Keyword : human activity recognition

The Effect of Axis-Wise Triaxial Acceleration Data Fusion in CNN-Based Human Activity Recognition
Xinxin HAN Jian YE Jia LUO Haiying ZHOU 
Publication Date: 2020/04/01
Vol. E103-D  No. 4 ; pp. 813-824
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
triaxial accelerometerhuman activity recognitiondata fusionconvolutional neural network
 Summary | Full Text:PDF(2.2MB)

Daily Activity Recognition with Large-Scaled Real-Life Recording Datasets Based on Deep Neural Network Using Multi-Modal Signals
Tomoki HAYASHI Masafumi NISHIDA Norihide KITAOKA Tomoki TODA Kazuya TAKEDA 
Publication Date: 2018/01/01
Vol. E101-A  No. 1 ; pp. 199-210
Type of Manuscript:  PAPER
Category: Engineering Acoustics
human activity recognitionactivity of daily livingdatabasedeep neural networksadaptation
 Summary | Full Text:PDF(4.1MB)

Implementation of HMM-Based Human Activity Recognition Using Single Triaxial Accelerometer
Chang Woo HAN Shin Jae KANG Nam Soo KIM 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2010/07/01
Vol. E93-A  No. 7 ; pp. 1379-1383
Type of Manuscript:  LETTER
Category: Digital Signal Processing
human activity recognitiontriaxial accelerometerHMMstate transition model
 Summary | Full Text:PDF(601.7KB)