Title :
Weber local descriptor from three orthogonal planes based video copy detection
Author :
Boukhari, A. ; Serir, Amina
Author_Institution :
FEI, Image Process. & Radiat. Lab., U.S.T.H.B., Algiers, Algeria
Abstract :
This paper presents a novel video copy detection system. The kernel of the approach is based on our proposed extended local descriptor WLD to three orthogonal planes (WLD-TOP). Indeed, in the aim to extract features vector, key-frames are generated and then a perceptual hash is performed using the WLD-TOP descriptor. The proposed method is applied on three databases and evaluated against several attacks. Performances are assessed in relation to recent studies of the state of the art and the use of other descriptors. The obtained results outline the robustness of the proposed video copy detection in terms of precision, recall and accuracy.
Keywords :
copy protection; cryptography; feature extraction; file organisation; video signal processing; WLD-TOP descriptor; attack evaluation; extended local descriptor; key frame; perceptual hash; three orthogonal plane; vector feature extraction; video accuracy; video copy detection system; video precision; video recall; weber local descriptor; Accuracy; Databases; Feature extraction; Histograms; Muscles; Time complexity; Vectors; Local binary pattern; Three orthogonal planes; Video copy detection; Weber local descriptor; video retrieval;
Conference_Titel :
Visual Information Processing (EUVIP), 2014 5th European Workshop on
Conference_Location :
Paris
DOI :
10.1109/EUVIP.2014.7018374