Published Paper Details:

Recently, image recognition technology using deep learning has improved significantly. Forensic analysis has proved to be one of the most utilitarian tool in investigating crime. Forensic analysis provides evidence / basic information of the said crime through analysis of physical evidence. This project address a scintillating technique to enhance the image quality of CCTV video to assist in the investigation of criminal cases. In the pre- processing phase for face recognition, face data with seven features that can be identified as a person are collected using CCTV. The collected dataset goes through the annotation process to classify the data and facial features are detected using deep learning. If there are four or more detected features, the image data is determined to be a person and the face is matched with stored user data in detail using 81 feature vectors. The problem of enhancing images is addressed by pure image processing method and machine learning technique. This project analyzes both of the above techniques and further concluded that the machine learning approach produces a more efficient result. The application of this technique can range from simple image filtering and advanced forensic image processing.