The Retrieval of Shoeprint Images Based on the Integral Histogram of the Gabor Transform Domain - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Communication Dans Un Congrès Année : 2014

The Retrieval of Shoeprint Images Based on the Integral Histogram of the Gabor Transform Domain

Xiangyang Li
  • Fonction : Auteur
  • PersonId : 990807
Minhua Wu
  • Fonction : Auteur
  • PersonId : 990808
Zhiping Shi
  • Fonction : Auteur
  • PersonId : 990793

Résumé

Shoeprint images which are extracted at the scene of cases are a kind of important modern forensic clue and evidence. Retrieving the images of the same or the similar shoeprint images from the database quickly and accurately is very important to criminal investigation. To deal with the fragmental shoeprint images, we propose a shoeprint images matching and retrieval algorithm which computing the integral histogram in the Gabor transform domain. First, through the integral histogram find out the most similar position of the fragmental image in the intact image. Then, extract the features of the region found in the first step. At last, compute the similarity of the two components. Experiment results prove that this algorithm leads an increase of 4.82% in the retrieval precision, compared with computing the global features of two images directly.
Fichier principal
Vignette du fichier
978-3-662-44980-6_28_Chapter.pdf (4.42 Mo) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01383339 , version 1 (18-10-2016)

Licence

Paternité

Identifiants

Citer

Xiangyang Li, Minhua Wu, Zhiping Shi. The Retrieval of Shoeprint Images Based on the Integral Histogram of the Gabor Transform Domain. 8th International Conference on Intelligent Information Processing (IIP), Oct 2014, Hangzhou, China. pp.249-258, ⟨10.1007/978-3-662-44980-6_28⟩. ⟨hal-01383339⟩
61 Consultations
157 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More