Title :
Identification of Annotations for Circuit Symbols in Electrical Diagrams of Document Images
Author :
De, Pradipta ; Mandal, Srimanta ; Bhowmick, Partha
Author_Institution :
Comput. Sci. & Eng., Haldia Inst. of Technol., Haldia, India
Abstract :
Though annotations are integral part of symbols in drawings, due attention is yet to be given for their identification, interpretation, and storage. A reconstructed drawing from the vector format is thus deficient in the complete description of the original, and hence requires costly and time-consuming manual intervention. This paper presents a method for segmentation and identification of annotations associated with electrical symbols in a circuit diagram, which may be used with the vectorizer to make it complete. The proposed method first separates the text region around an intended circuit symbol, and then identifies the annotation part of the segmented text corresponding to that particular symbol. Morphological operations are used in identification phase. Finally, an efficient OCR is used to get the numerical values of the symbols along with their units. The performance of the algorithm is tested on a variety of images with ample variations in annotation. Some of the results are presented in this paper to demonstrate its efficiency.
Keywords :
circuit diagrams; document image processing; electrical engineering computing; nomenclature; optical character recognition; text analysis; OCR; annotation segmentation; circuit diagram; circuit symbol annotation identification; document images; drawing reconstruction; drawings; electrical diagrams; morphological operations; numerical values; text region separation; text segmentation; vector format; vectorization; Character recognition; Computer science; Electronic mail; Image recognition; Optical character recognition software; Silicon; Vectors; Electrical circuit; OCR; electrical symbols; text annotation; vectorization;
Conference_Titel :
Signal and Image Processing (ICSIP), 2014 Fifth International Conference on
Conference_Location :
Jeju Island
DOI :
10.1109/ICSIP.2014.53