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Research Papers
An Empirical Study on Improving the Accuracy of Demand Forecasting Based on Multi-Machine Learning
Myunghwa Kim, Yeonjun Lee, Sangwoo Park, Kunwoo Kim, Taehee Kim
J. KIMS Technol. 2024;27(3):406-415.   Published online June 5, 2024
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A Study on the Explainability of Inception Network-Derived Image Classification AI Using National Defense Data
Kangun Cho
J. KIMS Technol. 2024;27(2):256-264.   Published online April 5, 2024
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Research for Drone Target Classification Method Using Deep Learning Techniques
Soonhyeon Choi, Incheol Cho, Junseok Hyun, Wonjun Choi, Sunghwan Sohn, Jung-Woo Choi
J. KIMS Technol. 2024;27(2):189-196.   Published online April 5, 2024
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Performance Analysis of Deep Learning-Based Detection/Classification for SAR Ground Targets with the Synthetic Dataset
Ji-Hoon Park
J. KIMS Technol. 2024;27(2):147-155.   Published online April 5, 2024
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Prognosis of Blade Icing of Rotorcraft Drones through Vibration Analysis
Seonwoo Lee, Jaeseok Do, Jangwook Hur
J. KIMS Technol. 2024;27(1):1-7.   Published online February 5, 2024
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Synthetic Image Generation for Military Vehicle Detection
Se-Yoon Oh, Hunmin Yang
J. KIMS Technol. 2023;26(5):392-399.   Published online December 5, 2023
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Camouflaged Adversarial Patch Attack on Object Detector
Jeonghun Kim, Hunmin Yang, Se-Yoon Oh
J. KIMS Technol. 2023;26(1):44-53.   Published online February 5, 2023
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A Study of Real-time Semantic Segmentation Performance Improvement in Unstructured Outdoor Environment
Daeyoung Kim, Seunguk Ahn, Seung-Woo Seo
J. KIMS Technol. 2022;25(6):606-616.   Published online December 5, 2022
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A Study on the Classification of Military Airplanes in Neighboring Countries Using Deep Learning and Various Data Augmentation Techniques
Chanwoo Lee, Hajun Hwang, Hyeok Kwon, Seungryeong Baik, Wooju Kim
J. KIMS Technol. 2022;25(6):572-579.   Published online December 5, 2022
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Similarity Analysis Between SAR Target Images Based on Siamese Network
Ji-Hoon Park
J. KIMS Technol. 2022;25(5):462-475.   Published online October 5, 2022
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SAR Image Target Detection based on Attention YOLOv4
Jongmin Park, Geunhyuk Youk, Munchurl Kim
J. KIMS Technol. 2022;25(5):443-461.   Published online October 5, 2022
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SAR Recognition of Target Variants Using Channel Attention Network without Dimensionality Reduction
Ji-Hoon Park, Yeo-Reum Choi, Dae-Young Chae, Ho Lim
J. KIMS Technol. 2022;25(3):219-230.   Published online June 5, 2022
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A Study on the Acquisition of Identification Information from Warship Image with Deep Learning
Jiyoung Kang, Wooju Kim
J. KIMS Technol. 2022;25(1):55-64.   Published online February 5, 2022
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A Dataset of Ground Vehicle Targets from Satellite SAR Images and Its Application to Detection and Instance Segmentation
JI-Hoon Park, Yeo-Reum Choi, Dae-Young Chae, Ho Lim, Ji Hee Yoo
J. KIMS Technol. 2022;25(1):30-44.   Published online February 5, 2022
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