Infant excrement sampling image classification processing system and method

A technology of sampling images and processing methods, which is applied in the field of computer systems, can solve problems such as errors, conclusion errors, and scarcity of doctors, and achieve the effects of good screening work, improved efficiency, and improved accuracy

A technology of sampling images and processing methods, which is applied in the field of computer systems, can solve problems such as errors, conclusion errors, and scarcity of doctors, and achieve the effects of good screening work, improved efficiency, and improved accuracy

CN110222713AInactive Publication Date: 2019-09-10SHENZHEN INST OF ADVANCED TECH

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Infant excrement sampling image classification processing system and method
  • Infant excrement sampling image classification processing system and method

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0048] The processing process of the infant feces sampling image classification processing system in this embodiment is as follows: first, use the image acquisition subsystem 1 to input infant feces images, extract relevant color, texture and other feature information from the early infant feces images, and then use The image classification subsystem 2 performs classification training on the infant feces images input by the image acquisition subsystem 1, and then obtains classification training results. The above-mentioned processing process effectively improves the accuracy of image classification and recognition, and can improve the screening rate of early biliary atresia. The screening efficiency has played a good auxiliary role in the screening of biliary atresia in early infants and young children.

[0049] Further, the images recorded by the image acquisition subsystem 1 include feces images of infants captured by the user through an image recording device and feces image...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses an infant excrement sampling image classification processing system which comprises an image acquisition subsystem used for inputting infant excrement images; and an image classification subsystem which is used for carrying out classification training on the infant excrement image input by the image acquisition subsystem to obtain a classification training result. In the sampling image classification processing system, firstly, an infant excrement image is obtained, related color, texture and other characteristic information are extracted from the early infant excrementimage; and the images are classified and tranined based on deep learning method to obtain a classification and training result. Compared with the prior art, the method has the advantages that the accuracy of image classification and recognition is greatly improved, the efficiency of disease screening is greatly improved, and a good auxiliary effect is achieved for screening work of early infant diseases.

Description

technical field [0001] The invention relates to a computer system capable of realizing data statistics and processing in the infant disease screening process, and in particular to a system and method for classifying and processing infant feces sampling images. Background technique [0002] In the prior art, some data statistics and processing methods are usually involved in the screening process of some infant diseases. Taking the screening of early infant biliary atresia disease as an example: biliary atresia is the most serious infant digestive tract disease, Clinically, jaundice is the first symptom. When jaundice appears, the feces also turn light yellow. As the jaundice worsens, it gradually becomes whiter or even clay-like grayish white. Therefore, the color of infant feces images has become an important basis for distinguishing the disease. Existing screening methods include: screening using a stool color card and screening based on the saturation (S) value in the HSV...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
10 Sep 2019
Publication
CN110222713A
IPC
G06K9/62; G06T7/00
CPC
G06T7/0012; G06T2207/20081; G06T2207/20084; G06V2201/03; G06F18/24; G06F18/214
Inventors
秦文健