Automatic retrieval of shoeprint images using blocked sparse representation

Highlights • The sparse representation was used for the first time to retrieval shoeprints. • Sparse representation method is used to describe shoeprint patterns. • 950 shoeprint image similar to the crime scene images.

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Bibliographic Details
Published in:Forensic science international 2017-08, Vol.277, p.103-114
Main Authors: Alizadeh, Sayyad, Kose, Cemal
Format: Article
Language:English
Subjects:
Classification
Crime
Criminals
Detectors
Dictionaries
Distortion
Feature extraction
Fingerprinting
Forensic engineering
Forensic science
Forensic sciences
Fourier analysis
Fourier transforms
Gabor transformation
Identification methods
Image detection
Image retrieval
International conferences
Methods
Multi-block sparse representation
Neural networks
Pathology
Pattern recognition
Representations
Shoeprint
Shoes & boots
Similarity measurement
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Description
Summary:Highlights • The sparse representation was used for the first time to retrieval shoeprints. • Sparse representation method is used to describe shoeprint patterns. • 950 shoeprint image similar to the crime scene images.
ISSN:0379-0738
1872-6283
DOI:10.1016/j.forsciint.2017.05.025