Facial Recognition Criminal Identification System using C# SQL Server and EmguCV Source Code

Facial Recognition Criminal Identification System is developed using C#, SQL Server, EmguCV and OpenCV, With the advent of security technology, cameras especially CCTV have been installed in many public and private areas to provide surveillance activities. The footage of the CCTV can be used to identify suspects on scene. However, because of limited software developed to automatically detect the similarity between photo in the footage and recorded photo of criminals, the law enforces thumbprint identification.

This system will be able to detect criminal face and recognize criminal face automatically. This will help the law enforcements to detect or recognize suspect of the case if no thumbprint present on the scene. The results show that 100% of input photo can be matched with the binary database.

There are two parts vital to the success of this system; detection and recognition. A face detection is one of the most important steps in a face recognition system and can be classified into four principle categories; knowledge based, feature invariant, template matching and appearance-based methods. In recognition, two stages are required; training process and evaluation process. In a training process, the algorithm is fed samples of the images to be learned and a distinct model for each image is determined while in an evaluation process, a model of a newly acquired test image is compared against all existing models in the database. Then the near corresponding model is acquired to determine whether the recognition is triggered. In this stage, a statistical procedure, Principal Component Analysis (PCA) is used to on a collection of face images to form a set of basis features, which is called a set of eigenfaces. Any human face can be considered to be a combination of these standard face.

Project Title               -           Facial Recognition Criminal Identification System

Project Type              -           Windows application

Technology               -           C#, EmguCV and OpenCV

Database                   -           SQL Server

Tool                            -           Visual Studio 2017

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