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Image Detection and Digit Recognition to solve Sudoku as a Constraint Satisfaction Problem

2019-05-25
Aditya Narayanaswamy, Yichuan Philip Ma, Piyush Shrivastava

Abstract

Sudoku is a puzzle well-known to the scientific community with simple rules of completion, which may require a com-plex line of reasoning. This paper addresses the problem of partitioning the Sudoku image into a 1-D array, recognizing digits from the array and representing it as a Constraint Sat-isfaction Problem (CSP). In this paper, we introduce new fea-ture extraction techniques for recognizing digits, which are used with our benchmark classifiers in conjunction with the CSP algorithms to provide performance assessment. Experi-mental results show that application of CSP techniques can decrease the solution’s search time by eliminating incon-sistent values from the search space.

Abstract (translated by Google)
URL

http://arxiv.org/abs/1905.10701

PDF

http://arxiv.org/pdf/1905.10701


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