混合智能算法在彩色图像分割中的应用研究

对颜色空间做了全面地介绍,对当前传统的彩色图像分割技术进行了较为系统的论述,通过比较发现传统的单一分割算法在彩色图像分割中都不可避免地存在一定的不足与缺陷.而以神经网络、遗传算法和蚁群算法等智能算法进行图像分割时,由于从不同侧面反映了人类视觉感知的智能性、并行性,取得了较好的效果,推动了图像分割向智能化方向发展,但其在理论和实践上都没有达到让人满意的程度.因此,可以根据实际情况组合不同的算法,分层次地分割图像,寻找符合人类视觉感知特性的有效的彩色图像分割混合智能算法,从而弥补单一算法对彩色图像分割的不足.

Study on hybrid intelligent algorithms for color image segmentation

Common color space is introduced,and the current traditional color image segmentation techniques are introuduced.Comparing with their respective advantages and disadvantages,it is found that the traditional single arithmetic of color image segmentation inevitably has some deficiencies and defects.Image segmentation combined with artificial neural network or genetic algorithm is a new research field with rapid development in recent years.The methods have better effect,in that they have human-like intelligenc...