CN104814721A - Triangular wave frequency coding high spectral imaging measurement system applied to mammary gland - Google Patents

Triangular wave frequency coding high spectral imaging measurement system applied to mammary gland Download PDF

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CN104814721A
CN104814721A CN201510198080.0A CN201510198080A CN104814721A CN 104814721 A CN104814721 A CN 104814721A CN 201510198080 A CN201510198080 A CN 201510198080A CN 104814721 A CN104814721 A CN 104814721A
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monochromatic light
light source
mammary gland
monochromater
triangular wave
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CN104814721B (en
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李刚
杨雪
张林娜
张盛昭
林凌
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Tianjin University
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Abstract

本发明公开了一种应用于乳腺的三角波频率编码的高光谱图成像测量系统,一组单色光源分布在乳腺组织样本的一侧,摄像头分布在乳腺组织样本的另一侧;一组单色光源中的各个单色光源密集排列在一个所设半球面上,采用透镜汇聚成一束光,构成光源;摄像头构成光源接收器件;采用不同频率且成2倍比率关系的三角波分别驱动一组单色光源中的各个单色光源,摄像头接收到的图像中每个像素点是每个单色光源透过乳腺的单色光组合;计算机对单色光组合进行分离得到单色光组合中的各个单色光源的贡献,据此实现对乳腺的透射高光谱图成像。本发明实现了高速度、大信息的乳腺透射高光谱图成像的高精度测量,且本发明装置具有成本低、应用方便等优点,适宜于经常性家庭自检。

The invention discloses a triangular wave frequency coding hyperspectral imaging measurement system applied to mammary glands. A group of monochromatic light sources is distributed on one side of breast tissue samples, and a camera is distributed on the other side of breast tissue samples; a group of monochromatic Each monochromatic light source in the light source is densely arranged on a set hemispherical surface, and a lens is used to converge into a beam of light to form a light source; the camera forms a light source receiving device; a triangular wave with different frequencies and a ratio of 2 times is used to drive a group of monochromatic Each monochromatic light source in the light source, each pixel in the image received by the camera is the monochromatic light combination of each monochromatic light source through the mammary gland; the computer separates the monochromatic light combination to obtain each monochromatic light combination in the monochromatic light combination Based on the contribution of the color light source, the transmission hyperspectral image of the breast can be realized. The invention realizes the high-precision measurement of breast transmission hyperspectral imaging with high speed and large information, and the device of the invention has the advantages of low cost, convenient application and the like, and is suitable for regular home self-examination.

Description

应用于乳腺的三角波频率编码的高光谱图成像测量系统Hyperspectral Imaging Measurement System Applied to Triangular Wave Frequency Encoding of Mammary Gland

技术领域technical field

本发明涉及成像测量系统领域,尤其涉及一种应用于乳腺的三角波频率编码的高光谱图成像测量系统。The invention relates to the field of imaging measurement systems, in particular to a hyperspectral imaging measurement system applied to mammary glands with triangular wave frequency encoding.

背景技术Background technique

现有技术中通过光对物体内部进行成像,特别是对人体内部进行成像,具有无损无创无辐射的突出优点,但至今尚未有能够进入家庭使用的乳腺透射成像光测量系统用于经常性的肿瘤自检,其原因在于现有乳腺成像测量系统的成本高、运算复杂、精度有限,无法满足实际应用中的乳腺自检需要。In the prior art, imaging the interior of objects, especially the interior of the human body, has the outstanding advantages of being non-destructive, non-invasive, and non-radiative through light, but so far there is no mammary gland transmission imaging optical measurement system that can be used at home for frequent tumors The reason for the self-inspection is that the existing breast imaging measurement system has high cost, complex operation, and limited accuracy, which cannot meet the needs of breast self-inspection in practical applications.

发明内容Contents of the invention

本发明提供了一种应用于乳腺的三角波频率编码的高光谱图成像测量系统,本发明实现了高速度、大信息的乳腺透射光成像的高精度测量,满足了实际应用中的需要,详见下文描述:The present invention provides a triangular wave frequency coded hyperspectral imaging measurement system applied to mammary glands. The present invention realizes high-speed, large-information high-precision measurement of mammary gland transmitted light imaging and meets the needs of practical applications. For details, see Described below:

一种应用于乳腺的三角波频率编码的高光谱图成像测量系统,所述成像测量系统包括:一组单色光源、一个摄像头,以及与摄像头外接的计算机;一组单色光源分布在乳腺组织样本的一侧,摄像头分布在乳腺组织样本的另一侧;A hyperspectral imaging measurement system applied to mammary glands with triangular wave frequency encoding, the imaging measurement system includes: a group of monochromatic light sources, a camera, and a computer connected externally to the camera; a group of monochromatic light sources are distributed on breast tissue samples on one side of the breast tissue sample, and the camera is distributed on the other side of the breast tissue sample;

其中,一组单色光源中的各个单色光源密集排列在一个所设半球面上,采用透镜汇聚成一束光,构成光源;摄像头构成光源接收器件;Among them, each monochromatic light source in a group of monochromatic light sources is densely arranged on a set hemispherical surface, and a lens is used to converge into a beam of light to form a light source; the camera forms a light source receiving device;

采用不同频率且成2倍比率关系的三角波分别驱动一组单色光源中的各个单色光源,摄像头接收到的图像中每个像素点是每个单色光源透过乳腺的单色光组合;Each monochromatic light source in a group of monochromatic light sources is driven separately by triangular waves with different frequencies and a ratio of 2 times. Each pixel in the image received by the camera is the combination of monochromatic light transmitted by each monochromatic light source through the mammary gland;

计算机对单色光组合进行分离得到单色光组合中的各个单色光源的贡献,据此实现对乳腺的透射高光谱图成像。The computer separates the monochromatic light combination to obtain the contribution of each monochromatic light source in the monochromatic light combination, thereby realizing the transmission hyperspectral imaging of the breast.

其中,所述单色光源、所述摄像头在所述乳腺组织样本两面对称设置。Wherein, the monochromatic light source and the camera are arranged symmetrically on both sides of the breast tissue sample.

其中,所述单色光源为激光二极管。Wherein, the monochromatic light source is a laser diode.

另一实施例,所述单色光源为单色二极管。In another embodiment, the monochromatic light source is a monochromatic diode.

另一实施例,所述摄像头为手机摄像头。In another embodiment, the camera is a mobile phone camera.

本发明提供的技术方案的有益效果是:本发明采用不同频率且成2倍比率关系的三角波驱动单色光源,对摄像头检测到的光电信号进行分离可以得到单色光组合中的各个单色光源的贡献,进而实现对乳腺组织样本的成像,本发明实现了高速度、大信息的线阵成像光的高精度测量,且本发明具有成本低、应用方便等优点,适宜于家庭自检。The beneficial effects of the technical solution provided by the present invention are: the present invention uses triangular waves with different frequencies and a 2-fold ratio to drive the monochromatic light source, and separates the photoelectric signals detected by the camera to obtain each monochromatic light source in the monochromatic light combination contribution, and then realize the imaging of breast tissue samples, the invention realizes the high-precision measurement of high-speed, large-information linear array imaging light, and the invention has the advantages of low cost, convenient application, etc., and is suitable for home self-examination.

附图说明Description of drawings

图1为一种应用于乳腺的三角波频率编码的高光谱图成像测量系统的结构示意图;Fig. 1 is a structural schematic diagram of a hyperspectral imaging measurement system applied to triangular wave frequency encoding of mammary glands;

图2为本发明提供的单色光源、乳腺组织样本和摄像头相对位置示意图;Fig. 2 is a schematic diagram of the relative positions of the monochromatic light source, the breast tissue sample and the camera provided by the present invention;

图3为三角波的示意图。Fig. 3 is a schematic diagram of a triangular wave.

附图中,各标号所代表的部件列表如下:In the accompanying drawings, the list of parts represented by each label is as follows:

1:一组单色光源;              2:透镜;1: A group of monochromatic light sources; 2: Lens;

3:乳腺组织样本;              4:摄像头。3: Breast tissue sample; 4: Camera.

具体实施方式Detailed ways

为使本发明的目的、技术方案和优点更加清楚,下面对本发明实施方式作进一步地详细描述。In order to make the purpose, technical solution and advantages of the present invention clearer, the implementation manners of the present invention will be further described in detail below.

实施例1Example 1

一种应用于乳腺的三角波频率编码的高光谱图成像测量系统,参见图1和图2,成像测量系统包括:一组n个单色光源1(用LD表示,单色光源的波长处于600~1200nm之间,此波段为“光学窗口”,穿透深度比较深)和一个摄像头4,(其中,n的具体取值与乳腺组织样本3对不同波长的敏感程度相关,本发明实施例对此不做限制);一组单色光源1分布在乳腺组织样本3的一侧,一个摄像头4分布在乳腺组织样本3的另一侧;A hyperspectral image imaging measurement system applied to mammary glands with triangular wave frequency encoding, see Figure 1 and Figure 2, the imaging measurement system includes: a group of n monochromatic light sources 1 (denoted by LD, the wavelength of the monochromatic light source is between 600 ~ Between 1200nm, this wave band is " optical window ", and penetration depth is relatively deep) and a camera 4, (wherein, the specific value of n is related to the sensitivity of breast tissue sample 3 to different wavelengths, the embodiment of the present invention is to this No limitation); a group of monochromatic light sources 1 are distributed on one side of the breast tissue sample 3, and a camera 4 is distributed on the other side of the breast tissue sample 3;

其中,一组单色光源1中的每个单色光源LD1…LDn密集排列在一个所设半球面上,采用透镜2汇聚成一束光,构成线阵光源;摄像头4构成多波长光源接收器件,摄像头4为CMOS或CCD,现有摄像头4已能采集近红外波段的光。该成像测量系统还包括与摄像头4外接的计算机(图中未示出)。Among them, each monochromatic light source LD 1 ... LD n in a group of monochromatic light sources 1 is densely arranged on a set hemispherical surface, and the lens 2 is used to converge into a beam of light to form a line array light source; the camera 4 forms a multi-wavelength light source to receive device, the camera 4 is CMOS or CCD, and the existing camera 4 has been able to collect light in the near-infrared band. The imaging measurement system also includes a computer (not shown in the figure) connected externally to the camera 4 .

参见图3,采用不同频率且成2倍比率关系的三角波分别驱动一组单色光源1中的各个单色光源LDi,摄像头4进行采集,采集到的图像中,每个像素点为每个单色光源LDi透过乳腺组织样本3的单色光组合Iij;计算机对单色光组合Iij进行分离可以得到单色光组合Iij中的各个单色光源LDi的贡献,构成各波长下的透射图像。根据各波长下乳腺组织中正常组织、肿瘤组织等的光学特性不同,进行乳腺的透射光成像测量,实现肿瘤的早期检测。Referring to Fig. 3, triangular waves with different frequencies and a ratio of 2 times are used to respectively drive each monochromatic light source LD i in a group of monochromatic light sources 1, and the camera 4 collects them. In the collected images, each pixel is for each The monochromatic light source LD i passes through the monochromatic light combination I ij of the breast tissue sample 3; the computer separates the monochromatic light combination I ij to obtain the contribution of each monochromatic light source LD i in the monochromatic light combination I ij , which constitutes each Transmission images at wavelengths. According to the different optical characteristics of normal tissue and tumor tissue in breast tissue at each wavelength, the transmitted light imaging measurement of breast is performed to realize early detection of tumors.

其中,计算机对单色光组合Iij进行分离可以得到单色光组合Iij中的各个单色光源LDi的贡献的步骤具体为:Wherein, the steps for the computer to separate the monochromatic light combination I ij to obtain the contribution of each monochromatic light source LD i in the monochromatic light combination I ij are as follows:

1)假设以驱动单色光源的LDj最高频率fmax的4M倍速度对光电信号进行采样fs=4M×fmax,获取采样信号x(m),其中M为大于等于1的正整数;1) Assuming that the photoelectric signal is sampled at a speed 4M times faster than the highest frequency f max of LD j driving a monochromatic light source, f s =4M×f max , to obtain a sampling signal x(m), where M is a positive integer greater than or equal to 1;

xx (( mm )) == ΣΣ ii == 00 Mm -- 11 xx (( 44 lmlm -- ii )) ,, ll == 0,1,20,1,2 ,, .. .. .. .. .. .. -- -- -- (( 11 ))

2)计算机将分别对各个波长对应的每个三角波周期内的正、负半个周期内的采样信号进行累加,累加结果进行求差运算;2) The computer will accumulate the sampling signals in the positive and negative half periods of each triangle wave period corresponding to each wavelength, and perform a difference operation on the accumulated results;

即,将一定时间(整数个三角波周期)内的每个三角波的正半个周期的采样值累加得到累加和,每个三角波的负半个周期的采样值累加得到累加和,这两个累加和相减。That is, the cumulative sum is obtained by accumulating the sampling values of the positive half period of each triangular wave within a certain period of time (integer number of triangular wave periods), and the cumulative sum is obtained by accumulating the sampling values of the negative half period of each triangular wave. Subtract.

3)将上述各个波长的差值进行k个周期或整数倍k个周期累加,其中:3) The above-mentioned differences of each wavelength are accumulated for k cycles or integer multiples of k cycles, wherein:

kk == aa 11 ff minmin 11 ff nno -- -- -- (( 22 ))

式中:fmin为激励三角波中的最低频率;a为预设常数,取值为大于或等于1的正整数,a/fmin为下抽样的周期;fn为所处理波长的三角波激励频率。In the formula: f min is the lowest frequency in the excitation triangular wave; a is a preset constant, the value is a positive integer greater than or equal to 1, a/f min is the period of down-sampling; f n is the excitation frequency of the triangular wave of the processed wavelength .

对幅值为x的被采样值,如果在一定的时间内均匀采样N(>>1)点并进行平均,得到的平均值是For the sampled value whose amplitude is x, if N(>>1) points are evenly sampled and averaged within a certain period of time, the average value obtained is

xx ‾‾ == 11 NN ΣΣ ii == 11 NN [[ xx ii ]] == 11 NN NN (( [[ xx ]] ++ ΔxΔx ii )) == [[ xx ]] ++ ΔxΔx ii -- -- -- (( 33 ))

其中,[x]是模数转换器对x进行量化,也即按四舍五入圆整得到的正整数。xi是第i点的幅值,[xi]是模数转换器对xi进行量化,也即按四舍五入圆整得到的正整数。Wherein, [x] is the quantization of x by the analog-to-digital converter, that is, a positive integer obtained by rounding off. x i is the amplitude of point i, and [ xi ] is the quantization of x i by the analog-to-digital converter, that is, a positive integer obtained by rounding off.

(3)式表明,对一个比较“干净”的信号采样多次进行平均,并不能提高其精度,所得到的平均值的误差与单次采样的误差相同,为ΔxiEquation (3) shows that sampling a relatively "clean" signal multiple times to average does not improve its accuracy, and the error of the obtained average value is the same as that of a single sampling, which is Δx i .

如果对幅值为x的被采样锯齿波,同样在一定的时间内均匀采样N(>>1)点并进行平均,得到的平均值是If the sampled sawtooth wave with an amplitude of x is uniformly sampled at N(>>1) points within a certain period of time and averaged, the average value obtained is

xx ‾‾ == 11 NN ΣΣ ii == 11 NN [[ xx ii ]] == 11 NN ΣΣ ii == 11 NN [[ mm ii ++ ΔxΔx ii ]] -- -- -- (( 44 ))

其中,xi=mi+Δxi,mi=[xi]。也即mi是圆整得到正整数,而Δxi是被四舍五入后丢去的“随机”误差。Wherein, x i =m i + Δxi , m i =[xi ] . That is to say, mi is rounded to obtain a positive integer, and Δx i is a "random" error discarded after being rounded.

(4)式可以进一步利用等差级数求和公式得到:Formula (4) can be further obtained by using the arithmetic series summation formula:

xx ‾‾ == 11 NN ΣΣ ii == 11 NN mm ii ++ 11 NN ΣΣ ii == 11 NN ΔxΔx ii == 11 NN 11 22 (( 00 ++ [[ xx ]] )) NN ++ 11 NN ΣΣ ii == 11 NN ΔxΔx ii == 11 22 [[ xx ]] ++ 11 NN ΣΣ ii == 11 NN ΔxΔx ii -- -- -- (( 55 ))

(5)式中的前一项是量化后的值,虽然比(3)式的结果小了一半,但按照误差理论,一个数据的精度并不因乘以一个固定非零常数而改变。但后面一项中是零均值的随机数,相比(3)式中的要降低倍,因此,对锯齿波或三角波激励信号进行过采样后同样可以得到提高精度的效果,且不需要另外加高频扰动信号。The first term in formula (5) is the quantized value, although it is half smaller than the result of formula (3), but according to the error theory, the accuracy of a data will not be changed by multiplying by a fixed non-zero constant. However, the latter item is a random number with zero mean value, which is lower than that in (3) Therefore, oversampling the sawtooth wave or triangular wave excitation signal can also achieve the effect of improving the accuracy, and there is no need to add high-frequency disturbance signals.

本发明实施例对各器件的型号除做特殊说明的以外,其他器件的型号不做限制,只要能完成上述功能的器件均可。In the embodiments of the present invention, unless otherwise specified, the models of the devices are not limited, as long as they can complete the above functions.

实施例2Example 2

一种应用于乳腺的三角波频率编码的高光谱图成像测量系统,参见图1和图2,该实施例以激光二极管作为单色光源LD1…LDn为例进行说明。A triangular-wave frequency-encoded hyperspectral imaging measurement system applied to mammary glands, see Fig. 1 and Fig. 2 , this embodiment uses laser diodes as monochromatic light sources LD 1 ... LD n as an example for illustration.

采用不同频率且成2倍比率关系的三角波分别驱动一组单色光源1中的各个激光二极管LDi,摄像头4中每个像素点接收到每个激光二极管LDi透过乳腺组织样本3的单色光组合Iij;计算机对单色光组合Iij进行分离可以得到单色光组合Iij中的各个激光二极管LDi的贡献,据此可以对乳腺组织样本3进行透射高光谱图成像。Each laser diode LD i in a group of monochromatic light sources 1 is respectively driven by triangular waves with different frequencies and a ratio of 2 times . The color light combination I ij ; the computer can separate the monochromatic light combination I ij to obtain the contribution of each laser diode LD i in the monochromatic light combination I ij , based on which the transmission hyperspectral image of the breast tissue sample 3 can be performed.

本实施例中的计算机处理步骤均与实施例1相同,本实施例在此不再赘述。The computer processing steps in this embodiment are the same as those in Embodiment 1, and will not be repeated here in this embodiment.

本发明实施例对各器件的型号除做特殊说明的以外,其他器件的型号不做限制,只要能完成上述功能的器件均可。In the embodiments of the present invention, unless otherwise specified, the models of the devices are not limited, as long as they can complete the above functions.

实施例3Example 3

一种应用于乳腺的三角波频率编码的高光谱图成像测量系统,参见图1和图2,该实施例以单色二极管作为单色光源LD1…LDn为例进行说明。A triangular-wave frequency-encoded hyperspectral imaging measurement system applied to mammary glands, see Fig. 1 and Fig. 2 , this embodiment uses monochromatic diodes as monochromatic light sources LD 1 ... LD n as an example for illustration.

采用不同频率且成2倍比率关系的三角波分别驱动一组单色光源1中的各个单色二极管LDi,摄像头4中每个像素点接收到每个单色二极管LDi透过乳腺组织样本3的单色光组合Iij;计算机对单色光组合Iij进行分离可以得到单色光组合Iij中的各个单色二极管LDi的贡献,据此可以对乳腺组织样本3进行透射高光谱图成像。Triangular waves with different frequencies and a ratio of 2 times are used to respectively drive each monochromatic diode LD i in a group of monochromatic light sources 1 , and each pixel in the camera 4 receives each monochromatic diode LD i through the breast tissue sample 3 The monochromatic light combination I ij ; the computer can separate the monochromatic light combination I ij to obtain the contribution of each monochromatic diode LD i in the monochromatic light combination I ij , and accordingly the transmission hyperspectral image of the breast tissue sample 3 can be obtained imaging.

本实施例中的计算机处理步骤均与实施例1相同,本实施例在此不再赘述。The computer processing steps in this embodiment are the same as those in Embodiment 1, and will not be repeated here in this embodiment.

本发明实施例对各器件的型号除做特殊说明的以外,其他器件的型号不做限制,只要能完成上述功能的器件均可。In the embodiments of the present invention, unless otherwise specified, the models of the devices are not limited, as long as they can complete the above functions.

实施例4Example 4

一种应用于乳腺的三角波频率编码的高光谱图成像测量系统,参见图1和图2,该实施例以激光二极管作为单色光源LD1…LDn,手机摄像头作为摄像头为例进行说明。A triangular-wave frequency-encoded hyperspectral image measurement system applied to mammary glands, see Fig. 1 and Fig. 2. In this embodiment, a laser diode is used as a monochromatic light source LD 1 ... LD n and a mobile phone camera is used as a camera as an example for illustration.

采用不同频率且成2倍比率关系的三角波分别驱动一组单色光源1中的各个激光二极管LDi,手机摄像4中每个像素点接收到每个激光二极管LDi透过乳腺组织样本3的单色光组合Iij;计算机对单色光组合Iij进行分离可以得到单色光组合Iij中的各个激光二极管LDi的贡献,据此可以对乳腺组织样本3进行透射高光谱图成像。Each laser diode LD i in a group of monochromatic light sources 1 is respectively driven by triangular waves with different frequencies and a ratio of 2 times, and each pixel in the mobile phone camera 4 receives the signal transmitted by each laser diode LD i through the breast tissue sample 3 The monochromatic light combination I ij ; the computer can separate the monochromatic light combination I ij to obtain the contribution of each laser diode LD i in the monochromatic light combination I ij , based on which the transmission hyperspectral image of the breast tissue sample 3 can be performed.

本实施例中的计算机处理步骤均与实施例1相同,本实施例在此不再赘述。The computer processing steps in this embodiment are the same as those in Embodiment 1, and will not be repeated here in this embodiment.

本发明实施例对各器件的型号除做特殊说明的以外,其他器件的型号不做限制,只要能完成上述功能的器件均可。In the embodiments of the present invention, unless otherwise specified, the models of the devices are not limited, as long as they can complete the above functions.

实施例5Example 5

一种应用于乳腺的三角波频率编码的高光谱图成像测量系统,参见图1和图2,该实施例以单色二极管作为单色光源LD1…LDn,手机摄像头作为摄像头为例进行说明。A triangular-wave frequency-encoded hyperspectral image measurement system applied to mammary glands, see Fig. 1 and Fig. 2 , this embodiment uses a monochromatic diode as a monochromatic light source LD 1 ... LD n and a mobile phone camera as a camera as an example for illustration.

采用不同频率且成2倍比率关系的三角波分别驱动一组单色光源1中的各个单色二极管LDi,手机摄像4中每个像素点接收到每个单色二极管LDi透过乳腺组织样本3的单色光组合Iij;计算机对单色光组合Iij进行分离可以得到单色光组合Iij中的各个激光二极管LDi的贡献,据此可以对乳腺组织样本3进行透射高光谱图成像。Triangular waves with different frequencies and a ratio of 2 times are used to drive each monochrome diode LD i in a group of monochrome light sources 1 respectively, and each pixel in the mobile phone camera 4 receives each monochrome diode LD i through the breast tissue sample The monochromatic light combination I ij of 3; the computer can separate the monochromatic light combination I ij to obtain the contribution of each laser diode LD i in the monochromatic light combination I ij , and accordingly the transmission hyperspectral image of the breast tissue sample 3 can be obtained imaging.

本实施例中的计算机处理步骤均与实施例1相同,本实施例在此不再赘述。The computer processing steps in this embodiment are the same as those in Embodiment 1, and will not be repeated here in this embodiment.

本发明实施例对各器件的型号除做特殊说明的以外,其他器件的型号不做限制,只要能完成上述功能的器件均可。In the embodiments of the present invention, unless otherwise specified, the models of the devices are not limited, as long as they can complete the above functions.

本领域技术人员可以理解附图只是一个优选实施例的示意图,上述本发明实施例序号仅仅为了描述,不代表实施例的优劣。Those skilled in the art can understand that the accompanying drawing is only a schematic diagram of a preferred embodiment, and the serial numbers of the above-mentioned embodiments of the present invention are for description only, and do not represent the advantages and disadvantages of the embodiments.

以上所述仅为本发明的较佳实施例,并不用以限制本发明,凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。The above descriptions are only preferred embodiments of the present invention, and are not intended to limit the present invention. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of the present invention shall be included in the protection of the present invention. within range.

Claims (5)

1. be applied to a high-spectrum imaging measurement system for the triangular wave frequency coding of mammary gland, described imaging measurement system comprises: one group of monochromater, photographic head, and the computer external with photographic head; It is characterized in that, one group of monochromater is distributed in the side of mammary gland tissue sample, and photographic head is distributed in the opposite side of mammary gland tissue sample;
Wherein, each monochromater dense arrangement in one group of monochromater, on a set hemisphere face, adopts lens to pool light beam, forms light source; Photographic head forms light source receiver part;
Adopt different frequency and become the triangular wave of 2 times of ratio to drive each monochromater in one group of monochromater respectively, in the image that photographic head receives, to be each monochromater combine through the monochromatic light of mammary gland each pixel;
Computer is separated the contribution of each monochromater obtained in monochromatic light combination to monochromatic light combination, realize the transmission high-spectrum imaging to mammary gland accordingly.
2. a kind of high-spectrum imaging measurement system being applied to the triangular wave frequency coding of mammary gland according to claim 1, it is characterized in that, described monochromater, described photographic head are symmetrical arranged on described mammary gland tissue sample two sides.
3. a kind of high-spectrum imaging measurement system being applied to the triangular wave frequency coding of mammary gland according to claim 1 and 2, it is characterized in that, described monochromater is laser diode.
4. a kind of high-spectrum imaging measurement system being applied to the triangular wave frequency coding of mammary gland according to claim 1 and 2, it is characterized in that, described monochromater is monochrome photodiode.
5. a kind of high-spectrum imaging measurement system being applied to the triangular wave frequency coding of mammary gland according to claim 1 and 2, it is characterized in that, described photographic head is mobile phone camera.
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106343960A (en) * 2016-10-20 2017-01-25 天津大学 Raised preset level triangular wave frequency coding spectral imaging system applied to breasts

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102258365A (en) * 2011-08-17 2011-11-30 天津大学 Sine-wave modulation photo plethysmo graphy measuring device and method
CN102389313A (en) * 2011-08-17 2012-03-28 天津大学 Device and method for measuring square wave modulated photoelectric volume pulse wave
CN102429646A (en) * 2011-08-17 2012-05-02 天津大学 Device and method for measuring orthogonal sine wave photoelectric volume pulse wave
CN102579012A (en) * 2012-03-15 2012-07-18 天津大学 Dynamic fluorescence-optical breast tomography device on basis of phase locking photon counting measurement
CN203763052U (en) * 2013-12-13 2014-08-13 深圳市瀚科创智医疗电子有限公司 Mammary tissue detector and detection probe thereof

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102258365A (en) * 2011-08-17 2011-11-30 天津大学 Sine-wave modulation photo plethysmo graphy measuring device and method
CN102389313A (en) * 2011-08-17 2012-03-28 天津大学 Device and method for measuring square wave modulated photoelectric volume pulse wave
CN102429646A (en) * 2011-08-17 2012-05-02 天津大学 Device and method for measuring orthogonal sine wave photoelectric volume pulse wave
CN102579012A (en) * 2012-03-15 2012-07-18 天津大学 Dynamic fluorescence-optical breast tomography device on basis of phase locking photon counting measurement
CN203763052U (en) * 2013-12-13 2014-08-13 深圳市瀚科创智医疗电子有限公司 Mammary tissue detector and detection probe thereof

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106343960A (en) * 2016-10-20 2017-01-25 天津大学 Raised preset level triangular wave frequency coding spectral imaging system applied to breasts

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