Concepedia

Sangmin Lee

SL

25

Publications

1K

Citations

15

H-Index

1998

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Electronics and Telecommunications Research Institute

École Polytechnique Fédérale de Lausanne

Sangmin Lee is an author at Korea Advanced Institute of Science and Technology specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningComputer VisionData ScienceImage AnalysisComputer ScienceMachine VisionVideo UnderstandingVirtual Reality

Publications per year

1998–2025

25

Publications

25

Difference engine

Diwaker Gupta, Sangmin Lee, Michael Vrable et al. · Communications of the ACM · 2010 · 232 citations

Cluster Computing, Engineering, Computer Architecture +16

Structure Boundary Preserving Segmentation for Medical Image With Ambiguous Boundary

Hong Joo Lee, Jung Uk Kim, Sangmin Lee et al. · 2020 · 143 citations

Medical Image Segmentation, Engineering, Machine Learning +22

BMAN: Bidirectional Multi-Scale Aggregation Networks for Abnormal Event Detection

Sangmin Lee, Hak Gu Kim, Yong Man Ro · IEEE Transactions on Image Processing · 2019 · 141 citations

Anomaly Detection, Machine Learning, Engineering +22

VRSA Net: VR Sickness Assessment Considering Exceptional Motion for 360° VR Video

Hak Gu Kim, Heoun-taek Lim, Sangmin Lee et al. · IEEE Transactions on Image Processing · 2018 · 81 citations

Engineering, Machine Learning, Video Interpretation +19

Wearable IMU-Based Human Activity Recognition Algorithm for Clinical Balance Assessment Using 1D-CNN and GRU Ensemble Model

Yeon-Wook Kim, Joa Kyunglim, Han-young Jeong et al. · Sensors · 2021 · 60 citations · Full text

Wearable System, Convolutional Neural Network, Physical Activity +24

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