发明名称 Method and apparatus for classifying images and/or image regions based on texture information
摘要 A document processing system and a method for classifying an input image or region thereof as either a synthetic graphic or a natural picture, is disclosed. The system includes an image input subsystem, a processing subsystem for processing image data provided by the image input subsystem, and software/firmware means operative on the processing subsystem for a) low-pass filtering image data representative of the input image or region thereof to produce low-pass filtered pixel values; b) determining a smoothness value for each of a plurality of low-pass filtered pixel values; c) generating histogram data from the smoothness values; d) determining a texture metric for the input image or region thereof from a subset of the histogram data; and e) thresholding the texture metric to classify the input image as either a synthetic graphic or a natural picture.
申请公布号 US6766053(B2) 申请公布日期 2004.07.20
申请号 US20000737513 申请日期 2000.12.15
申请人 XEROX CORP 发明人 FAN ZHIGANG;BALASUBRAMANIAN THYAGARAJAN
分类号 G06K9/20;G06T7/40;(IPC1-7):G06K9/00 主分类号 G06K9/20
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