Concepedia

Bumsoo Kim

BK

Statistics

Publications

6

Citations

364

H-Index

6

Active since

2022

Affiliations

Chung-Ang University(Current)

Bumsoo Kim is an author at Chung-Ang University specializing in computer science, machine learning, and deep learning.

Publications per year

2022–2025

6

Publications

6

Deep learning based active learning technique for data annotation and improve the overall performance of classification models

Sareer Ul Amin, Adnan Hussain, Bumsoo Kim et al. · Expert Systems with Applications · 2023 · 125 citations

Computing, Computer Science, Artificial Intelligence +13

Video Anomaly Detection Utilizing Efficient Spatiotemporal Feature Fusion with 3D Convolutions and Long Short‐Term Memory Modules

Sareer Ul Amin, Bumsoo Kim, Yong-Hoon Jung et al. · Advanced Intelligent Systems · 2024 · 111 citations · Full text

Computing, Computer Science, Computer Vision +16

Enhancing pine wilt disease detection with synthetic data and external attention-based transformers

Sareer Ul Amin, Yong-Hoon Jung, Muhammad Fayaz et al. · Engineering Applications of Artificial Intelligence · 2025 · 52 citations · Full text

Computing, Computer Science, Forestry +16

Enhanced Anomaly Detection in Pandemic Surveillance Videos: An Attention Approach With EfficientNet-B0 and CBAM Integration

Sareer Ul Amin, Muhammad Sibtain Abbas, Bumsoo Kim et al. · IEEE Access · 2024 · 43 citations · Full text

Computing, Computer Science, Computer Vision +16

Harnessing synthetic data for enhanced detection of Pine Wilt Disease: An image classification approach

Yong-Hoon Jung, Sanghyun Byun, Bumsoo Kim et al. · Computers and Electronics in Agriculture · 2024 · 23 citations

Agriculture, Computer Science, Plant Pathology +17

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