Handwritten digit and letter recognition using hybrid dwt-dct with knn and svm classifier

Handwritten digit and letter recognition is one of the oldest and a very important topic in the field of pattern recognition. Handwritten digit and letter recognition poses different problem because of different writing styles, similarity in structure and angle of orientation... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Image Classification EMNIST-Digits SVM classifier Accuracy (%) 97.74 # 4
Image Classification EMNIST-Letters DWT-DCT + SVM Accuracy 89.51 # 5

Methods used in the Paper


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