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一种自适应多阈值直方图均衡方法 被引量:13

Adaptive Multi-thresholds Histogram Equalization Method
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摘要 传统的直方图均衡方法不能很好地增强图像的局部细节。针对该问题,在多通道分块直方图均衡方法的基础上,提出一种自适应多阈值直方图均衡方法,根据图像的具体内容自适应地确定通道的数目及分割阈值。实验结果证明,该方法能增强图像的整体和局部细节,有效降噪,耗时较少。 The traditional histogram equalization method can not enhance the local details of the image.Aiming at this problem,this paper proposes an adaptive multi-thresholds histogram equalization method on the basis of multilevel component-based histogram equalization method.It makes an adaptive selection of channels and thresholds based on the analysis of input image.Experimental results demonstrates that the proposed method not only enhances both global and local details better,but also reduces the processing time and noise.
出处 《计算机工程》 CAS CSCD 北大核心 2011年第17期206-207,210,共3页 Computer Engineering
关键词 多阈值 对比度增强 直方图均衡 图像增强 multi-thresholds contrast enhancement histogram equalization image enhancement
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参考文献6

  • 1马银平,江伟.基于局部均值和标准差的图像增强算法[J].计算机工程,2009,35(22):205-206. 被引量:24
  • 2Kim Y T. Contrast Enhancement Using Brightness Preserving Bi-histogram Equalization[J]. IEEE Trans. on Consumer Electronics, 1997, 43(1): 1-8.
  • 3Wang Yu, Chen Qian, Zhang Baeomin. Image Enhancement Based on Equal Area Dualistic Sub-image Histogram Equalization Method[J]. IEEE Trans. on Consumer Electronics, 1999, 45(1): 68-75.
  • 4Jafar I, Ying H. Multilevel Component-based Histogram Equali- zation for Enhancing the Quality of Grayscale Images[C]//Proc. of EIT’07. Chicago, USA: [s. n.], 2007.
  • 5Gonzalez R C, Woods R E. Digital Image Processing[M]. [S. l.]: Prentice Hall, 2002.
  • 6任彬,汪炳权,罗斌.基于直方图指数平滑的阈值和峰点自动检测方法[J].中国图象图形学报(A辑),1997,2(4):230-233. 被引量:34

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