Hybrid profile recognition on the MUGSHOT database (2024)

Wallhoff, F., Arsić, D., Schuller, B., Rigol, G., Stadermann, J., & Störmer, A. (2005). Hybrid profile recognition on the MUGSHOT database. In EUROCON 2005 - The International Conference on Computer as a Tool (pp. 1405-1408). Article 1630224 (EUROCON 2005 - The International Conference on Computer as a Tool; Vol. II). IEEE Computer Society. https://doi.org/10.1109/eurcon.2005.1630224

@inproceedings{e7db68c13da74e2980e3a49d5e43bf09,

title = "Hybrid profile recognition on the MUGSHOT database",

abstract = "Face recognition is employed in several systems and computer based applications besides security applications. A broad variety of appearance based approaches has been presented and evaluated even on large datascts. However, most of the systems mainly concentrate on Images and models that have been taken from the frontal view of the face. Thus they are limited to test views being taken from a similar viewpoint. In the present treatise we Introduce several Integrated hybrid systems consisting of artificial neural networks and statistical Hidden Markov Models to recognize profile views of unfamiliar persons, although the system has just been trained on frontal material. This problem Is called the mugshot recognition task.",

keywords = "Discriminative training objective, Face recognition, Hybrid systems, MUGSHOT",

author = "Frank Wallhoff and Dejan Arsi{\'c} and Bj{\"o}rn Schuller and Gerhard Rigol and Jan Stadermann and Andre St{\"o}rmer",

year = "2005",

doi = "10.1109/eurcon.2005.1630224",

language = "English",

isbn = "142440049X",

series = "EUROCON 2005 - The International Conference on Computer as a Tool",

publisher = "IEEE Computer Society",

pages = "1405--1408",

booktitle = "EUROCON 2005 - The International Conference on Computer as a Tool",

note = "EUROCON 2005 - The International Conference on Computer as a Tool ; Conference date: 21-11-2005 Through 24-11-2005",

}

Hybrid profile recognition on the MUGSHOT database. / Wallhoff, Frank; Arsić, Dejan; Schuller, Björn et al.
EUROCON 2005 - The International Conference on Computer as a Tool. IEEE Computer Society, 2005. p. 1405-1408 1630224 (EUROCON 2005 - The International Conference on Computer as a Tool; Vol. II).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Hybrid profile recognition on the MUGSHOT database

AU - Wallhoff, Frank

AU - Arsić, Dejan

AU - Schuller, Björn

AU - Rigol, Gerhard

AU - Stadermann, Jan

AU - Störmer, Andre

PY - 2005

Y1 - 2005

N2 - Face recognition is employed in several systems and computer based applications besides security applications. A broad variety of appearance based approaches has been presented and evaluated even on large datascts. However, most of the systems mainly concentrate on Images and models that have been taken from the frontal view of the face. Thus they are limited to test views being taken from a similar viewpoint. In the present treatise we Introduce several Integrated hybrid systems consisting of artificial neural networks and statistical Hidden Markov Models to recognize profile views of unfamiliar persons, although the system has just been trained on frontal material. This problem Is called the mugshot recognition task.

AB - Face recognition is employed in several systems and computer based applications besides security applications. A broad variety of appearance based approaches has been presented and evaluated even on large datascts. However, most of the systems mainly concentrate on Images and models that have been taken from the frontal view of the face. Thus they are limited to test views being taken from a similar viewpoint. In the present treatise we Introduce several Integrated hybrid systems consisting of artificial neural networks and statistical Hidden Markov Models to recognize profile views of unfamiliar persons, although the system has just been trained on frontal material. This problem Is called the mugshot recognition task.

KW - Discriminative training objective

KW - Face recognition

KW - Hybrid systems

KW - MUGSHOT

UR - http://www.scopus.com/inward/record.url?scp=33947306625&partnerID=8YFLogxK

U2 - 10.1109/eurcon.2005.1630224

DO - 10.1109/eurcon.2005.1630224

M3 - Conference contribution

AN - SCOPUS:33947306625

SN - 142440049X

SN - 9781424400492

T3 - EUROCON 2005 - The International Conference on Computer as a Tool

SP - 1405

EP - 1408

BT - EUROCON 2005 - The International Conference on Computer as a Tool

PB - IEEE Computer Society

T2 - EUROCON 2005 - The International Conference on Computer as a Tool

Y2 - 21 November 2005 through 24 November 2005

ER -