Handwritten Character Recognition using Deep Learning
Bhargav Rajyagor, Rajnish Rakholia
2020International Journal of Recent Technology and Engineering (IJRTE)22 citationsDOIOpen Access PDF
Abstract
In day to day human life, handwritten documents are a general purpose for communication and restoring their information. In the field of computer science, character recognition using Deep Learning has more attention. DL has a massive set of pattern recognition tools that can apply to speech recognition, image processing, natural language processing and has a remarkable capability to find out a solution for complex machine learning problems. DL can focus on the specific feature of an image to character recognition for enhancing efficiency and accuracy.
Topics & Concepts
Computer scienceCharacter (mathematics)Intelligent character recognitionCharacter recognitionArtificial intelligenceFocus (optics)Document processingOptical character recognitionIntelligent word recognitionDeep learningSpeech recognitionFeature (linguistics)Field (mathematics)Set (abstract data type)Pattern recognition (psychology)Natural language processingFeature extractionImage (mathematics)LinguisticsPure mathematicsGeometryProgramming languageMathematicsOpticsPhysicsPhilosophyHandwritten Text Recognition TechniquesVehicle License Plate Recognition