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1. Deep Learning


Recurrent Neural Network(RNN)를 활용한 휴먼행위 인식 기술



Recurrent Neural Network(RNN)를 활용한 휴먼행위 인식 기술



Convolutional Neural Network을 활용한 글자 영상 판독 기술



Convolutional Neural Network를 활용한 사람/비사람 영상 판독 기술






Automatic Computer-Aided Diagnosis of Breast Cancer in Digital Mammograms via Deep Belief Network



2. 3D Human Pose Recognition & Human Activity Recognition


Hand Gesture Recognition

뎁스 영상 기반 핸드 포즈 인식 기술



Algorithm of 3D Human Pose Recognition



Life-Logging Results & Application Services using Human Activity Recognition based on Depth Sensor



3. Human Activity Recognition using Accelerometer



Activity & Exercise Information Measurement System based on Accelerometer Sensor



Activity & Exercise Information Measurement System based on Accelerometer Sensor



Exercise Information Results using Human Activity Recognition



4. Neural Signal Processing


(Neural Activity Modulation via Ultrasound Stimulation Measured on Multi-Channel Electrodes )


Experimental Concept   Experiment Setup

Raster plots of neural spikes recorded with 60 channel MEA of Ultrasound stimulation



5. Brain Computer Interface(BCI)



Brain Computer Interface(BCI) Concept



Word typing paradigms. (a) the first paradigm for initial character typing, (b) a screen with the suggested words, (c) the second paradigm for a word selection, and (d) a display showing the final typed word.



6. Sleep Analysis


Sleep Analysis


Sleep Analysis



Sleep Analysis



Automatic PSG System