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S

Sook Yoon

Mokpo National University

27H-index
111Paper Count
4.1KCitation Count
Published Papers 43
Publication Date
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Dynamic recognition on plant species and diseases using mean teacher network
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2026-01-21
err0
errOAAI
errMeng, Yao; Yoon, Sook; Xu, Mingle; Jeong, Yongchae; Park, Dong Sun
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Multi-camera fusion and bird-eye view location mapping for deep learning-based cattle behavior monitoring
errARTIFICIAL INTELLIGENCE IN AGRICULTURE
IF12.4
err2025-12-01
err6
errOAAI
errNasir, Muhammad Fahad; Fuentes, Alvaro; Han, Shujie; Liu, Jiaqi; Jeong, Yongchae; Yoon, Sook; Park, Dong Sun
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errSave
HanwooReID: Multi-view cattle re-identification with pose-aware transformer enhancements
errComputers and Electronics in Agriculture
IF8.9
err2025-10-18
err0
PREAI
errJiaqi Liu; Alvaro Fuentes; Shujie Han; Yongchae Jeong; Sook Yoon; Dong Sun Park
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errSave
Knowledge-Enhanced Deep Learning for Identity-Preserved Multi-Camera Cattle Tracking
errAgriculture 2025, Vol. 15, Page 1970
IF3.6
err2025-09-27
err0
errOAAI
errShujie Han; Alvaro Fuentes; Jiaqi Liu; Zihan Du; Jongbin Park; Jucheng Yang; Yongchae Jeong; Sook Yoon; Dong Sun Park
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errSave
AI-Driven decisions for smarter, sustainable greenhouse vegetable production
errINTERNATIONAL JOURNAL OF VEGETABLE SCIENCE
IF0
err2025-09-01
err1
PREAI
errFuentes, Alvaro; Yoon, Sook; Park, Dong Sun
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errSave
Enhancing anomaly detection in plant disease recognition with knowledge ensemble
errFrontiers in Plant Science
IF4.8
err2025-08-15
err0
errOAAI
errJiuqing Dong; Heng Zhou; Alvaro Fuentes; Sook Yoon; Dong Sun Park
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errSave
Utilizing farm knowledge for indoor precision livestock farming: Time-domain adaptation of cattle face recognition
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2025-07-01
err0
PREAI
errHan, Shujie; Fuentes, Alvaro; Park, Jongbin; Yoon, Sook; Yang, Jucheng; Jeong, Yongchae; Park, Dong Sun
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errSave
Visual information guided multi-modal model for plant disease anomaly detection
errSMART AGRICULTURAL TECHNOLOGY
IF5.7
err2024-12-01
err0
errOAAI
errDong, Jiuqing; Yao, Yifan; Fuentes, Alvaro; Jeong, Yongchae; Yoon, Sook; Park, Dong Sun
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errSave
Plant disease recognition datasets in the age of deep learning: challenges and opportunities
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2024-09-27
err1
errOAAI
errXu, Mingle; Park, Ji-Eun; Lee, Jaehwan; Yang, Jucheng; Yoon, Sook
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errSave
The impact of fine-tuning paradigms on unknown plant diseases recognition
errSCIENTIFIC REPORTS
IF3.9
err2024-08-02
err1
errOAAI
errDong, Jiuqing; Fuentes, Alvaro; Zhou, Heng; Jeong, Yongchae; Yoon, Sook; Park, Dong Sun
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errSave
Editorial: Advanced AI methods for plant disease and pest recognition
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2024-05-30
err0
errOAAI
errYang, Jucheng; Liu, Tonghai; Yoon, Sook; Fuentes, Alvaro; Wu, Yalin
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errSave
Variation-aware semantic image synthesis
errIMAGE AND VISION COMPUTING
IF4.2
err2024-02-01
err0
errOAAI
errXu, Mingle; Lee, Jaehwan; Yoon, Sook; Kim, Hyongsuk; Park, Dong Sun
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errSave
Known and unknown class recognition on plant species and diseases
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2023-12-01
err2
PREAI
errMeng, Yao; Xu, Mingle; Kim, Hyongsuk; Yoon, Sook; Jeong, Yongchae; Park, Dong Sun
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errSave
An iterative noisy annotation correction model for robust plant disease detection
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2023-10-13
err3
errOAAI
errDong, Jiuqing; Fuentes, Alvaro; Yoon, Sook; Kim, Hyongsuk; Park, Dong Sun
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errSave
A New Deep Learning-based Dynamic Paradigm Towards Open-World Plant Disease Detection
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2023-10-02
err4
errOAAI
errDong, Jiuqing; Fuentes, Alvaro; Yoon, Sook; Kim, Hyongsuk; Jeong, Yongchae; Park, Dong Sun
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errSave
Embracing limited and imperfect training datasets: opportunities and challenges in plant disease recognition using deep learning
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2023-09-22
err8
errOAAI
errXu, Mingle; Kim, Hyongsuk; Yang, Jucheng; Fuentes, Alvaro; Meng, Yao; Yoon, Sook; Kim, Taehyun; Park, Dong Sun
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errSave
Deep learning-based multi-cattle tracking in crowded livestock farming using video
errCOMPUTERS AND ELECTRONICS IN AGRICULTURE
IF8.9
err2023-09-01
err12
PREAI
errHan, Shujie; Fuentes, Alvaro; Yoon, Sook; Jeong, Yongchae; Kim, Hyongsuk; Park, Dong Sun
errShare
errSave
Local refinement mechanism for improved plant leaf segmentation in cluttered backgrounds
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2023-08-30
err1
errOAAI
errMa, Ruihan; Fuentes, Alvaro; Yoon, Sook; Lee, Woon Yong; Kim, Sang Cheol; Kim, Hyongsuk; Park, Dong Sun
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errSave
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning
errPATTERN RECOGNITION
IF7.6
err2023-05-01
err176
errOAAI
errXu, Mingle; Yoon, Sook; Fuentes, Alvaro; Park, Dong Sun
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errSave
Editorial: Machine learning and artificial intelligence for smart agriculture, volume II
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2023-04-20
err2
errOAAI
errZhang, Shanwen; Zhang, Chuanlei; Park, Dong Sun; Yoon, Sook
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errSave

Research Directions

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Co-authors
Cooperation Journals
A
Athanasios V. Vasilakos
H-index: 132 · Papers: 1.1K
N
Naixue Xiong
H-index: 90 · Papers: 1.1K
J
John J. Lee
H-index: 44 · Papers: 414
H
Hyongsuk Kim
H-index: 38 · Papers: 287
周
周斌 (Bin Zhou)
H-index: 38 · Papers: 243
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