Personal information

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Employment (1)

Kyungpook National University: Daegu, KR

1998-08-01 to present | Professor (School of Computer Science and Engineering)
Employment
Source: Self-asserted source
Soon Ki Jung

Education and qualifications (1)

KAIST: Daejon, KR

1992-03-01 to 1997-02-25 | Ph.D (Computer Science)
Education
Source: Self-asserted source
Soon Ki Jung

Works (50 of 127)

Items per page:
Page 1 of 3

HeightNet: Monocular Object Height Estimation

Electronics
2023-01 | Journal article | Author
Contributors: In Su Kim; Hyeongbok Kim; Seungwon Lee; Soon Ki Jung
Source: check_circle
Multidisciplinary Digital Publishing Institute

Development of STEM-Based AI Education Program for Sustainable Improvement of Elementary Learners

Sustainability
2022-11 | Journal article | Author
Contributors: Junhyeok Jang; Jaecheon Jeon; Soon Ki Jung
Source: check_circle
Multidisciplinary Digital Publishing Institute

4G-VOS: Video Object Segmentation using guided context embedding

Knowledge-Based Systems
2021 | Journal article
EID:

2-s2.0-85114296612

Part of ISSN: 09507051
Contributors: Fiaz, M.; Zaheer, M.Z.; Mahmood, A.; Lee, S.-I.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Challenges and Applications of Face Deepfake

Communications in Computer and Information Science
2021 | Book
EID:

2-s2.0-85112707842

Part of ISSN: 18650937 18650929
Contributors: Laishram, L.; Rahman, M.M.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Multi-modal data analysis based game player experience modeling using lstm-dnn

Computers, Materials and Continua
2021 | Journal article
EID:

2-s2.0-85105624347

Part of ISSN: 15462226 15462218
Contributors: Farooq, S.S.; Fiaz, M.; Mehmood, I.; Bashir, A.K.; Nawaz, R.; Kim, K.J.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Multi-modality Based Affective Video Summarization for Game Players

Communications in Computer and Information Science
2021 | Book
EID:

2-s2.0-85112695144

Part of ISSN: 18650937 18650929
Contributors: Farooq, S.S.; Aziz, A.; Mukhtar, H.; Fiaz, M.; Baek, K.Y.; Choi, N.; Yun, S.B.; Kim, K.J.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Robust Foreground Segmentation in RGBD Data from Complex Scenes Using Adversarial Networks

Communications in Computer and Information Science
2021 | Book
EID:

2-s2.0-85112697607

Part of ISSN: 18650937 18650929
Contributors: Sultana, M.; Bouwmans, T.; Giraldo, J.H.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Robust Tracking via Feature Enrichment and Overlap Maximization

Communications in Computer and Information Science
2021 | Book
EID:

2-s2.0-85112734564

Part of ISSN: 18650937 18650929
Contributors: Fiaz, M.; Ali, K.; Yun, S.B.; Baek, K.Y.; Lee, H.J.; Kim, I.S.; Mahmood, A.; Farooq, S.S.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

The Emerging Field of Graph Signal Processing for Moving Object Segmentation

Communications in Computer and Information Science
2021 | Book
EID:

2-s2.0-85112723482

Part of ISSN: 18650937 18650929
Contributors: Giraldo, J.H.; Javed, S.; Sultana, M.; Jung, S.K.; Bouwmans, T.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Unsupervised Moving Object Detection in Complex Scenes Using Adversarial Regularizations

IEEE Transactions on Multimedia
2021 | Journal article
EID:

2-s2.0-85087513277

Part of ISSN: 19410077 15209210
Contributors: Sultana, M.; Mahmood, A.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Adaptive Feature Selection Siamese Networks for Visual Tracking

Communications in Computer and Information Science
2020 | Book
EID:

2-s2.0-85087531104

Part of ISSN: 18650937 18650929
Contributors: Fiaz, M.; Rahman, M.M.; Mahmood, A.; Farooq, S.S.; Baek, K.Y.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Deep Matting for AR Based Interior Design

Communications in Computer and Information Science
2020 | Book
EID:

2-s2.0-85090035513

Part of ISSN: 18650937 18650929
Contributors: Sultana, M.; Kim, I.S.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Detection of Speech Impairments in Parkinson Disease Using Handcrafted Feature-Based Model on Spanish Speech Corpus

Communications in Computer and Information Science
2020 | Book
EID:

2-s2.0-85090048980

Part of ISSN: 18650937 18650929
Contributors: Zahid, L.; Maqsood, M.; Farooq, S.S.; Aadil, F.; Mehmood, I.; Fiaz, M.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Dynamic Background Subtraction Using Least Square Adversarial Learning

Proceedings - International Conference on Image Processing, ICIP
2020 | Conference paper
EID:

2-s2.0-85098659546

Part of ISSN: 15224880
Contributors: Sultana, M.; Mahmood, A.; Bouwmans, T.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Early Wildfire Detection Using Convolutional Neural Network

Communications in Computer and Information Science
2020 | Book
EID:

2-s2.0-85090049042

Part of ISSN: 18650937 18650929
Contributors: Oh, S.H.; Ghyme, S.W.; Jung, S.K.; Kim, G.-W.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Efficient Visual Tracking with Stacked Channel-Spatial Attention Learning

IEEE Access
2020 | Journal article
EID:

2-s2.0-85086302639

Part of ISSN: 21693536
Contributors: Rahman, M.M.; Fiaz, M.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Preface

Communications in Computer and Information Science
2020 | Book
EID:

2-s2.0-85090048307

Part of ISSN: 18650937 18650929
Contributors: Kawasaki, H.; Jo, K.; Ohyama, W.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Unsupervised Adversarial Learning for Dynamic Background Modeling

Communications in Computer and Information Science
2020 | Book
EID:

2-s2.0-85090032975

Part of ISSN: 18650937 18650929
Contributors: Sultana, M.; Mahmood, A.; Bouwmans, T.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Welcome message from conference chair

2020 8th International Conference on Orange Technology, ICOT 2020
2020 | Conference paper
EID:

2-s2.0-85112453727

Contributors: Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Siamese High-Level Feature Refine Network for Visual Object Tracking

Electronics
2020-11 | Journal article | Author
Contributors: Md. Maklachur Rahman; MD RISHAD AHMED; Lamyanba Laishram; Seock Ho Kim; Soon Ki Jung
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Improving Object Tracking by Added Noise and Channel Attention

Sensors
2020-07 | Journal article | Author
Contributors: Mustansar Fiaz; Arif Mahmood; Ki Yeol Baek; Sehar Shahzad Farooq; Soon Ki Jung
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Learning Soft Mask Based Feature Fusion with Channel and Spatial Attention for Robust Visual Object Tracking

Sensors
2020-07 | Journal article | Author
Contributors: Mustansar Fiaz; Arif Mahmood; Soon Ki Jung
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Brain mri segmentation using rule-based hybrid approach

arXiv
2019 | Other
EID:

2-s2.0-85093744483

Part of ISSN: 23318422
Contributors: Fiaz, M.; Ali, K.; Rehman, A.; Gul, M.J.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Complete moving object detection in the context of robust subspace learning

Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019
2019 | Conference paper
EID:

2-s2.0-85081645003

Contributors: Sultana, M.; Mahmood, A.; Bouwmans, T.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Convolutional neural network with structural input for visual object tracking

Proceedings of the ACM Symposium on Applied Computing
2019 | Conference paper
EID:

2-s2.0-85065660584

Contributors: Fiaz, M.; Mahmood, A.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Deep Learning based Effective Surveillance System for Low-Illumination Environments

International Conference on Ubiquitous and Future Networks, ICUFN
2019 | Conference paper
EID:

2-s2.0-85071877974

Part of ISSN: 21658536 21658528
Contributors: Kim, I.S.; Jeong, Y.; Kim, S.H.; Jang, J.S.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Deep neural network concepts for background subtraction: A systematic review and comparative evaluation

Neural Networks
2019 | Journal article
EID:

2-s2.0-85065909069

Part of ISSN: 18792782 08936080
Contributors: Bouwmans, T.; Javed, S.; Sultana, M.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Handcrafted and deep trackers: Recent visual object tracking approaches and trends

ACM Computing Surveys
2019 | Journal article
EID:

2-s2.0-85065711483

Part of ISSN: 15577341 03600300
Contributors: Fiaz, M.; Mahmood, A.; Javed, S.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Illumination Invariant Foreground Object Segmentation using ForeGANs

arXiv
2019 | Other
EID:

2-s2.0-85093438496

Part of ISSN: 23318422
Contributors: Sultana, M.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Moving Object Detection in Complex Scene Using Spatiotemporal Structured-Sparse RPCA

IEEE Transactions on Image Processing
2019 | Journal article
EID:

2-s2.0-85054481721

Part of ISSN: 10577149
Contributors: Javed, S.; Mahmood, A.; Al-Maadeed, S.; Bouwmans, T.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Smart human computer interaction special track on our topic

Proceedings of the ACM Symposium on Applied Computing
2019 | Conference paper
EID:

2-s2.0-85065653917

Contributors: Paul, A.; Jung, S.K.; Ahmad, A.; Ganesh Kumar, P.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Two stream deep CNN-RNN attentive pooling architecture for video-based person re-identification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2019 | Book
EID:

2-s2.0-85063028349

Part of ISSN: 16113349 03029743
Contributors: Ansar, W.; Fraz, M.M.; Shahzad, M.; Gohar, I.; Javed, S.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Unsupervised deep context prediction for background estimation and foreground segmentation

Machine Vision and Applications
2019 | Journal article
EID:

2-s2.0-85057341925

Part of ISSN: 14321769 09328092
Contributors: Sultana, M.; Mahmood, A.; Javed, S.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

A prototype of a self-motion training system based on deep convolutional neural network and multiple FAMirror

Proceedings of the 2018 Research in Adaptive and Convergent Systems, RACS 2018
2018 | Conference paper
EID:

2-s2.0-85056897623

Contributors: Baek, K.Y.; Kim, I.S.; Jang, J.S.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Comparative study of ECO and CFNet trackers in noisy environment

arXiv
2018 | Other
EID:

2-s2.0-85092973007

Part of ISSN: 23318422
Contributors: Fiaz, M.; Javed, S.; Mahmood, A.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Deep neural network concepts for background subtraction: A systematic review and comparative evaluation

arXiv
2018 | Other
EID:

2-s2.0-85093778352

Part of ISSN: 23318422
Contributors: Bouwmans, T.; Javed, S.; Sultana, M.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Handcrafted and Deep Trackers: Recent Visual Object Tracking Approaches and Trends

arXiv
2018 | Other
EID:

2-s2.0-85095203276

Part of ISSN: 23318422
Contributors: Fiaz, M.; Mahmood, A.; Javed, S.; Jung, S.K.I.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Spatiotemporal Low-Rank Modeling for Complex Scene Background Initialization

IEEE Transactions on Circuits and Systems for Video Technology
2018 | Journal article
EID:

2-s2.0-85044860799

Part of ISSN: 10518215
Contributors: Javed, S.; Mahmood, A.; Bouwmans, T.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Tracking noisy targets: A review of recent object tracking approaches

arXiv
2018 | Other
EID:

2-s2.0-85093706805

Part of ISSN: 23318422
Contributors: Fiaz, M.; Mahmood, A.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Unsupervised deep context prediction for background estimation and foreground segmentation

arXiv
2018 | Other
EID:

2-s2.0-85093721026

Part of ISSN: 23318422
Contributors: Sultana, M.; Mahmood, A.; Javed, S.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Unsupervised RGBD video object segmentation using GANs

arXiv
2018 | Other
EID:

2-s2.0-85094242239

Part of ISSN: 23318422
Contributors: Sultana, M.; Mahmood, A.; Javed, S.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Advanced optical feedback of redesigned focused augmented mirror-based facial makeup system

Information (Japan)
2017 | Journal article
EID:

2-s2.0-85040834553

Part of ISSN: 13448994 13434500
Contributors: Ku, J.H.; Jang, J.S.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Background-Foreground Modeling Based on Spatiotemporal Sparse Subspace Clustering

IEEE Transactions on Image Processing
2017 | Journal article
EID:

2-s2.0-85028697218

Part of ISSN: 10577149
Contributors: Javed, S.; Mahmood, A.; Bouwmans, T.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Decomposition into low-rank plus additive matrices for background/foreground separation: A review for a comparative evaluation with a large-scale dataset

Computer Science Review
2017 | Journal article
EID:

2-s2.0-85007241844

Part of ISSN: 15740137
Contributors: Bouwmans, T.; Sobral, A.; Javed, S.; Jung, S.K.; Zahzah, E.-H.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Focused augmented mirror based on human visual perception

Visual Computer
2017 | Journal article
EID:

2-s2.0-84957624612

Part of ISSN: 01782789
Contributors: Jang, J.S.; Choi, S.H.; Jung, G.S.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Improving OR-PCA via smoothed spatially-consistent low-rank modeling for background subtraction

Proceedings of the ACM Symposium on Applied Computing
2017 | Conference paper
EID:

2-s2.0-85020866162

Contributors: Javed, S.; Bouwmans, T.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Local binary pattern variants-based adaptive texture features analysis for posed and nonposed facial expression recognition

Journal of Electronic Imaging
2017 | Journal article
EID:

2-s2.0-85032864446

Part of ISSN: 1560229X 10179909
Contributors: Sultana, M.; Bhatti, N.; Javed, S.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Moving Object Detection on RGB-D Videos Using Graph Regularized Spatiotemporal RPCA

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
EID:

2-s2.0-85041123980

Part of ISSN: 16113349 03029743
Contributors: Javed, S.; Bouwmans, T.; Sultana, M.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

Reduced keyframes for fast bundle adjustment using point and line features in MonoSLAM

2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017
2017 | Conference paper
EID:

2-s2.0-85042760640

Contributors: Nagaraja, C.G.; Jo, I.H.; Jang, J.S.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier

SBMI-LTD: Stationary background model initialization based on low-rank tensor decomposition

Proceedings of the ACM Symposium on Applied Computing
2017 | Conference paper
EID:

2-s2.0-85015144142

Contributors: Javed, S.; Bouwmans, T.; Jung, S.K.
Source: Self-asserted source
Soon Ki Jung via Scopus - Elsevier
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