Bio-imaging & Brain Engineering Laboratory

Our Research Projects

l Deep Learning Projects

- Deep Reinforcement Learning & Anthropomorphic Robotic hand: Edwin et al., 2020

- RGB-뎁스 영상 기반의 사람 양손 동작 인식 딥러닝 CNN 기술 (RGB-Depth 카메라와 Deep Convolutional Neural Nets 기반의 실시간 사람 양손 3D 포즈 추정)

- Human Activity Recognition via CNN and RNN based on Depth Imaging and IMU Sensors: J.H. Park et al., 2017; S.U. Park et al., 2016

- Breast Cancer Detection and Recognition via Deep Learning DBN: M. A. Al-antari et al., 2017

- Breast Cancer Computer Aided Diagnosis (CAD) Systems via Deep Learning: Mugahed et al., 2018 Mohammed et al., 2018

- Skin Lesion Segmentation via Deep Learning: Mohammed et al., 2018

- ISIC 2018 Deep Learning Skin Lesion Segmentation, Detection, and Diagnosis Challenge Leaderboards (Bioimaging-KHU) ranked 42 out of 112

- Samsung Display TFT Display Defects Detection and Classification

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l 3D Depth Imaging, Human Pose Recognition, & Human Activity Recognition

- Human Pose Recognition from Depth Images: Nguyen Duc Thang et al., 2011

- Human Activity Recognition from Depth Images: Md. Zia Uddin et al., 2010; A. Jalal et al., 2012

- Gesture Recognition

- Human Computer Interaction

l Motion Sensor-based Human Activity Recognition

- Human Activity Recognition Using Accelerometers: A.M. Khan et al., 2010; A.M. Khan et al., 2010

- Personal Life Logging: Myung-Woo Lee et al., 2011

l Smart Home Technologies: Activity Recognition, Life Logging, Gesture Interface, HCI

l u-Lifecare Research Center

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l Brain Stimulation Technologies

- Transcranial Direct Current Stimulation (tDCS): Lee et al., 2009; W. H. Lee et al., 2012; H. S. Suh et al., 2012

- Transmagnetic Magnetic Stimulation (TMS): Y.S. Cho et al., 2010

- Brain Stimulation via Ultrasound

l Brain Computer Interface (BCI)

- P300-based BCI: Khan et al., 2012

- P300-based Word Typing BCI Systems

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l Ultrasonic Imaging

- Ultrafine Ultrasound: Kim et al., 2003

- Ultrasound Computed Tomography: Kim et al., 2003; Marmarleis et al., 2003; Kim et al., 2005; Jeong et al., 2004;

- Ultrasonic Soft Tissue Differentiation: Kim et al., 2003; Jeong et al., 2005;

- Finite Element Analysis of Ultrasound Propagation: Kim et al., 2009;

- Ultrasound Pulse Detection: Kim et al., 2009;

- Ultrasound and Bone: S.H Kim et al., 2009

- Photoacoustic Imaging

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l Magnetic Resonance Imaging (MRI)

- Functional MRI: Singh et al., 2002; Jeong et al., 2004

- Breast MREIT: Lee at al., 2006

l Bioelectromagnetic Brain Imaging

- EEG/MEG: T.S. Kim et al., 2002

- Finite Element Analysis of Bioelectromagnetics: Lee et al., 2006

l Biomedical Signal & Image Processing

- Independent Component Analysis: Tahir et al., 2009;

- Medical Image Enhancement and Denoising: Truc et al., 2009;

- Image Segmentation: Truc et al., 2008; Truc et al., 2009;

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*For more details, please visit the publication page.