西安电子科技大学学报(自然科学版)
西安電子科技大學學報(自然科學版)
서안전자과기대학학보(자연과학판)
JOURNAL OF XIDIAN UNIVERSITY(NATURAL SCIENCE)
2014年
5期
91-97
,共7页
杨增印%马建峰%孙聪%黄德俊%叶春晓%陆地群
楊增印%馬建峰%孫聰%黃德俊%葉春曉%陸地群
양증인%마건봉%손총%황덕준%협춘효%륙지군
数字图像处理%光电容积脉搏波%图像频谱分割%智能手机%心率
數字圖像處理%光電容積脈搏波%圖像頻譜分割%智能手機%心率
수자도상처리%광전용적맥박파%도상빈보분할%지능수궤%심솔
digital image processing%photo plethysmo graphy%image spectrum segmentation%smartphone%heart rate
在智能手机上,仅利用手机摄像头采集手指颜色的变化图像,实现人体心率的测量.采用图像频谱分割法对采集的手指图像进行滤波,结合3种像素包含的信息及包含的信息的差异性,利用3种像素功率密度谱加权计算出光电容积脉搏波.通过相隔点检测波峰法检测光电容积脉搏波信号,测出人体心率.将测量结果与标准仪器测量结果进行对比,平均误差为1.82%,与真实值的相关系数大于90%,证明了从手指图像测量出人体心率参数的可靠性.将该测量方法应用到手机上,能极大地方便慢性病人对自己健康状态的监控.
在智能手機上,僅利用手機攝像頭採集手指顏色的變化圖像,實現人體心率的測量.採用圖像頻譜分割法對採集的手指圖像進行濾波,結閤3種像素包含的信息及包含的信息的差異性,利用3種像素功率密度譜加權計算齣光電容積脈搏波.通過相隔點檢測波峰法檢測光電容積脈搏波信號,測齣人體心率.將測量結果與標準儀器測量結果進行對比,平均誤差為1.82%,與真實值的相關繫數大于90%,證明瞭從手指圖像測量齣人體心率參數的可靠性.將該測量方法應用到手機上,能極大地方便慢性病人對自己健康狀態的鑑控.
재지능수궤상,부이용수궤섭상두채집수지안색적변화도상,실현인체심솔적측량.채용도상빈보분할법대채집적수지도상진행려파,결합3충상소포함적신식급포함적신식적차이성,이용3충상소공솔밀도보가권계산출광전용적맥박파.통과상격점검측파봉법검측광전용적맥박파신호,측출인체심솔.장측량결과여표준의기측량결과진행대비,평균오차위1.82%,여진실치적상관계수대우90%,증명료종수지도상측량출인체심솔삼수적가고성.장해측량방법응용도수궤상,능겁대지방편만성병인대자기건강상태적감공.
On the smart phone,a phone camera is used to capture finger images to achieve heart rate measurements.First,we apply the spectrum division method to filter the collected finger images,and then use the weighted power density spectrum of the three pixel to calculate the PPG(PhotoPlethysmoGraphy), based on the information and its differences contained in the three pixels.Then we apply the peak detection method based on the detection of the separated PPG signal to measure the heart rate.Comparing the measured results and the standard results,the average error is 1.82%,and the correlation of the true value is greater than 90%,indicating the reliability of heart rate measurement on finger images.The application of the method can greatly facilitate the convenience of chronic disease monitoring.