使用HSV色彩空间的交互式彩色图像分割

D. Hema, Dr. S. Kannan
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引用次数: 12

摘要

本研究的主要目标是通过分割提取彩色图像中必要的前景片段。该技术是实现目标检测算法的基础。HSV色彩空间模型比其他色彩空间模型能更好地分割彩色图像。Python开发了一个交互式GUI工具,通过调整H(色相),S(饱和度)和V(值)的值来实现仅从图像中提取前景。输入是一个RGB图像,输出将是一个分割的彩色图像。
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Interactive Color Image Segmentation using HSV Color Space
The primary goal of this research work is to extract only the essential foreground fragments of a color image through segmentation. This technique serves as the foundation for implementing object detection algorithms. The color image can be segmented better in HSV color space model than other color models. An interactive GUI tool is developed in Python and implemented to extract only the foreground from an image by adjusting the values for H (Hue), S (Saturation) and V (Value). The input is an RGB image and the output will be a segmented color image.
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