DocumentCode :
562729
Title :
Recognition of numbers and position using image processing techniques for solving Sudoku Puzzles
Author :
Simha, Pramod J. ; Suraj, K.V. ; Ahobala, Tejas
Author_Institution :
Electron. & Commun. Dept., VTU, Bangalore, India
fYear :
2012
fDate :
30-31 March 2012
Firstpage :
1
Lastpage :
5
Abstract :
In this paper we propose a method of detecting and recognizing the elements of a Sudoku Puzzle and providing a digital copy of the solution for it using MATLAB. The method involves a vision-based sudoku solver. The solver is capable of solving a sudoku directly from an image captured from any digital camera. After applying appropriate pre-processing to the acquired image we use efficient area calculation techniques to recognize the enclosing box of the puzzle. A virtual grid is then created to identify the digit positions. Template matching is used as a method for digit recognition. The actual solution is computed using a backtracking algorithm. Experiments conducted on various types of sudoku questions demonstrate the efficiency and robustness of our proposed approaches in real-world scenarios. The algorithm is found to be capable of handling cases of translation, perspective, illumination gradient, scaling, and background clutter.
Keywords :
backtracking; computer games; computer vision; image matching; mathematics computing; object recognition; MATLAB; Sudoku puzzle solving; Sudoku questions; area calculation techniques; background clutter case; backtracking algorithm; digit recognition; digital camera; illumination gradient case; image processing techniques; number recognition; perspective case; position recognition; scaling case; solution digital copy; template matching; translation case; virtual grid; vision-based Sudoku solver; Application software; Character recognition; Conferences; Estimation; Image recognition; Robustness; Adaptive thresholding; largest grid detection; number identification; recursive backtrack algorithm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advances in Engineering, Science and Management (ICAESM), 2012 International Conference on
Conference_Location :
Nagapattinam, Tamil Nadu
Print_ISBN :
978-1-4673-0213-5
Type :
conf
Filename :
6215962
Link To Document :
بازگشت