【作者】 吴楠； 李晓曦； 宋方敏；

【机构】 南京大学软件新技术国家重点实验室； 南京大学医学院免疫学与生殖科学实验室；

【摘要】 <正>1 引言图像在表达特定领域的信息时具有文字不可替代的优势。随着数字化成像设备和大容量存储设备的发展,相当巨量的包括医学图像、卫星数据等各种图像的数据随时都在产生。依靠人工对如此规模巨大且结构复杂的图像数据进行整理和归纳,从中抽取出对生产科研或者人类生活有用的信息资料非常困难甚至是不可能的。而当今很多科学领域(如医更多还原

【Abstract】 Image mining make a profound effect to data mining and other scientific fields and it becomes one of the most important filiations in data mining. This paper gives an overview of the research of image mining and the field in medical image classification, which image mining makes an important role in. In this paper, we discuss the main technical problems that image mining faces, and analyze the model of image representation, hierarchy model of image semantic and the framework of image mining. Sequentially, we explain an application of image mining in medical images’ classification. Finally, we identify some future applications and research directions of image mining.更多还原