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
4. 4. Fall Detection for Mobile Phone based on Movement Pattern
   Viet Vo, Thang Minh Hoang, Chang-Moo Lee, Deok-Jai Choi, Vol. 13, No. 4, pp. 23-32, Aug. 2012
   10.7472/jksii.2012.13.4.23
   Keywords: Activity recognition, falling event, context aware, accelerometer sensor, orientation sensor
5. 5. Agent's Activities based Intention Recognition Computing
   Jin-Ok Kim, Vol. 13, No. 2, pp. 87-98, Apr. 2012
   10.7472/jksii.2012.13.2.87
   Keywords: Intent Inference, Activity recognition, Human Computer Interaction, Hidden Markov Model
6. 6. Human Activity Recognition using an Image Sensor and a 3-axis Accelerometer Sensor
   Yun-Young Nam, Yoo-Joo Choi, We-Duke Cho, Vol. 11, No. 1, pp. 129-142, Feb. 2010
   Keywords: Activity recognition, multi-sensor, wearable device, pattern recognition, SVM, Ubiquitous