A white balance proofreading method based on white objects

A white balance and object technology, applied in image data processing, instrumentation, informatics, etc., can solve problems such as inability to treat and prevent patients' diseases, lack of human eye adaptability, color reproduction distortion, etc., and achieve ideal and accurate white balance effects , low resource cost, fast calculation time

Active Publication Date: 2019-01-18
GUANGDONG MATVIEW INTELLIGENT SCI & TECH CO LTD
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  • Application Information

AI Technical Summary

Problems solved by technology

Since the collected images rely on terminal shooting equipment, such as mobile phone cameras, this equipment does not have the adaptability of human eyes, and when shooting under different light conditions, color reproduction distortion occurs due to the imbalance ...

Method used

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  • A white balance proofreading method based on white objects
  • A white balance proofreading method based on white objects

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Embodiment Construction

[0037] The specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. The following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention.

[0038] In order to accurately restore the color of the captured image, the present invention provides a white balance correction method based on a white object. A white paper towel was used as a comparative sample in the examples.

[0039] refer to figure 1 , the system collects a large number of images of white paper towels and builds a paper towel sample database. Establish a model and repeatedly train based on the above samples to realize automatic recognition of white paper towels; through the calculation of the loss function, if the recognition accuracy of the model reaches a certain threshold, such as: 80%, the model is applied to the scene capture.

[0040] refer...

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Abstract

The invention discloses a white balance proofreading method based on a white object, which comprises the following steps: a white object contrast model is established by using a large number of acquired white object samples through continuous training and learning; The white object contrast model is applied to the scene capture, and the pixel mean value and color gain value are calculated by identifying the image and extracting the white object region in the image, so as to adjust the color to realize the white balance proofreading of the image; The invention has the advantages of simple realization principle, low resource cost, fast operation time, ideal and accurate white balance effect. The paper towel identification technology adopted by the invention is based on convolution neural network algorithm, learning from the large sample data, extracting the high-level features of the image gradually, classifying the features and completing the recognition can deal with the offset, scalechange and deformation of the paper towel to a certain extent, ensure the strong separability of the features, have an ideal recognition effect on the feature classification, reduce the dependence ofthe recognition on external conditions, and reduce the complexity of the model.

Description

technical field [0001] The invention relates to the field of image color processing, in particular to a white balance correction method based on a white object. Background technique [0002] Traditional Chinese medicine includes the four inspections of looking, smelling, asking, and feeling, and tongue diagnosis is the key content of inspection. In the theory of traditional Chinese medicine, no matter how complicated the pathological symptoms of the internal organs of the human body are, the nature of the disease, the depth of the disease, and the state of qi and blood can be judged intuitively and quickly by observing the tongue image. It is a simple and effective medical treatment. Auxiliary diagnosis and differential methods. In traditional inspection, doctors generally observe the shape and color of the patient's tongue with the naked eye, and then diagnose the disease based on medical experience. Due to the large population and serious aging problem in our country, th...

Claims

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Application Information

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IPC IPC(8): G06T5/00G16H30/40
CPCG06T5/006G06T2207/10004G06T2207/20081G06T2207/20084G16H30/40
Inventor 邓立邦
Owner GUANGDONG MATVIEW INTELLIGENT SCI & TECH CO LTD
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