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    Please use this identifier to cite or link to this item: http://ir.lib.ncu.edu.tw/handle/987654321/82783

    Title: 以偏振影像分析小鼠皮膚之張力特性;Mechanical Properties of the Mice Skin Using Polarization Imaging
    Authors: 林政傑;Lin, Cheng-Chieh
    Contributors: 光電科學與工程學系
    Keywords: 皮膚張力;Mueller Matrix 偏振影像;活體力學量測;生物力學;Skin Tension;Mueller Matrix Polarimetry;Mechanical Measurements in Vivo;Biomechanics
    Date: 2020-01-17
    Issue Date: 2020-06-05 17:12:29 (UTC+8)
    Publisher: 國立中央大學
    Abstract: 早於十九世紀中,人為的力學機制被證實能控制細胞組織型態上的變化及基因的表現,將可能帶來新的醫療方法,生物力學因此蓬勃發展。為了建構生物力學模型,取得活體內的力學資訊極為重要,然而現今量測工具短缺,以往侵入式的量測方法導致活體內的資訊取得不易。
    因此本研究藉由Mueller Matrix偏振影像系統,在不同張力下的小鼠後背皮膚,以影像方式記錄不同偏振光入射皮膚後反射或散射的偏振狀態,並計算樣本的Mueller Matrix,同時藉由傳統彈簧的方法,量測當下皮膚的平均張力。由複雜的Mueller Matrix,我們可以透過Mueller Matrix Polar Decomposition (MMPD)還原樣本吸收、去偏振及相位延遲等光學特性,並透過Mueller Matrix Transform (MMT)得到樣本的結構變化與纖維的方向性。依照榮總刺激毛囊配方,皮膚在八日內漸進式拉長,以彈簧測得皮膚長度對張力的曲線,總共八日之張力曲線,張力原本隨皮膚長度增長而非線性緩慢爬升的狀態,轉變為急遽上升的模式。偏振影像顯示,與張力同向的水平偏振入射光經皮膚散射後,在水平偏振態的反射量隨皮膚拉長而增加,反應了纖維受拉扯而指向水平方向時,同方向偏振態的反射量將增強的特徵,此結果建立了線性偏振態與張力關係。此外,我們發現某些偏振狀態的反射量對皮膚長度與張力分別呈正(反)向關係與非線性關係,依此特徵,我們藉由類神經網路的訓練,以偏振狀態的反射量為輸入值,協助歸類皮膚之狀態(天數),其準確率達八成以上。知道皮膚的狀態後,我們也藉由類神經網路判斷皮膚所處的張力範圍,試圖建立偏振光與張力之關係,重現皮膚上的張力分布。
    ;As early as mid 19th century artificial mechanics was proved to change cellular morphology and gene expression. This discovery in organisms may be contributed to new medical methods. Therefore, the field of Biomechanics has been improving so far.
    Recent research shows that telogen elongation of mice skin under appropriate tension can stimulate the regeneration of hair follicle. In order to resolve how much force should be given and how the skin tension distributed during stretching, we need an in vivo measuring system.
    As a consequence, in our study we used Mueller Matrix polarimetry to record the the image of the polarization state after the reflection (or scattering) of the polarized incidence light, and calculate the Mueller Matrix of mice skin. Meanwhile, we used the traditional spring measurement to decide the average skin tension. We can revert the optical diattenuation, depolarization and retardation of the skin by Mueller Matrix Polar Decomposition method and obtain the structure variation and fiber orientation by Mueller Matrix Transform method from complicated Mueller Matrix. According to the regeneration formula by the Taipei Veterans General Hospital, the skin was gradually stretched in eight days, and the strain-stress curves were measured by springs once a day, totally eight curves for each mice. The curves showed that tension grew smoothly and nonlinearly during elongation at first but rapidly increased in the following days. The polarization images demonstrated horizontal incidence light produced more horizontal reflected light as we stretched the skin horizontally. This indicated that the more horizontal orientation of fibers by stretching, the more horizontal reflectance of the horizontal incidence light. This phenomenon builded up the relationship between linear polarized light and the tension. Besides, we found out some reflectance of the polarization state had positive (or negative) and nonlinear relationship with skin length and tension respectively. According to these features, we made reflectance of the polarization be the inputs of neural network and trained the neural network system. The system helped us to determine the condition of the skin and it showed great precision above 80%. We also attempted to determine the tension of the skin by neural network, building up the relationship between polarization and tension and returning the distribution of tension in skin.
    Appears in Collections:[光電科學研究所] 博碩士論文

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