Du Yong Kim

81 papers B 4C 6Misc 1Journal 45Unranked 25
YearRankTypeTitle / Venue / Authors
2025 J jnl
Drone-as-a-Service: Research Challenges and Directions.
Proc. IEEE
Ali Hamdi, Balsam Alkouz, Babar Shahzaad, Athman Bouguettaya, Azadeh Ghari Neiat, Flora Salim, Du Yong Kim
2025 J jnl
Multitarget Bernoulli Track-Before-Detect for OTHR.
IEEE Trans. Aerosp. Electron. Syst.
Branko Ristic, Luke Rosenberg, Du Yong Kim
2025 C conf
Path Planning for Multi-Platform Bearings-Only Tracking in the Possibilistic Framework.
FUSION
ZhiJin Chen, Branko Ristic, Du Yong Kim
2025 J jnl
ST-DPGAN: A Privacy-Preserving Framework for Spatiotemporal Data Generation.
IEEE Internet Things J.
Wei Shao, Rongyi Zhu, Cai Yang, Chandra Thapa, Muhammad Ejaz Ahmed, Seyit Camtepe, Rui Zhang, Du Yong Kim, Hamid Menouar, Flora D. Salim
2024 — conf
A Comparative Study of Bernoulli Gaussian-max Filter and Bernoulli Gaussian-sum Filter.
ICCAIS
ZhiJin Chen, Branko Ristic, Du Yong Kim
2024 J jnl
A Possibilistic Formulation of Autonomous Search for Targets.
Entropy
ZhiJin Chen, Branko Ristic, Du Yong Kim
2024 C conf
Autonomous Area Search in the Framework of Possibility Theory.
FUSION
ZhiJin Chen, Branko Ristic, Du Yong Kim
2024 — conf
Autonomous Search for an RF Emitter in a GPS-denied Indoor Environment.
ICCAIS
Kim Hoanh Ly, Du Yong Kim, Branko Ristic, Akram Al-Hourani, Ehsan Asadi
2024 J jnl
ST-DPGAN: A Privacy-preserving Framework for Spatiotemporal Data Generation.
CoRR
Wei Shao, Rongyi Zhu, Cai Yang, Chandra Thapa, Muhammad Ejaz Ahmed, Seyit Camtepe, Rui Zhang, Du Yong Kim, Hamid Menouar, Flora D. Salim
2024 — conf
Stock Market Crash Forecasting Using an Assembly of Deep Learning Classifiers.
ICSPCS
Nicholas Smith, Richardt H. Wilkinson, Du Yong Kim, Margaret Lech
2024 C conf
Track-Before-Detect for Airborne Maritime Radar: Application to Real Data.
FUSION
Branko Ristic, Du Yong Kim, Luke Rosenberg
2024 — conf
Transformer Based Hybrid Bernoulli GSF Tracking Algorithm.
ICCAIS
Caden Sweeney, Du Yong Kim, Branko Ristic, Brian Cheung
2024 J jnl
Visual Multi-Object Tracking with Re-Identification and Occlusion Handling using Labeled Random Finite Sets.
CoRR
Linh Van Ma, Tran Thien Dat Nguyen, Changbeom Shim, Du Yong Kim, Namkoo Ha, Moongu Jeon
2024 J jnl
Visual multi-object tracking with re-identification and occlusion handling using labeled random finite sets.
Pattern Recognit.
Linh Van Ma, Tran Thien Dat Nguyen, Changbeom Shim, Du Yong Kim, Namkoo Ha, Moongu Jeon
2023 J jnl
Bernoulli Filter for Extended Target Tracking in the Framework of Possibility Theory.
IEEE Trans. Aerosp. Electron. Syst.
ZhiJin Chen, Branko Ristic, Du Yong Kim
2023 J jnl
CellTrackVis: interactive browser-based visualization for analyzing cell trajectories and lineages.
BMC Bioinform.
Changbeom Shim, Wooil Kim, Tran Thien Dat Nguyen, Du Yong Kim, Yu Suk Choi, Yon Dohn Chung
2023 Misc conf
Possibilistic Bernoulli Filter for Extended Target Tracking.
ICASSP
ZhiJin Chen, Branko Ristic, Du Yong Kim
2023 — conf
Sensor Management for Localisation of an Evasive Target: The Benefits of Game Theory.
ICCAE
Branko Ristic, Alex Skvortsov, Sanjeev Arulampalam, Du Yong Kim
2023 J jnl
Track-Before-Detect Using an Airborne Multichannel Radar in the Maritime Domain.
IEEE Trans. Aerosp. Electron. Syst.
Du Yong Kim, Luke Rosenberg, Branko Ristic, Robin P. Guan
2022 J jnl
A Bayesian Filter for Multi-View 3D Multi-Object Tracking With Occlusion Handling.
IEEE Trans. Pattern Anal. Mach. Intell.
Jonah Ong, Ba-Tuong Vo, Ba-Ngu Vo, Du Yong Kim, Sven Nordholm
2022 — conf
A Study of Datum Search Patterns Using a Stochastic Game Framework.
ICCAIS
Branko Ristic, Alex Skvortsov, Sanjeev Arulampalam, Du Yong Kim
2022 J jnl
Drone-as-a-Service Composition Under Uncertainty.
IEEE Trans. Serv. Comput.
Ali Hamdi, Flora D. Salim, Du Yong Kim, Azadeh Ghari Neiat, Athman Bouguettaya
2022 J jnl
Exploiting Doppler in Bernoulli Track-Before-Detect for a Scanning Maritime Radar.
IEEE Trans. Aerosp. Electron. Syst.
Branko Ristic, Du Yong Kim, Luke Rosenberg, Robin P. Guan
2022 — conf
Generalized Label Grouping for Scalable Trajectory Estimation.
ICCAIS
Changbeom Shim, Ji Youn Lee, Diluka Moratuwage, Du Yong Kim, Yon Dohn Chung
2022 J jnl
Solving the Datum Search as a Partially Observed Stochastic Game.
IEEE Access
Branko Ristic, Alex Skvortsov, Sanjeev Arulampalam, Haydar Demirhan, Du Yong Kim
2021 J jnl
A Bernoulli Track-Before-Detect Filter for Interacting Targets in Maritime Radar.
IEEE Trans. Aerosp. Electron. Syst.
Du Yong Kim, Branko Ristic, Robin P. Guan, Luke Rosenberg
2021 — conf
A Tractable Multi-target Detection Model for Line-of-Sight Measurements.
ICCAIS
Jonah Ong, Du Yong Kim, Cong-Thanh Do
2021 J jnl
Bernoulli filter for tracking maritime targets using point measurements with amplitude.
Signal Process.
Branko Ristic, Luke Rosenberg, Du Yong Kim, Robin P. Guan
2021 J jnl
Drone-as-a-Service Composition Under Uncertainty.
CoRR
Ali Hamdi, Flora D. Salim, Du Yong Kim, Azadeh Ghari Neiat, Athman Bouguettaya
2021 J jnl
GCCN: Global Context Convolutional Network.
CoRR
Ali Hamdi, Flora D. Salim, Du Yong Kim
2021 J jnl
Observer control for bearings-only tracking using possibility functions.
Autom.
ZhiJin Chen, Branko Ristic, Jeremie Houssineau, Du Yong Kim
2021 J jnl
Online multiple pedestrians tracking using deep temporal appearance matching association.
Inf. Sci.
Young-Chul Yoon, Du Yong Kim, Young-min Song, Kwangjin Yoon, Moongu Jeon
2021 J jnl
Signature-Graph Networks.
CoRR
Ali Hamdi, Flora D. Salim, Du Yong Kim, Xiaojun Chang
2021 — conf
Space-oriented Label Partitioning for Multi-object Tracking.
ICCAIS
Changbeom Shim, Du Yong Kim
2021 J jnl
Tracking Cells and Their Lineages Via Labeled Random Finite Sets.
IEEE Trans. Signal Process.
Tran Thien Dat Nguyen, Ba-Ngu Vo, Ba-Tuong Vo, Du Yong Kim, Yu Suk Choi
2020 J jnl
A Bayesian 3D Multi-view Multi-object Tracking Filter.
CoRR
Jonah Ong, Ba-Tuong Vo, Ba-Ngu Vo, Du Yong Kim, Sven Nordholm
2020 J jnl
Action matching network: open-set action recognition using spatio-temporal representation matching.
Vis. Comput.
Jongmin Yu, Du Yong Kim, Yongsang Yoon, Moongu Jeon
2020 B conf
DroTrack: High-speed Drone-based Object Tracking Under Uncertainty.
FUZZ-IEEE
Ali Hamdi, Flora D. Salim, Du Yong Kim
2020 J jnl
DroTrack: High-speed Drone-based Object Tracking Under Uncertainty.
CoRR
Ali Hamdi, Flora D. Salim, Du Yong Kim
2020 C conf
Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency Transform.
IV
Jongmin Yu, Du Yong Kim, Younkwan Lee, Moongu Jeon
2020 J jnl
Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency Transform.
CoRR
Jongmin Yu, Du Yong Kim, Younkwan Lee, Moongu Jeon
2020 J jnl
grid2vec: Learning Efficient Visual Representations via Flexible Grid-Graphs.
CoRR
Ali Hamdi, Du Yong Kim, Flora D. Salim
2019 J jnl
A labeled random finite set online multi-object tracker for video data.
Pattern Recognit.
Du Yong Kim, Ba-Ngu Vo, Ba-Tuong Vo, Moongu Jeon
2019 J jnl
Data Association for Multi-Object Tracking via Deep Neural Networks.
Sensors
Kwangjin Yoon, Du Yong Kim, Young-Chul Yoon, Moongu Jeon
2019 — conf
Empirical Analysis of Tree-Based Models for PM2.5 Concentration Prediction.
ICSPCS
Juhyun Lee, Yoojin Hong, Younkwan Lee, Hyun Soo Kim, Chul Han Song, Du Yong Kim, Moongu Jeon
2019 J jnl
GLMB Tracker with Partial Smoothing.
Sensors
Tran Thien Dat Nguyen, Du Yong Kim
2019 — conf
Multi-sensor Multi-target Tracking Using Labelled Random Finite Sets with Homography Data.
ICCAIS
Jonah Ong, Du Yong Kim, Sven Nordholm
2019 J jnl
Online Multiple Pedestrian Tracking using Deep Temporal Appearance Matching Association.
CoRR
Young-Chul Yoon, Du Yong Kim, Kwangjin Yoon, Young-min Song, Moongu Jeon
2018 J jnl
Multiple Object Tracking in Unknown Backgrounds With Labeled Random Finite Sets.
IEEE Trans. Signal Process.
Yuthika Gardiyawasam Punchihewa, Ba-Tuong Vo, Ba-Ngu Vo, Du Yong Kim
2018 — conf
On-line Tracking of Cells and Their Lineage from Time Lapse Video Data.
ICCAIS
Tran Thien Dat Nguyen, Du Yong Kim
2018 C conf
Receding Horizon Estimation for Multi-Target Tracking via Random Finite Set Approach.
FUSION
Du Yong Kim
2018 J jnl
Visual multiple-object tracking for unknown clutter rate.
IET Comput. Vis.
Du Yong Kim
2017 — conf
A generalized labeled multi-Bernoulli tracker for time lapse cell migration.
ICCAIS
Du Yong Kim, Ba-Ngu Vo, Aurelne Thian, Yu Suk Choi
2017 — conf
Multi-target track before detect with labeled random finite set and adaptive correlation filtering.
ICCAIS
Du Yong Kim
2017 — conf
Multiple speaker tracking with the GLMB filter.
ICCAIS
Du Yong Kim, Ba-Tuong Vo, Sven Nordholm
2017 — conf
Online multi-object tracking via labeled random finite set with appearance learning.
ICCAIS
Du Yong Kim
2017 J jnl
Visual Multiple-Object Tracking for Unknown Clutter Rate.
CoRR
Du Yong Kim
2016 — conf
Multi-Bernoulli filtering for keypoint-based visual tracking.
ICCAIS
Du Yong Kim
2016 — conf
Multi-object particle filter revisited.
ICCAIS
Du Yong Kim, Ba-Ngu Vo, Ba-Tuong Vo
2016 J jnl
Online Visual Multi-Object Tracking via Labeled Random Finite Set Filtering.
CoRR
Du Yong Kim, Ba-Ngu Vo, Ba-Tuong Vo
2015 J jnl
A Particle Multi-Target Tracker for Superpositional Measurements Using Labeled Random Finite Sets.
IEEE Trans. Signal Process.
Francesco Papi, Du Yong Kim
2015 — conf
Bayesian multi-target tracking with superpositional measurements using labeled random finite sets.
EUSIPCO
Francesco Papi, Du Yong Kim
2015 — conf
Multi-Bernoulli filter based sensor selection with limited sensing range for multi-target tracking.
ICCAIS
Du Yong Kim, Ma Liang, Moongu Jeon
2015 J jnl
Multi-Bernoulli filter for target tracking with multi-static Doppler only measurement.
Signal Process.
Ma Liang, Du Yong Kim, Xue Kai
2014 J jnl
Data fusion of radar and image measurements for multi-object tracking via Kalman filtering.
Inf. Sci.
Du Yong Kim, Moongu Jeon
2014 — conf
Robust GMPHD filter with adaptive target birth.
ICCAIS
Liang Ma, Ping Wang, Kai Xue, Du Yong Kim
2014 — conf
Robust multi-Bernoulli filtering for visual tracking.
ICCAIS
Du Yong Kim, Moongu Jeon
2013 J jnl
Gaussian mixture importance sampling function for unscented SMC-PHD filter.
Signal Process.
Ju Hong Yoon, Du Yong Kim, Kuk-Jin Yoon
2013 B conf
Multi-object tracking using hybrid observation in PHD filter.
ICIP
Ju Hong Yoon, Kuk-Jin Yoon, Du Yong Kim
2013 J jnl
Spatio-Temporal Auxiliary Particle Filtering With ℓ
IEEE Trans. Image Process.
Du Yong Kim, Moongu Jeon
2013 J jnl
Square Root Receding Horizon Information Filters for Nonlinear Dynamic System Models.
IEEE Trans. Autom. Control.
Du Yong Kim, Moongu Jeon
2012 J jnl
Efficient importance sampling function design for sequential Monte Carlo PHD filter.
Signal Process.
Ju Hong Yoon, Du Yong Kim, Kuk-Jin Yoon
2012 — conf
Visual Tracking via Adaptive Tracker Selection with Multiple Features.
ECCV (4)
Ju Hong Yoon, Du Yong Kim, Kuk-Jin Yoon
2011 J jnl
Joint Initialization and Tracking of Multiple Moving Objects Using Doppler Information.
IEEE Trans. Signal Process.
Ju Hong Yoon, Du Yong Kim, Seung Hwan Bae, Vladimir Shin
2010 C conf
Distributed information fusion filter with intermittent observations.
FUSION
Du Yong Kim, Ju Hong Yoon, Young Hoon Kim, Vladimir Shin
2010 B conf
Real-time level set based tracking with appearance model using Rao-Blackwellized particle filter.
ICIP
Du Yong Kim, Ehwa Yang, Moongu Jeon, Vladimir Shin
2010 B conf
Receding Horizon Estimation for Hybrid Particle Filters and Application for Robust Visual Tracking.
ICPR
Du Yong Kim, Ehwa Yang, Moongu Jeon, Vladimir Shin
2010 — conf
Robust Auxiliary Particle Filter with an Adaptive Appearance Model for Visual Tracking.
ACCV (3)
Du Yong Kim, Ehwa Yang, Moongu Jeon, Vladimir Shin
2009 J jnl
Distributed Fusion Receding Horizon Filtering in Linear Stochastic Systems.
EURASIP J. Adv. Signal Process.
Il Young Song, Du Yong Kim, Young Hoon Kim, Suk-Jae Lee, Vladimir Shin
2008 — conf
Simultaneous pedestrian and multiple mobile robots localization using distributed extended Kalman filter.
ROBIO
Il Young Song, Du Yong Kim, Hyo-Sung Ahn, Vladimir Shin
2007 J jnl
A low-complexity suboptimal filter for continuous-discrete linear systems with parametric uncertainties.
Signal Process.
Vladimir Shin, Du Yong Kim, Georgy Shevlyakov, Kiseon Kim