Automatic Sketch Generation for Person Recognition

In recent years, technology is advancing while criminal activity is also increasing in crowded public spaces such as airports, railway stations and meetings. Biometrics plays a significantly important role in person reidentification, it requires a long time for data collection and processing. The demerits of biometrics can be rectified using sketch recognition. Sketching is an art used to identify a person. This work analyzed sketches of person identification and recognition using machine learning classifiers. Experimental results show smaller the stroke line period, the greater the recognition rate. The stroke line period with 4 and 7 have experimented for accurate recognition.