JICS

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. 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. 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. 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. 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. 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

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