| 图像区间模糊模型及其在图像检索中的应用 |
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| 引用本文： | 徐少平,张华,江顺亮,熊宇虹,叶发茂. 图像区间模糊模型及其在图像检索中的应用[J]. 光电子．激光, 2009, 20(4): 530-533 |
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| 作者姓名： | 徐少平 张华 江顺亮 熊宇虹 叶发茂 |
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| 作者单位： | 南昌大学机电工程学院江西省机器人与焊接自动化重点实验室,江西,南昌,330031;南昌大学信息工程学院计算机科学与技术系,江西南昌,330031;南昌大学机电工程学院江西省机器人与焊接自动化重点实验室,江西,南昌,330031;南昌大学信息工程学院计算机科学与技术系,江西,南昌,330031 |
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| 基金项目： | 国家高技术研究发展计划(863计划)，国家自然科学基金，江西省教育厅省级教改资助项目 |
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| 摘 要： | 在HSV颜色空间下,通过非均匀量化方法,构建了图像区间模糊模型.在此模型下,图像可以看作是一个区间模糊集合(IVFS,interval-valued fuzzy set).IVFS之间相似性度量可以用来衡量图像之间的相似程度.给出一种基于LP范数距离的IVFS集合度量(简称IVFSLp)并将它应用于图像检索中.实验数据表明:IVF-SLP与直方图距离(histogram distance)和普通模糊集的相似性度量(general fuzzy similarity measure)相比具有更好的性能.
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| 关 键 词： | 图像区间模糊模型 非均匀量化 颜色距离 模糊相似性度量 图像检索 |
Interval-valued fuzzy model of image and its application to image retrieval |
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| XU Shao-ping,ZHANG Hu,JIANG Shun-liang,XIONG Yu-hong,YE Fa-mao. Interval-valued fuzzy model of image and its application to image retrieval[J]. Journal of Optoelectronics·laser, 2009, 20(4): 530-533 |
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| Authors: | XU Shao-ping ZHANG Hu JIANG Shun-liang XIONG Yu-hong YE Fa-mao |
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| Affiliation: | 1.School of Mechanical & Electrical Engineering;Nanchang University;Nanchang 330031;China;2.School of Information Engineering;China |
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| Abstract: | A new interval-valued fuzzy model for images based on the nonuniform color quantization in the HSV color space is proposed.The image can be treated as an interval-valued fuzzy set (IVFS) with this model.An interval-valued fuzzy similarity measure based on Lp distance is presented and used for real content-based image retrieval system.The various experimental results show that the proposed similarity measure is comparable to general fuzzy similarity measures and conventional histogram distances in the litera... |
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| Keywords: | interval-valued fuzzy model of image nonuniform color quantization color distance fuzzy similarity measure image retrieval |
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