Bio-imaging & Brain Engineering Laboratory

 

Our Research Projects

 

l  Deep Learning Projects

-      Human Activity Recognition via CNN and RNN based on Depth Imaging and IMU Sensors

-      Breast Cancer Detection and Recognition via CNN and YOLO

-      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.