Publication

Towards explainable writer verification and identification using vantage writers

Brink, A., Schomaker, L. & Bulacu, M., 2007, ICDAR 2007: NINTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS. Werner, B. (ed.). LOS ALAMITOS: IEEE (The Institute of Electrical and Electronics Engineers), Vol. 2. p. 824-828 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

APA

Brink, A., Schomaker, L., & Bulacu, M. (2007). Towards explainable writer verification and identification using vantage writers. In B. Werner (Ed.), ICDAR 2007: NINTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS (Vol. 2, pp. 824-828). LOS ALAMITOS: IEEE (The Institute of Electrical and Electronics Engineers).

Author

Brink, Axel ; Schomaker, Lambert ; Bulacu, Marius. / Towards explainable writer verification and identification using vantage writers. ICDAR 2007: NINTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS. editor / B Werner. Vol. 2 LOS ALAMITOS : IEEE (The Institute of Electrical and Electronics Engineers), 2007. pp. 824-828

Harvard

Brink, A, Schomaker, L & Bulacu, M 2007, Towards explainable writer verification and identification using vantage writers. in B Werner (ed.), ICDAR 2007: NINTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS. vol. 2, IEEE (The Institute of Electrical and Electronics Engineers), LOS ALAMITOS, pp. 824-828, 9th International Conference on Document Analysis and Recognition, Brazil, 23/09/2007.

Standard

Towards explainable writer verification and identification using vantage writers. / Brink, Axel; Schomaker, Lambert; Bulacu, Marius.

ICDAR 2007: NINTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS. ed. / B Werner. Vol. 2 LOS ALAMITOS : IEEE (The Institute of Electrical and Electronics Engineers), 2007. p. 824-828.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Vancouver

Brink A, Schomaker L, Bulacu M. Towards explainable writer verification and identification using vantage writers. In Werner B, editor, ICDAR 2007: NINTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS. Vol. 2. LOS ALAMITOS: IEEE (The Institute of Electrical and Electronics Engineers). 2007. p. 824-828


BibTeX

@inproceedings{d91fcaf2170f49d3a01241b53bbe1190,
title = "Towards explainable writer verification and identification using vantage writers",
abstract = "In this paper a new method for off-line writer verification and identification is proposed which encodes writer features as a mix of typical handwriting styles, written by so-called vantage writers. Since their handwriting can be shown to the user the method provides a degree of transparency that is usually not present in automatic verification and identification systems. It acts as a dimensionality reduction of a precomputed basic feature vector In this experiment, the hinge feature was used. The method was tested with unconstrained connected cursive text in two datasets: a known dataset of 252 writers and 1074 writers from a new, forensic dataset.",
keywords = "FEATURES",
author = "Axel Brink and Lambert Schomaker and Marius Bulacu",
year = "2007",
language = "English",
isbn = "978-0-7695-2822-9",
volume = "2",
pages = "824--828",
editor = "B Werner",
booktitle = "ICDAR 2007: NINTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS",
publisher = "IEEE (The Institute of Electrical and Electronics Engineers)",

}

RIS

TY - GEN

T1 - Towards explainable writer verification and identification using vantage writers

AU - Brink, Axel

AU - Schomaker, Lambert

AU - Bulacu, Marius

PY - 2007

Y1 - 2007

N2 - In this paper a new method for off-line writer verification and identification is proposed which encodes writer features as a mix of typical handwriting styles, written by so-called vantage writers. Since their handwriting can be shown to the user the method provides a degree of transparency that is usually not present in automatic verification and identification systems. It acts as a dimensionality reduction of a precomputed basic feature vector In this experiment, the hinge feature was used. The method was tested with unconstrained connected cursive text in two datasets: a known dataset of 252 writers and 1074 writers from a new, forensic dataset.

AB - In this paper a new method for off-line writer verification and identification is proposed which encodes writer features as a mix of typical handwriting styles, written by so-called vantage writers. Since their handwriting can be shown to the user the method provides a degree of transparency that is usually not present in automatic verification and identification systems. It acts as a dimensionality reduction of a precomputed basic feature vector In this experiment, the hinge feature was used. The method was tested with unconstrained connected cursive text in two datasets: a known dataset of 252 writers and 1074 writers from a new, forensic dataset.

KW - FEATURES

M3 - Conference contribution

SN - 978-0-7695-2822-9

VL - 2

SP - 824

EP - 828

BT - ICDAR 2007: NINTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, VOLS I AND II, PROCEEDINGS

A2 - Werner, B

PB - IEEE (The Institute of Electrical and Electronics Engineers)

CY - LOS ALAMITOS

ER -

ID: 1618782