『您的瀏覽器不支援JavaScript功能,若網頁功能無法正常使用時,請開啟瀏覽器JavaScript狀態』

跳到主要內容區塊

工業技術研究院

:::

技術名稱: 結合穿戴裝置與智慧閘道器辨識個人關鍵活動特徵技術(v.1)

技術簡介

利用單一穿戴裝置,進行個人關鍵活動特徵辨識,包括透過動作結合心率特徵進行用餐時刻/期間辨識,以及僅透過活動動作特徵進行活動量四級辨識,因此可易於作為後續應用於Meal based智慧提醒以及評估活動量多寡,以協助維持良好的生活與健康型態。

Abstract

Two of the personal key activity recognition using one single wearable device are the meal timing/duration recognition via motion & HR features and the G-sensor based activity level recognition via only motion feature. Therefore, two of the personal key activity recognition are the key feature to trigger meal based smart reminder and assess activity level for maintaining good lifestyle and health status.

技術規格

單一穿戴裝置(包括三軸加速規及心率) 用餐時刻/期間辨識 G-sensor活動量四級(久坐、輕度、中度、重度)辨識

Technical Specification

One single wearable device (include accelerometer and HR) Recognize meal timing/duration Recognize G-sensor based activity levels (sedentary、light、moderate、vigorous

技術特色

僅以單一穿戴裝置(包括三軸加速規及心率),透過動作結合心率特徵進行用餐時刻/期間辨識,以便進行Meal based智慧提醒 僅以單一穿戴裝置(僅三軸加速規),透過活動動作特徵進行活動量四級辨識,以便評估活動量多寡

應用範圍

智慧穿戴與健康照護應用

接受技術者具備基礎建議(設備)

具三軸加速規/心率之穿戴裝置 三軸加速度/心率資料儲存設備 三軸加速度/心率訊號運算模組環境 具人工智慧及深度學習運算設備

接受技術者具備基礎建議(專業)

具動作/活動辨識專業知識 具機器學習、人工智慧、深度學習知識 具穿戴裝置訊號處理知識

技術分類 H-智慧照護

聯絡資訊

聯絡人:林星辰 智慧醫療與照護組

電話:+886-3-5918766 或 Email:starlin@itri.org.tw

客服專線:+886-800-45-8899

傳真:+886-3-5910212

[{"text":"企業網","weight":13.0},{"text":"材化所","weight":11.5},{"text":"機械所","weight":10.0},{"text":"綠能所","weight":9.4},{"text":"生醫所","weight":8.0},{"text":"半導體","weight":6.2},{"text":"南分院","weight":5.0},{"text":"太陽能","weight":5.0},{"text":"課程","weight":5.0},{"text":"遠紅外線","weight":5.0},{"text":"雷射","weight":4.0},{"text":"LED","weight":4.0},{"text":"LED可見光","weight":3.0},{"text":"5G","weight":3.0},{"text":"工研人","weight":3.0},{"text":"電光所","weight":3.0},{"text":"綠能與環境研究所","weight":3.0},{"text":"機械","weight":3.0},{"text":"資通所","weight":2.0},{"text":"面板","weight":2.0},{"text":"文字轉語音","weight":2.0},{"text":"實習","weight":2.0},{"text":"無人機","weight":2.0},{"text":"生醫","weight":2.0},{"text":"3D","weight":2.0},{"text":"v2x","weight":2.0},{"text":"員工","weight":2.0},{"text":"地圖","weight":2.0},{"text":"太陽光電","weight":2.0},{"text":"材料與化工研究所","weight":1.0}]