zuidashang

所属分类:图形图象
开发工具:Visual C++
文件大小:2274KB
下载次数:35
上传日期:2010-05-06 18:03:25
上 传 者黑涩会娃娃
说明:  一种基于最大熵和部件的物体检测方法。在人脸检测上的应用取得了很大的准确率提升。
(This paper presents a probabilistic part-based approach for texture and object recognition. Textures are represented using a part dictionary found by quantizing the appearance of scale- or affine-invariant keypoints. Object classes are represented using a dictionary of composite semi-local parts, or groups of neighboring keypoints with stable and distinctive appearance and geometric layout. A discriminative maximum entropy framework is used to learn the posterior distribution of the class label given the occurrences of parts from the dictionary in the training set. Experiments on two texture and two object databases demonstrate the effectiveness of this framework for visual classification.)

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zuidashang.pdf (2411444, 2010-03-17)

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