Matching the Sketched Images with Mugshot Images
- Input: The face image dataset are implemented as input image. The input images are taken in the format .jpg or .png
- Preprocessing: The collected input images are subjected to preprocessing. In the Preprocessing step we can implement the image resize and noise filtering are performed.
- Face detection & extraction: In this face detection process is implemented the Viola-Jones is used to detect the face region and the detected region will extracted.
- Feature Extraction: In the feature extraction process, we can implement the Local binary pattern to extract the facial features, by using these method to extract features.
- Classification: In this step to implement the Distance Based Classifier is used to specify the detect the person relevant to the input image.
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