CN102523386B - Auto Exposure Method Based on Histogram Equalization - Google Patents
Auto Exposure Method Based on Histogram Equalization Download PDFInfo
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- CN102523386B CN102523386B CN201110432474.XA CN201110432474A CN102523386B CN 102523386 B CN102523386 B CN 102523386B CN 201110432474 A CN201110432474 A CN 201110432474A CN 102523386 B CN102523386 B CN 102523386B
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Abstract
Description
技术领域 technical field
本发明涉及基于直方图均衡化的自动曝光方法。The invention relates to an automatic exposure method based on histogram equalization.
背景技术 Background technique
相机所采用的曝光方式既可以采用测光手动曝光也可以采用自动曝光。The exposure method adopted by the camera can be either metered manual exposure or automatic exposure.
测光手动曝光就是由拍摄者自己选择光圈系数、快门速度,使用相机的测光系统判断曝光是否合适的曝光方式。Metering manual exposure is an exposure method in which the photographer chooses the aperture factor and shutter speed, and uses the camera's metering system to determine whether the exposure is appropriate.
自动曝光是由相机根据自身测光系统的测光结果,自动选定光圈系数、快门速度来获得准确曝光的暴光方式。自动曝光可以分为光圈先决式自动曝光、快门先决式自动曝光、程序式自动曝光等形式。Automatic exposure is an exposure method in which the camera automatically selects the aperture factor and shutter speed according to the metering results of its own metering system to obtain accurate exposure. Automatic exposure can be divided into aperture priority automatic exposure, shutter priority automatic exposure, program automatic exposure and other forms.
光圈先决式自动曝光就是人为选定光圈系数,相机自动选择快门速度。Aperture-priority automatic exposure means that the aperture factor is selected artificially, and the camera automatically selects the shutter speed.
快门先决式自动曝光就是人为选定快门速度,相机自动选择光圈系数。Shutter-priority auto exposure means that the shutter speed is selected artificially, and the camera automatically selects the aperture factor.
程序式自动曝光是指光圈系数和快门速度均由相机内置的程序自动调节。它的优点是不需要拍摄者设定光圈系数和快门速度。Programmed automatic exposure means that the aperture factor and shutter speed are automatically adjusted by the camera's built-in program. Its advantage is that it does not require the photographer to set the aperture factor and shutter speed.
传统的自动曝光控制方法中,有的采用特定的微处理器硬件电路控制曝光;有的采用图像的整体亮度来控制曝光,但是如果拍摄主体与背景之间的亮度差太大,会使得拍摄主体出现曝光不足或者曝光过度的现象;有的采用参照亮度值,将图像分块,每一块子图像的亮度被用于设置参照亮度值,该参照亮度值可以通过调整光圈大小获得,当然同样也可以通过设置快门速度获得该参照亮度值;还有的则通过研究不同光照条件下的亮度与曝光值之间的关系来进行曝光控制。In the traditional automatic exposure control methods, some use a specific microprocessor hardware circuit to control the exposure; some use the overall brightness of the image to control the exposure, but if the brightness difference between the subject and the background is too large, it will make the subject The phenomenon of underexposure or overexposure occurs; some use the reference brightness value to divide the image into blocks, and the brightness of each sub-image is used to set the reference brightness value. The reference brightness value can be obtained by adjusting the size of the aperture, of course, it can also be The reference brightness value is obtained by setting the shutter speed; others control the exposure by studying the relationship between the brightness and the exposure value under different lighting conditions.
发明内容 Contents of the invention
为了解决现有技术中拍摄主体出现曝光不足或者曝光过度的技术问题,本发明提供一种基于直方图均衡化的自动曝光方法。In order to solve the technical problem of underexposure or overexposure of the subject in the prior art, the present invention provides an automatic exposure method based on histogram equalization.
本发明的技术解决方案:Technical solution of the present invention:
基于直方图均衡化的自动曝光方法,其特殊之处在于:包括以下步骤:The automatic exposure method based on histogram equalization is special in that it includes the following steps:
1】采集一帧图像,并记录该帧的曝光时间told;1] Collect a frame of image, and record the exposure time t old of the frame;
2】计算处所采集图像的亮度均值m(Y);2] Calculate the brightness mean value m(Y) of the collected image;
3】对所采集图像做直方均衡化处理;3] Perform histogram equalization processing on the collected images;
4】计算经直方均衡化处理后的图像的灰度均值Yt;4) Calculating the gray mean value Yt of the image processed by the histogram equalization;
5】计算下一帧的曝光时间tnew,根据公式tnew=told*(Yt/m(Y))(曝光时间与图像的亮度均值成正比)5] Calculate the exposure time t new of the next frame, according to the formula t new =t old *(Y t /m(Y)) (the exposure time is proportional to the average brightness of the image)
6】若|tnew-told|<δ(曝光调整容限),说明下一帧曝光时间不需调整,tnew=told,继续执行步骤1】;6] If |t new -t old |<δ (exposure adjustment tolerance), it means that the exposure time of the next frame does not need to be adjusted, t new =t old , continue to step 1];
若|tnew-told|>δ,说明下一帧曝光时间需要按新的曝光时间tnew调整,继续执行步骤1】。If |t new -t old |>δ, it means that the exposure time of the next frame needs to be adjusted according to the new exposure time t new , and proceed to step 1].
本发明所具有的优点:The advantages that the present invention has:
1、本发明直方图均衡化后的图像具有覆盖整个灰度范围的灰度级值的优点,即加强了图像的对比度,因此我们可以采用直方图均衡化后的图像的灰度均值作为最优均值。该最优均值能充分反映图像的亮度特性,并且这个最优均值是动态的,能适应各种亮度环境。1. The image after the histogram equalization of the present invention has the advantage of covering the gray level value of the entire gray scale range, that is, the contrast of the image is enhanced, so we can use the average gray value of the image after the histogram equalization as the optimal mean. The optimal mean value can fully reflect the brightness characteristics of the image, and the optimal mean value is dynamic and can adapt to various brightness environments.
2、本发明不需人工设定最优亮度均值。2. The present invention does not need to manually set the optimal average brightness value.
3、本发明数据处理量小。3. The data processing capacity of the present invention is small.
附图说明 Description of drawings
图1为本发明的流程图。Fig. 1 is a flowchart of the present invention.
具体实施方式 Detailed ways
如图1所示,基于直方图均衡化的自动曝光方法,包括以下步骤:As shown in Figure 1, the automatic exposure method based on histogram equalization includes the following steps:
1】采集一帧图像,并记录该帧的曝光时间told;1] Collect a frame of image, and record the exposure time t old of the frame;
2】计算处所采集图像的亮度均值m(Y);2] Calculate the brightness mean value m(Y) of the collected image;
3】对所采集图像做直方均衡化处理;3] Perform histogram equalization processing on the collected images;
4】计算经直方均衡化处理后的图像的亮度均值Yt;4) Calculating the brightness mean value Yt of the image processed by the histogram equalization;
5】计算下一帧的曝光时间tnew,根据公式tnew=told*(Yt/m(Y))(曝光时间与图像的亮度均值成正比)5] Calculate the exposure time t new of the next frame, according to the formula t new =t old *(Y t /m(Y)) (the exposure time is proportional to the average brightness of the image)
6】若|tnew-told|<δ(曝光调整容限,该值以图像亮度的主观感觉为选择标准),说明前后两帧图像曝光时间基本相同,下一帧曝光时间不需调整,tnew=told,继续执行步骤1】;6] If |t new -t old |<δ (exposure adjustment tolerance, the value is based on the subjective perception of image brightness as the selection criterion), it means that the exposure time of the two frames before and after is basically the same, and the exposure time of the next frame does not need to be adjusted. t new =t old , proceed to step 1】;
若|tnew-told|>δ,说明前后两帧图像曝光时间差别较大,下一帧曝光时间需要按新的曝光时间tnew调整,继续执行步骤1】;If |t new -t old |>δ, it means that the exposure time of the two frames before and after is quite different, and the exposure time of the next frame needs to be adjusted according to the new exposure time t new , and continue to step 1];
本发明原理:相机的曝光调整依据的是图像亮度与曝光时间成正比的原理,即曝光时间越长,图像越亮,图像亮度越高;曝光时间越短,图像越暗,图像亮度越低。当拍摄图像曝光不足,反映在图像上即是亮度均值偏小,使用直方图均衡化后的图像会覆盖整个灰度范围的灰度级值,即直方图均衡化后的图像均值较大,按照tnew=told*(Yt/m(Y))进行调整,计算出的tnew会长于told,这样就达到了当曝光不足时,加长曝光时间的目的。反之亦然。The principle of the present invention: the exposure adjustment of the camera is based on the principle that the image brightness is proportional to the exposure time, that is, the longer the exposure time, the brighter the image and the higher the image brightness; the shorter the exposure time, the darker the image and the lower the image brightness. When the captured image is underexposed, it is reflected in the image that the average brightness value is small, and the image after using the histogram equalization will cover the gray value of the entire gray scale range, that is, the average value of the image after the histogram equalization is larger, according to t new =t old *(Y t /m(Y)) is adjusted, and the calculated t new will be longer than t old , thus achieving the purpose of prolonging the exposure time when the exposure is insufficient. vice versa.
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US12047683B2 (en) | 2019-11-12 | 2024-07-23 | Tencent Technology (Shenzhen) Company Limited | Image acquisition method and apparatus, device, and storage medium |
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Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6750994B1 (en) * | 1998-08-26 | 2004-06-15 | Pentax Corporation | Exposure control device of image reading device |
CN101253764A (en) * | 2005-08-26 | 2008-08-27 | 皇家飞利浦电子股份有限公司 | Imaging camera processing unit and method |
CN101267504A (en) * | 2007-03-14 | 2008-09-17 | 索尼株式会社 | Image pickup device, image pickup method, exposure control method, and program |
CN101917551A (en) * | 2010-08-10 | 2010-12-15 | 浙江大学 | A Single Exposure High Dynamic Range Image Acquisition Method |
US20110090365A1 (en) * | 2009-10-21 | 2011-04-21 | Samsung Electronics Co., Ltd. | Method and apparatus for controlling multiple exposures |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP3615961B2 (en) * | 1999-04-20 | 2005-02-02 | ペンタックス株式会社 | Exposure control apparatus for image reading apparatus |
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Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6750994B1 (en) * | 1998-08-26 | 2004-06-15 | Pentax Corporation | Exposure control device of image reading device |
CN101253764A (en) * | 2005-08-26 | 2008-08-27 | 皇家飞利浦电子股份有限公司 | Imaging camera processing unit and method |
CN101267504A (en) * | 2007-03-14 | 2008-09-17 | 索尼株式会社 | Image pickup device, image pickup method, exposure control method, and program |
US20110090365A1 (en) * | 2009-10-21 | 2011-04-21 | Samsung Electronics Co., Ltd. | Method and apparatus for controlling multiple exposures |
CN101917551A (en) * | 2010-08-10 | 2010-12-15 | 浙江大学 | A Single Exposure High Dynamic Range Image Acquisition Method |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP3563752A1 (en) * | 2015-07-13 | 2019-11-06 | SONY Corporation | Medical observation device and medical observation method |
US10537233B2 (en) | 2015-07-13 | 2020-01-21 | Sony Corporation | Medical observation device and medical observation method |
US12047683B2 (en) | 2019-11-12 | 2024-07-23 | Tencent Technology (Shenzhen) Company Limited | Image acquisition method and apparatus, device, and storage medium |
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