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2020 – today
- 2024
[j30]Zhijin Chen
, Branko Ristic, Du Yong Kim:
A Possibilistic Formulation of Autonomous Search for Targets. Entropy 26(6): 520 (2024)- [j29]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: 110785 (2024) - [c31]Branko Ristic, Du Yong Kim, Luke Rosenberg:
Track-Before-Detect for Airborne Maritime Radar: Application to Real Data. FUSION 2024: 1-8 - [c30]Zhijin Chen, Branko Ristic, Du Yong Kim:
Autonomous Area Search in the Framework of Possibility Theory. FUSION 2024: 1-7 - [i12]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 abs/2406.03404 (2024) - [i11]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 abs/2407.08872 (2024) - 2023
- [j28]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): 124 (2023) - [j27]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): 2221-2231 (2023) - [j26]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): 9733-9739 (2023) - [c29]Zhijin Chen, Branko Ristic, Du Yong Kim:
Possibilistic Bernoulli Filter for Extended Target Tracking. ICASSP 2023: 1-5 - [c28]Branko Ristic, Alex Skvortsov, Sanjeev Arulampalam, Du Yong Kim:
Sensor Management for Localisation of an Evasive Target: The Benefits of Game Theory. ICCAE 2023: 144-148 - 2022
- [j25]Branko Ristic, Alex Skvortsov, Sanjeev Arulampalam, Haydar Demirhan, Du Yong Kim:
Solving the Datum Search as a Partially Observed Stochastic Game. IEEE Access 10: 30762-30769 (2022) - [j24]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): 2246-2263 (2022) - [j23]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): 720-728 (2022) - [j22]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): 2685-2698 (2022) - [c27]Branko Ristic, Alex Skvortsov, Sanjeev Arulampalam, Du Yong Kim:
A Study of Datum Search Patterns Using a Stochastic Game Framework. ICCAIS 2022: 13-18 - [c26]Changbeom Shim, Ji Youn Lee, Diluka Moratuwage, Du Yong Kim, Yon Dohn Chung:
Generalized Label Grouping for Scalable Trajectory Estimation. ICCAIS 2022: 30-35 - 2021
- [j21]Zhijin Chen, Branko Ristic, Jeremie Houssineau, Du Yong Kim:
Observer control for bearings-only tracking using possibility functions. Autom. 133: 109888 (2021) - [j20]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: 326-351 (2021) - [j19]Branko Ristic, Luke Rosenberg, Du Yong Kim, Robin P. Guan:
Bernoulli filter for tracking maritime targets using point measurements with amplitude. Signal Process. 181: 107919 (2021) - [j18]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): 1981-1991 (2021) - [j17]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: 5611-5626 (2021) - [c25]Jonah Ong, Du Yong Kim, Cong-Thanh Do:
A Tractable Multi-target Detection Model for Line-of-Sight Measurements. ICCAIS 2021: 147-152 - [c24]Changbeom Shim, Du Yong Kim:
Space-oriented Label Partitioning for Multi-object Tracking. ICCAIS 2021: 425-431 - [i10]Ali Hamdi, Flora D. Salim, Du Yong Kim, Azadeh Ghari Neiat, Athman Bouguettaya:
Drone-as-a-Service Composition Under Uncertainty. CoRR abs/2103.06513 (2021) - [i9]Ali Hamdi, Flora D. Salim, Du Yong Kim, Xiaojun Chang:
Signature-Graph Networks. CoRR abs/2110.11551 (2021) - [i8]Ali Hamdi, Flora D. Salim, Du Yong Kim:
GCCN: Global Context Convolutional Network. CoRR abs/2110.11664 (2021) - 2020
- [j16]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): 1457-1471 (2020) - [c23]Ali Hamdi, Flora D. Salim, Du Yong Kim:
DroTrack: High-speed Drone-based Object Tracking Under Uncertainty. FUZZ-IEEE 2020: 1-8 - [c22]Jongmin Yu, Du Yong Kim, Younkwan Lee, Moongu Jeon:
Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency Transform. IV 2020: 1708-1713 - [i7]Jonah Ong, Ba-Tuong Vo, Ba-Ngu Vo, Du Yong Kim, Sven Nordholm:
A Bayesian 3D Multi-view Multi-object Tracking Filter. CoRR abs/2001.04118 (2020) - [i6]Jongmin Yu, Du Yong Kim, Younkwan Lee, Moongu Jeon:
Unsupervised Pixel-level Road Defect Detection via Adversarial Image-to-Frequency Transform. CoRR abs/2001.11175 (2020) - [i5]Ali Hamdi, Flora D. Salim, Du Yong Kim:
DroTrack: High-speed Drone-based Object Tracking Under Uncertainty. CoRR abs/2005.00828 (2020) - [i4]Ali Hamdi, Du Yong Kim, Flora D. Salim:
grid2vec: Learning Efficient Visual Representations via Flexible Grid-Graphs. CoRR abs/2007.15444 (2020)
2010 – 2019
- 2019
- [j15]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: 377-389 (2019) - [j14]Kwangjin Yoon, Du Yong Kim, Young-Chul Yoon, Moongu Jeon:
Data Association for Multi-Object Tracking via Deep Neural Networks. Sensors 19(3): 559 (2019) - [j13]Tran Thien Dat Nguyen, Du Yong Kim:
GLMB Tracker with Partial Smoothing. Sensors 19(20): 4419 (2019) - [c21]Jonah Ong, Du Yong Kim, Sven Nordholm:
Multi-sensor Multi-target Tracking Using Labelled Random Finite Sets with Homography Data. ICCAIS 2019: 1-7 - [c20]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: 1-7 - [i3]Young-Chul Yoon, Du Yong Kim, Kwangjin Yoon, Young-min Song, Moongu Jeon:
Online Multiple Pedestrian Tracking using Deep Temporal Appearance Matching Association. CoRR abs/1907.00831 (2019) - 2018
- [j12]Du Yong Kim:
Visual multiple-object tracking for unknown clutter rate. IET Comput. Vis. 12(5): 728-734 (2018) - [j11]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): 3040-3055 (2018) - [c19]Du Yong Kim:
Receding Horizon Estimation for Multi-Target Tracking via Random Finite Set Approach. FUSION 2018: 1438-1444 - [c18]Tran Thien Dat Nguyen, Du Yong Kim:
On-line Tracking of Cells and Their Lineage from Time Lapse Video Data. ICCAIS 2018: 291-296 - 2017
- [c17]Du Yong Kim, Ba-Ngu Vo, Aurelne Thian, Yu Suk Choi:
A generalized labeled multi-Bernoulli tracker for time lapse cell migration. ICCAIS 2017: 20-25 - [c16]Du Yong Kim, Ba-Tuong Vo, Sven Nordholm:
Multiple speaker tracking with the GLMB filter. ICCAIS 2017: 38-43 - [c15]Du Yong Kim:
Multi-target track before detect with labeled random finite set and adaptive correlation filtering. ICCAIS 2017: 44-49 - [c14]Du Yong Kim:
Online multi-object tracking via labeled random finite set with appearance learning. ICCAIS 2017: 181-186 - [i2]Du Yong Kim:
Visual Multiple-Object Tracking for Unknown Clutter Rate. CoRR abs/1701.02273 (2017) - 2016
- [c13]Du Yong Kim:
Multi-Bernoulli filtering for keypoint-based visual tracking. ICCAIS 2016: 37-41 - [c12]Du Yong Kim, Ba-Ngu Vo, Ba-Tuong Vo:
Multi-object particle filter revisited. ICCAIS 2016: 42-47 - [i1]Du Yong Kim, Ba-Ngu Vo, Ba-Tuong Vo:
Online Visual Multi-Object Tracking via Labeled Random Finite Set Filtering. CoRR abs/1611.06011 (2016) - 2015
- [j10]Ma Liang, Du Yong Kim, Xue Kai:
Multi-Bernoulli filter for target tracking with multi-static Doppler only measurement. Signal Process. 108: 102-110 (2015) - [j9]Francesco Papi, Du Yong Kim:
A Particle Multi-Target Tracker for Superpositional Measurements Using Labeled Random Finite Sets. IEEE Trans. Signal Process. 63(16): 4348-4358 (2015) - [c11]Francesco Papi, Du Yong Kim:
Bayesian multi-target tracking with superpositional measurements using labeled random finite sets. EUSIPCO 2015: 2211-2215 - [c10]Du Yong Kim, Ma Liang, Moongu Jeon:
Multi-Bernoulli filter based sensor selection with limited sensing range for multi-target tracking. ICCAIS 2015: 74-79 - 2014
- [j8]Du Yong Kim, Moongu Jeon:
Data fusion of radar and image measurements for multi-object tracking via Kalman filtering. Inf. Sci. 278: 641-652 (2014) - [c9]Liang Ma, Ping Wang, Kai Xue, Du Yong Kim:
Robust GMPHD filter with adaptive target birth. ICCAIS 2014: 19-23 - [c8]Du Yong Kim, Moongu Jeon:
Robust multi-Bernoulli filtering for visual tracking. ICCAIS 2014: 47-51 - 2013
- [j7]Ju Hong Yoon, Du Yong Kim, Kuk-Jin Yoon:
Gaussian mixture importance sampling function for unscented SMC-PHD filter. Signal Process. 93(9): 2664-2670 (2013) - [j6]Du Yong Kim, Moongu Jeon:
Square Root Receding Horizon Information Filters for Nonlinear Dynamic System Models. IEEE Trans. Autom. Control. 58(5): 1284-1289 (2013) - [j5]Du Yong Kim, Moongu Jeon:
Spatio-Temporal Auxiliary Particle Filtering With ℓ1-Norm-Based Appearance Model Learning for Robust Visual Tracking. IEEE Trans. Image Process. 22(2): 511-522 (2013) - [c7]Ju Hong Yoon, Kuk-Jin Yoon, Du Yong Kim:
Multi-object tracking using hybrid observation in PHD filter. ICIP 2013: 3890-3894 - 2012
- [j4]Ju Hong Yoon, Du Yong Kim, Kuk-Jin Yoon:
Efficient importance sampling function design for sequential Monte Carlo PHD filter. Signal Process. 92(9): 2315-2321 (2012) - [c6]Ju Hong Yoon, Du Yong Kim, Kuk-Jin Yoon:
Visual Tracking via Adaptive Tracker Selection with Multiple Features. ECCV (4) 2012: 28-41 - 2011
- [j3]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): 3447-3452 (2011) - 2010
- [c5]Du Yong Kim, Ehwa Yang, Moongu Jeon, Vladimir Shin:
Robust Auxiliary Particle Filter with an Adaptive Appearance Model for Visual Tracking. ACCV (3) 2010: 718-731 - [c4]Du Yong Kim, Ju Hong Yoon, Young Hoon Kim, Vladimir Shin:
Distributed information fusion filter with intermittent observations. FUSION 2010: 1-7 - [c3]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: 4125-4128 - [c2]Du Yong Kim, Ehwa Yang, Moongu Jeon, Vladimir Shin:
Receding Horizon Estimation for Hybrid Particle Filters and Application for Robust Visual Tracking. ICPR 2010: 3508-3512
2000 – 2009
- 2009
- [j2]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) - 2008
- [c1]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: 1065-1069 - 2007
- [j1]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): 2392-2406 (2007)
Coauthor Index
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