Du Yong Kim

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 50

Top Topics

Data Association

Kalman Filtering

Object Tracking

Visual Representations

Top Venues

IEEE Trans. Aerosp. Electron. Syst.

IEEE Trans. Signal Process.

Publications

Linh Van Ma, Tran Thien Dat Nguyen, Changbeom Shim, Du Yong Kim, Namkoo Ha, Moongu Jeon
Visual Multi-Object Tracking with Re-Identification and Occlusion Handling using Labeled Random Finite Sets. CoRR (2024)
Linh Van Ma, Tran Thien Dat Nguyen, Changbeom Shim, Du Yong Kim, Namkoo Ha, Moongu Jeon
Visual multi-object tracking with re-identification and occlusion handling using labeled random finite sets. Pattern Recognit. 156 (2024)
Wei Shao, Rongyi Zhu, Cai Yang, Chandra Thapa, Muhammad Ejaz Ahmed, Seyit Camtepe, Rui Zhang, Du Yong Kim, Hamid Menouar, Flora D. Salim
ST-DPGAN: A Privacy-preserving Framework for Spatiotemporal Data Generation. CoRR (2024)
Zhijin Chen, Branko Ristic, Du Yong Kim
A Possibilistic Formulation of Autonomous Search for Targets. Entropy 26 (6) (2024)
Zhijin Chen, Branko Ristic, Du Yong Kim
Possibilistic Bernoulli Filter for Extended Target Tracking. ICASSP (2023)
Branko Ristic, Alex Skvortsov, Sanjeev Arulampalam, Du Yong Kim
Sensor Management for Localisation of an Evasive Target: The Benefits of Game Theory. ICCAE (2023)
Zhijin Chen, Branko Ristic, Du Yong Kim
Bernoulli Filter for Extended Target Tracking in the Framework of Possibility Theory. IEEE Trans. Aerosp. Electron. Syst. 59 (6) (2023)
Changbeom Shim, Wooil Kim, Tran Thien Dat Nguyen, Du Yong Kim, Yu Suk Choi, Yon Dohn Chung
CellTrackVis: interactive browser-based visualization for analyzing cell trajectories and lineages. BMC Bioinform. 24 (1) (2023)
Du Yong Kim, Luke Rosenberg, Branko Ristic, Robin P. Guan
Track-Before-Detect Using an Airborne Multichannel Radar in the Maritime Domain. IEEE Trans. Aerosp. Electron. Syst. 59 (3) (2023)
Jonah Ong, Ba-Tuong Vo, Ba-Ngu Vo, Du Yong Kim, Sven Nordholm
A Bayesian Filter for Multi-View 3D Multi-Object Tracking With Occlusion Handling. IEEE Trans. Pattern Anal. Mach. Intell. 44 (5) (2022)
Changbeom Shim, Ji Youn Lee, Diluka Moratuwage, Du Yong Kim, Yon Dohn Chung
Generalized Label Grouping for Scalable Trajectory Estimation. ICCAIS (2022)
Branko Ristic, Alex Skvortsov, Sanjeev Arulampalam, Du Yong Kim
A Study of Datum Search Patterns Using a Stochastic Game Framework. ICCAIS (2022)
Ali Hamdi, Flora D. Salim, Du Yong Kim, Azadeh Ghari Neiat, Athman Bouguettaya
Drone-as-a-Service Composition Under Uncertainty. IEEE Trans. Serv. Comput. 15 (5) (2022)
Branko Ristic, Alex Skvortsov, Sanjeev Arulampalam, Haydar Demirhan, Du Yong Kim
Solving the Datum Search as a Partially Observed Stochastic Game. IEEE Access 10 (2022)
Branko Ristic, Du Yong Kim, Luke Rosenberg, Robin P. Guan
Exploiting Doppler in Bernoulli Track-Before-Detect for a Scanning Maritime Radar. IEEE Trans. Aerosp. Electron. Syst. 58 (1) (2022)
Jonah Ong, Du Yong Kim, Cong-Thanh Do
A Tractable Multi-target Detection Model for Line-of-Sight Measurements. ICCAIS (2021)
Young-Chul Yoon, Du Yong Kim, Young-min Song, Kwangjin Yoon, Moongu Jeon
Online multiple pedestrians tracking using deep temporal appearance matching association. Inf. Sci. 561 (2021)
Zhijin Chen, Branko Ristic, Jeremie Houssineau, Du Yong Kim
Observer control for bearings-only tracking using possibility functions. Autom. 133 (2021)
Branko Ristic, Luke Rosenberg, Du Yong Kim, Robin P. Guan
Bernoulli filter for tracking maritime targets using point measurements with amplitude. Signal Process. 181 (2021)
Changbeom Shim, Du Yong Kim
Space-oriented Label Partitioning for Multi-object Tracking. ICCAIS (2021)
Tran Thien Dat Nguyen, Ba-Ngu Vo, Ba-Tuong Vo, Du Yong Kim, Yu Suk Choi
Tracking Cells and Their Lineages Via Labeled Random Finite Sets. IEEE Trans. Signal Process. 69 (2021)
Ali Hamdi, Flora D. Salim, Du Yong Kim, Azadeh Ghari Neiat, Athman Bouguettaya
Drone-as-a-Service Composition Under Uncertainty. CoRR (2021)
Ali Hamdi, Flora Salim, Du Yong Kim
GCCN: Global Context Convolutional Network. CoRR (2021)
Du Yong Kim, Branko Ristic, Robin P. Guan, Luke Rosenberg
A Bernoulli Track-Before-Detect Filter for Interacting Targets in Maritime Radar. IEEE Trans. Aerosp. Electron. Syst. 57 (3) (2021)
Ali Hamdi, Flora D. Salim, Du Yong Kim, Xiaojun Chang
Signature-Graph Networks. CoRR (2021)
Jongmin Yu, Du Yong Kim, Yongsang Yoon, Moongu Jeon
Action matching network: open-set action recognition using spatio-temporal representation matching. Vis. Comput. 36 (7) (2020)
Ali Hamdi, Flora D. Salim, Du Yong Kim
DroTrack: High-speed Drone-based Object Tracking Under Uncertainty. CoRR (2020)
Ali Hamdi, Flora D. Salim, Du Yong Kim
DroTrack: High-speed Drone-based Object Tracking Under Uncertainty. FUZZ-IEEE (2020)
Jongmin Yu, Du Yong Kim, Younkwon Lee, Moongu Jeon
Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency Transform. CoRR (2020)
Jonah Ong, Ba-Tuong Vo, Ba-Ngu Vo, Du Yong Kim, Sven Nordholm
A Bayesian 3D Multi-view Multi-object Tracking Filter. CoRR (2020)
Ali Hamdi, Du Yong Kim, Flora D. Salim
grid2vec: Learning Efficient Visual Representations via Flexible Grid-Graphs. CoRR (2020)
Jongmin Yu, Du Yong Kim, Younkwan Lee, Moongu Jeon
Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency Transform. IV (2020)
Kwangjin Yoon, Du Yong Kim, Young-Chul Yoon, Moongu Jeon
Data Association for Multi-Object Tracking via Deep Neural Networks. Sensors 19 (3) (2019)
Young-Chul Yoon, Du Yong Kim, Kwangjin Yoon, Young-min Song, Moongu Jeon
Online Multiple Pedestrian Tracking using Deep Temporal Appearance Matching Association. CoRR (2019)
Jonah Ong, Du Yong Kim, Sven Nordholm
Multi-sensor Multi-target Tracking Using Labelled Random Finite Sets with Homography Data. ICCAIS (2019)
Du Yong Kim, Ba-Ngu Vo, Ba-Tuong Vo, Moongu Jeon
A labeled random finite set online multi-object tracker for video data. Pattern Recognit. 90 (2019)
Tran Nguyen, Du Yong Kim
GLMB Tracker with Partial Smoothing. Sensors 19 (20) (2019)
Juhyun Lee, Yoojin Hong, Younkwan Lee, Hyun Soo Kim, Chul Han Song, Du Yong Kim, Moongu Jeon
Empirical Analysis of Tree-Based Models for PM2.5 Concentration Prediction. ICSPCS (2019)
Du Yong Kim
Receding Horizon Estimation for Multi-Target Tracking via Random Finite Set Approach. FUSION (2018)
Tran Thien Dat Nguyen, Du Yong Kim
On-line Tracking of Cells and Their Lineage from Time Lapse Video Data. ICCAIS (2018)
Yuthika Gardiyawasam Punchihewa, Ba-Tuong Vo, Ba-Ngu Vo, Du Yong Kim
Multiple Object Tracking in Unknown Backgrounds With Labeled Random Finite Sets. IEEE Trans. Signal Process. 66 (11) (2018)
Du Yong Kim
Visual multiple-object tracking for unknown clutter rate. IET Comput. Vis. 12 (5) (2018)
Du Yong Kim
Multi-target track before detect with labeled random finite set and adaptive correlation filtering. ICCAIS (2017)
Du Yong Kim, Ba-Tuong Vo, Sven Nordholm
Multiple speaker tracking with the GLMB filter. ICCAIS (2017)
Du Yong Kim
Online multi-object tracking via labeled random finite set with appearance learning. ICCAIS (2017)
Du Yong Kim, Ba-Ngu Vo, Aurelne Thian, Yu Suk Choi
A generalized labeled multi-Bernoulli tracker for time lapse cell migration. ICCAIS (2017)
Du Yong Kim
Visual Multiple-Object Tracking for Unknown Clutter Rate. CoRR (2017)
Du Yong Kim
Multi-Bernoulli filtering for keypoint-based visual tracking. ICCAIS (2016)
Du Yong Kim, Ba-Ngu Vo, Ba-Tuong Vo
Multi-object particle filter revisited. ICCAIS (2016)
Du Yong Kim, Ba-Ngu Vo, Ba-Tuong Vo
Online Visual Multi-Object Tracking via Labeled Random Finite Set Filtering. CoRR (2016)
Du Yong Kim, Ma Liang, Moongu Jeon
Multi-Bernoulli filter based sensor selection with limited sensing range for multi-target tracking. ICCAIS (2015)
Ma Liang, Du Yong Kim, Xue Kai
Multi-Bernoulli filter for target tracking with multi-static Doppler only measurement. Signal Process. 108 (2015)
Francesco Papi, Du Yong Kim
A Particle Multi-Target Tracker for Superpositional Measurements Using Labeled Random Finite Sets. IEEE Trans. Signal Process. 63 (16) (2015)
Francesco Papi, Du Yong Kim
Bayesian multi-target tracking with superpositional measurements using labeled random finite sets. EUSIPCO (2015)
Liang Ma, Ping Wang, Kai Xue, Du Yong Kim
Robust GMPHD filter with adaptive target birth. ICCAIS (2014)
Du Yong Kim, Moongu Jeon
Robust multi-Bernoulli filtering for visual tracking. ICCAIS (2014)
Du Yong Kim, Moongu Jeon
Data fusion of radar and image measurements for multi-object tracking via Kalman filtering. Inf. Sci. 278 (2014)
Ju Hong Yoon, Kuk-Jin Yoon, Du Yong Kim
Multi-object tracking using hybrid observation in PHD filter. ICIP (2013)
Du Yong Kim, Moongu Jeon
Square Root Receding Horizon Information Filters for Nonlinear Dynamic System Models. IEEE Trans. Autom. Control. 58 (5) (2013)
Du Yong Kim, Moongu Jeon
-Norm-Based Appearance Model Learning for Robust Visual Tracking. IEEE Trans. Image Process. 22 (2) (2013)
Ju Hong Yoon, Du Yong Kim, Kuk-Jin Yoon
Gaussian mixture importance sampling function for unscented SMC-PHD filter. Signal Process. 93 (9) (2013)
Ju Hong Yoon, Du Yong Kim, Kuk-Jin Yoon
Efficient importance sampling function design for sequential Monte Carlo PHD filter. Signal Process. 92 (9) (2012)
Ju Hong Yoon, Du Yong Kim, Kuk-Jin Yoon
Visual Tracking via Adaptive Tracker Selection with Multiple Features. ECCV (4) (2012)
Ju Hong Yoon, Du Yong Kim, Seung Hwan Bae, Vladimir Shin
Joint Initialization and Tracking of Multiple Moving Objects Using Doppler Information. IEEE Trans. Signal Process. 59 (7) (2011)
Du Yong Kim, Ehwa Yang, Moongu Jeon, Vladimir Shin
Receding Horizon Estimation for Hybrid Particle Filters and Application for Robust Visual Tracking. ICPR (2010)
Du Yong Kim, Ehwa Yang, Moongu Jeon, Vladimir Shin
Real-time level set based tracking with appearance model using Rao-Blackwellized particle filter. ICIP (2010)
Du Yong Kim, Ju Hong Yoon, Young Hoon Kim, Vladimir Shin
Distributed information fusion filter with intermittent observations. FUSION (2010)
Du Yong Kim, Ehwa Yang, Moongu Jeon, Vladimir Shin
Robust Auxiliary Particle Filter with an Adaptive Appearance Model for Visual Tracking. ACCV (3) (2010)
Il Young Song, Du Yong Kim, Young Hoon Kim, Suk-Jae Lee, Vladimir Shin
Distributed Fusion Receding Horizon Filtering in Linear Stochastic Systems. EURASIP J. Adv. Signal Process. 2009 (2009)
Il Young Song, Du Yong Kim, Hyo-Sung Ahn, Vladimir Shin
Simultaneous pedestrian and multiple mobile robots localization using distributed extended Kalman filter. ROBIO (2008)
Vladimir Shin, Du Yong Kim, Georgy Shevlyakov, Kiseon Kim
A low-complexity suboptimal filter for continuous-discrete linear systems with parametric uncertainties. Signal Process. 87 (10) (2007)