Details

Autor(en) / Beteiligte

• Garain, U.
• Jain, A.
• Maity, A.
• Chanda, B.

Titel

Machine reading of camera-held low quality text images: An ICA-based image enhancement approach for improving OCR accuracy

Ist Teil von

• 2008 19th International Conference on Pattern Recognition, 2008, p.1-4

Ort / Verlag

IEEE

Erscheinungsjahr

2008

Quelle

IEEE/IET Electronic Library

Beschreibungen/Notizen

• An Independent Component Analysis (ICA)-based image enhancement technique is presented to improve the accuracy for machine reading of camera-based images. Images of inscriptions that are normally engraved on stones or other durable materials and found at the sites of historical monuments are taken as a reference for conducting the present experiments. Significant improvement in recognition rate of a commercial OCR system shows the potential of the proposed ICA-based method. It improves word and character recognition accuracies of the OCR system by 68.6% (from 11.2% to 79.8%) and 57.3% (from 34.8% to 92.1%), respectively.