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- W2183698216 abstract "This studypresents a new methodforextracting characters fromvarious real-life complex document images. The proposed method applies amulti-plane segmentation technique to separate homogeneous objects including textblocks, non-text graphical objects, andbackground textures into individual object planes. Itconsists oftwostages -automatic localized multilevel thresholding, andmulti-plane region matching andassembling. Thenatext extraction process canbeperformed ontheresultant planes todetect andextract characters withdifferent characteristics intherespective planes. Theproposed method processes document images regionally andadaptively according totheir respective local features. Thisallows preservation ofdetailed characteristics from extracted characters, especially small characters withthinstrokes, aswell asgradational illuminations ofcharacters. Thisalso permits background objects withuneven, gradational, andsharp vanations incontrast, illumination, andtexture tobehandled easily andwell. Experimental results on real-life complex document images demonstrate that theproposed method iseffective inextracting characters withvarious illuminations, sizes, andfontstyles from various types ofcomplex document images.'" @default.
- W2183698216 created "2016-06-24" @default.
- W2183698216 creator A5034485889 @default.
- W2183698216 date "2006-01-01" @default.
- W2183698216 modified "2023-09-27" @default.
- W2183698216 title "TextExtraction fromComplex Document ImagesUsingtheMulti-plane Segmentation Technique" @default.
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