gene selection in microarray data.
Optim. Methods Softw., 2007

Binary Particle Swarm Optimization with Bit Change Mutation.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2007

Binary Particle Swarm Optimization for Black-Scholes Option Pricing.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Recommendation of Preferable Photo Contents.
Proceedings of the 5th International Symposium on Ubiquitous Virtual Reality ISUVR'07, 2007

A New Context-Aware Learning System for Predicting Services to Users in Ubiquitous Environment.
Proceedings of the 5th International Symposium on Ubiquitous Virtual Reality ISUVR'07, 2007

2005
Unsupervised hierarchical image segmentation with level set and additive operator splitting.
Pattern Recognit. Lett., 2005

Identification of signatures in biomedical spectra using domain knowledge.
Artif. Intell. Medicine, 2005

2003
Structure Preserving Dimension Reduction for Clustered Text Data Based on the Generalized Singular Value Decomposition.
SIAM J. Matrix Anal. Appl., 2003

2001
Dimension reduction based on centroids and least squares for efficient processing of text data.
Proceedings of the First SIAM International Conference on Data Mining, 2001


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