Method for extracting and identifying small sample character contour feature

Abstract

The invention relates to a method for extracting and identifying small sample character contour features which comprises the following steps: firstly extracting body contour images in a target character video; secondly dividing gait cycles, unifying the size of the body contour images, and extracting feature factors of the body contour; and then working out a gait energy diagram and feature factors of each gait cycle, and obtaining contour feature data of the character by multiplying a gray-scale histogram of the gait energy diagram by the feature factors of the gait energy diagram; and then putting the contour feature data of a well-trained target character into a training library; finally working out the contour feature data of the character to be identified, carrying out improved nearest neighbor matching with the character in the training library, wherein the character in the training library which has a minimum distance with the character is identified to be the character to be identified, and finishing the character identification. The invention eliminates the influence of a great deal of noises in actual complex environments, shows body contour information, extracts effective character features and can be used for identifying the characters in household scenes.

Description

technical field [0001] The invention relates to a method for extracting and identifying features of a small-sample human profile, in particular to a method for extracting human body profile information from a single fixed camera and identifying a character based on the feature information. The invention can be widely applied to person recognition in family scenes, etc., and belongs to the field of person recognition in pattern recognition. Background technique [0002] In recent years, the high-tech development of the world's home appliance industry has attracted attention. While paying close attention to a series of new changes they have brought to people's lives, people are also paying special attention to their future development trends. Japan's home appliance manufacturing giants are now aiming at the evolution of international home appliance competition and the requirements of future competition, and relying on their high-tech advantages, they have proposed a new plan f...

AI Technical Summary

Problems solved by technology

The advantage of this method is that it is easy to obtain and has strong anti-noise ability. However, the direct use of gait energy map for matching has a big defect: the robustness is not high, which limits its practical application.

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