Bumsoo Kim

13 papers A 1Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing pine wilt disease detection with synthetic data and external attention-based transformers.
Eng. Appl. Artif. Intell.
Sareer Ul Amin, Yonghoon Jung, Muhammad Fayaz, Bumsoo Kim, Sanghyun Seo
2025 A conf
Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information.
WACV
Bumsoo Kim, Wonseop Shin, Kyuchul Lee, Yonghoon Jung, Sanghyun Seo
2025 J jnl
MultiFloodSynth: Multi-Annotated Flood Synthetic Dataset Generation.
CoRR
YoonJe Kang, Yonghoon Jung, Wonseop Shin, Bumsoo Kim, Sanghyun Seo
2024 J jnl
Cartoon Hallucinations Detection: Pose-aware In Context Visual Learning.
CoRR
Bumsoo Kim, Wonseop Shin, Kyuchul Lee, Sanghyun Seo
2024 J jnl
Enhanced Anomaly Detection in Pandemic Surveillance Videos: An Attention Approach With EfficientNet-B0 and CBAM Integration.
IEEE Access
Sareer Ul Amin, Muhammad Sibtain Abbas, Bumsoo Kim, Yonghoon Jung, Sanghyun Seo
2024 J jnl
Generating 3D Digital Twins of Real Indoor Spaces based on Real-World Point Cloud Data.
KSII Trans. Internet Inf. Syst.
Wonseop Shin, Jaeseok Yoo, Bumsoo Kim, Yonghoon Jung, Muhammad Sajjad, Youngsup Park, Sanghyun Seo
2024 J jnl
Harnessing synthetic data for enhanced detection of Pine Wilt Disease: An image classification approach.
Comput. Electron. Agric.
Yonghoon Jung, SangHyun Byun, Bumsoo Kim, Sareer Ul Amin, Sanghyun Seo
2024 J jnl
Minecraft-ify: Minecraft Style Image Generation with Text-guided Image Editing for In-Game Application.
CoRR
Bumsoo Kim, SangHyun Byun, Yonghoon Jung, Wonseop Shin, Sareer Ul Amin, Sanghyun Seo
2024 J jnl
ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer.
CoRR
Bumsoo Kim, Abdul Muqeet, Kyuchul Lee, Sanghyun Seo
2024 J jnl
Video Anomaly Detection Utilizing Efficient Spatiotemporal Feature Fusion with 3D Convolutions and Long Short-Term Memory Modules.
Adv. Intell. Syst.
Sareer Ul Amin, Bumsoo Kim, Yonghoon Jung, Sanghyun Seo, Sangoh Park
2023 J jnl
Deep learning based active learning technique for data annotation and improve the overall performance of classification models.
Expert Syst. Appl.
Sareer Ul Amin, Adnan Hussain, Bumsoo Kim, Sanghyun Seo
2023 J jnl
EfficientNetV2-based dynamic gesture recognition using transformed scalogram from triaxial acceleration signal.
J. Comput. Des. Eng.
Bumsoo Kim, Sanghyun Seo
2023 J jnl
Transfer Learning based Parameterized 3D Mesh Deformation with 2D Stylized Cartoon Character.
KSII Trans. Internet Inf. Syst.
SangHyun Byun, Bumsoo Kim, Wonseop Shin, Yonghoon Jung, Sanghyun Seo