Programs

Devamı

Candidate Students

Devamı

Current Students

Devamı
Informatics Institute faculty member Behçet Uğur Töreyin coauthored paper titled  'Third Level Identification with Hyperspectral Imaging in Fingerprints' in relation to conference '2023 31st Signal Processing and Communications Applications Conference (SIU)' on 28 August 2023.

DOI: 10.1109/SIU59756.2023.10223903

Abstract:
Fingerprints are accepted as the key evidence in reaching the crime and the criminal. Identification from fingerprints is done at three levels. At the first level; fingerprint groups and subgroups, at the second level; fingerprint line characteristics, and at the third level, details such as pores, papilla structure, width, mold area and fractures. With the developing technology, algorithms are developed in which fingerprint direction and angle, combinations of placement between papillary characteristics and papillary flows are included in the evaluation process. In the study, 1–n queries were made in a dataset created from 800 fingerprints by manually and automatically extracted features with the blob detection algorithm, by randomly generating the latent fingerprints on which the pore details were displayed on the fingerprint line characteristics with hyperspectral imaging. In the fingerprint query, the latent fingerprints and the plain tenprints in the dataset were ranked using a score-based approach using the iterative closest point algorithm. According to the results obtained, it was observed that the score of the first candidate was higher and the scores of the candidates who came after it, were lower with the increase in the number of pores marked on the papilla lines and the accurate marking of these pores.
Date 22 Mar 2024

İTÜ Informatics Institute

bilisim-anasayfa-hakkimizda

ITU Informatics Institute provides graduate-level education and research in applied informatics, computer sciences, computational science and engineering, communication systems under the following programs.

Faculty members and students conduct research supported by national and international organızatıons in the fields of electromagnetic fields, communication systems/regulations, computational materials design, computational chemistry/biology, cryptography, signal/data processing/visualization, big data management, climate and ocean sciences, 

  • List of Most Influential Scientists; Associate Professor. B. Uğur Töreyin (article by Dr. John PA Ioannidis, K. W. Boyack and J. Baas published in the journal PLOS Biology)
  • Beltus Nkwawir Wiysobunri, the best project award in the Science category, in the 2020 International Students Project Competition
  • Argenit company, of which Dr. Abdulkerim Çapar is among the founding partners, received the "National-International Supports" First Prize of ITU ARI Teknokent.
  • TÜBİTAK 2242 University Students Project Competition in Priority Areas: Istanbul region first place - Ahmet Burak Özyurt
  • Best Presentation Award at ICAT'18 Conference: Sena Efsun Cebeci, 2018
  • Tubitak Incentive Award; 2016 Assoc. Prof. Adem Tekin
  • “Technical Paper” and “Willis H. Carrier” Award by the American Heating, Cooling and Air Conditioning Association; 2016 Assist. Prof. Dr. H. Salih Erden
  • Science Heroes Association Young Scientist of the Year Award; 2016 Assoc. B. Uğur Töreyin Best Poster Award at PRACEdays 2016 conference; Samet Demir
  • ITU Most Successful Thesis Award; 2016 Hatice Gokcan

There is also a High Performance Computing Laboratory established with the support of the State Planning Organization within the Institute.

Informatics Institute - Telephone +90 (212) 285 71 94

Informatics Institute - Fax +90 (212) 285 70 73

Informatics Institute- Address ITU Ayazaga Campus, 34469, Maslak/Istanbul

İTÜ Information Technologies Directorate ©