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Apparatus of detecting smoke using subband energy ratio in wavelet transform domain
Apparatus of detecting smoke using subband energy ratio in wavelet transform domain
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机译:小波变换域中利用子带能量比检测烟雾的装置
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摘要
A method and apparatus for detecting smoke using a sub-band energy ratio in a wavelet transform domain. The smoke detection method according to the present invention includes the steps of converting an RGB input image into a brightness image I (t), comparing a difference between a current brightness image I (t) and a previous brightness image I (t-1) generating a binary image G1 composed of a background image and an object image, divided into blocks of a predetermined number of MxN image corresponding to the object image of the binary image G1, and a segmented block step wavelet transform to DC sub-band energy E calculating L and high frequency sub-band energy EH, and the DC sub-band energy EL and the high frequency sub-band energy E ratio and the DC sub-band energy EL and the high frequency sub-band energy EH of the image in sequential between H And detecting smoke in the object image based on the respective ratios. According to the present invention, it is possible to reliably discriminate between moving objects and smoke by using the energy values of sub-bands of the wavelet coefficients obtained by using the wavelet transform and the relationship therebetween.
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机译:一种用于在小波变换域中使用子带能量比来检测烟雾的方法和设备。根据本发明的烟雾检测方法包括以下步骤:将RGB输入图像转换为亮度图像I(t),比较当前亮度图像I(t)和先前亮度图像I(t-1)之间的差。生成由背景图像和对象图像组成的二进制图像G1,并将其划分为与二进制图像G1的对象图像相对应的预定数量的MxN图像块,并将分段块小波变换为DC子带能量< I> E I>计算 L Sub> I>和高频子带能量 E I> H, Sub> I>和直流子带能量 E I> L Sub> I>和高频子带能量 E I>比率和直流子带能量 E I> L Sub> I>和高频子带能量 E I> 图像的 H Sub> I>在 H Sub> I>之间连续进行,并根据各个比率检测对象图像中的烟雾。根据本发明,通过使用通过使用小波变换获得的小波系数的子带的能量值及其之间的关系,可以可靠地区分运动物体和烟雾。
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