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通过像素级约束直方图的统计积分进行符号识别:一种新的描述符。

Symbol recognition via statistical integration of pixel-level constraint histograms: a new descriptor.

作者信息

Yang Su

机构信息

Department of Computer Science and Engineering, Fudan University, Shanghai 200433, PR China.

出版信息

IEEE Trans Pattern Anal Mach Intell. 2005 Feb;27(2):278-81. doi: 10.1109/TPAMI.2005.38.

Abstract

A new descriptor for symbol recognition is proposed. 1) A histogram is constructed for every pixel to figure out the distribution of the constraints among the other pixels. 2) All the histograms are statistically integrated to form a feature vector with fixed dimension. The robustness and invariance were experimentally confirmed.

摘要

提出了一种用于符号识别的新描述符。1)为每个像素构建一个直方图,以确定其他像素之间约束的分布。2)对所有直方图进行统计整合,形成一个固定维度的特征向量。通过实验证实了其鲁棒性和不变性。

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