A novel Video Copy Detection (VCD) is proposed.
The VCD is based on the Weber Binarized Statistical Image Features descriptor (WBSIF).
The matching process is performed by using of the χ2 test.
Results outline the robustness and effectiveness with high accuracy.
Proposed method shows a noteworthy performance against currently existing techniques.