Digital Library

1. 1. Development of a Hybrid Deep-Learning Model for the Human Activity Recognition based on the Wristband Accelerometer Signals
   Seungmin Jeong, Dongik Oh, Vol. 22, No. 3, pp. 9-16, Jun. 2021
   10.7472/jksii.2021.22.3.9
   Keywords: Activities of Daily Living, Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction
2. 2. Development of a Machine-Learning based Human Activity Recognition System including Eastern-Asian Specific Activities
   Seungmin Jeong, Cheolwoo Choi, Dongik Oh, Vol. 21, No. 4, pp. 127-135, Aug. 2020
   10.7472/jksii.2020.21.4.127
   Keywords: Human Activity Recognition, Smartwatch, Accelerometer, Machine Learning, Activity Classification, feature extraction, feature reduction
3. 3. A Method for Body Keypoint Localization based on Object Detection using the RGB-D information
   Seohee Park, Junchul Chun, Vol. 18, No. 6, pp. 85-92, Dec. 2017
   10.7472/jksii.2017.18.6.85
   Keywords: video surveillance, Object Detection, Body Keypoint Localization, Convolutional Pose Machines, Belief Map, Human Activity Recognition