• Title/Summary/Keyword: Writer Verification

Search Result 9, Processing Time 0.024 seconds

Online Signature Verification using Extreme Points and Writer-dependent Features (변곡점과 필자고유특징을 이용한 온라인 서명 인증)

  • Son, Ki-Hyoung;Park, Jae-Hyun;Cha, Eui-Young
    • Journal of Korea Multimedia Society
    • /
    • v.10 no.9
    • /
    • pp.1220-1228
    • /
    • 2007
  • This paper presents a new system for online signature verification, approaching for finding gaps between a point-to-point matching and a segment-to-segment matching. Each matching algorithm has been separately used in previous studies. Various features with respect to each matching algorithm have been extracted for solving two-class classification problem. We combined advantages of the two algorithms to implement an efficient system for online signature verification. In the proposed method, extreme feints are used to extract writer-dependent features. In addition, using the writer-dependent features proves to be more adaptive than using writer-independent features in terms of efficiency of classification and verification in this paper.

  • PDF

Writer Verification Using Spatial Domain Features under Different Ink Width Conditions

  • Kore, Sharada Laxman;Apte, Shaila Dinkar
    • Journal of Computing Science and Engineering
    • /
    • v.10 no.2
    • /
    • pp.39-50
    • /
    • 2016
  • In this paper, we present a comparative study of spatial domain features for writer identification and verification with different ink width conditions. The existing methods give high error rates, when comparing two handwritten images with different pen types. To the best of our knowledge, we are the first to design the feature with different ink width conditions. To address this problem, contour based features were extracted using a chain code method. To improve accuracy at higher levels, we considered histograms of chain code and variance in bins of histogram of chain code as features to discriminate handwriting samples. The system was trained and tested for 1,000 writers with two samples using different writing instruments. The feature performance is tested on our newly created dataset of 4,000 samples. The experimental results show that the histogram of chain code feature is good compared to other methods with false acceptance rate of 11.67%, false rejection rate of 36.70%, average error rates of 24.18%, and average verification accuracy of 75.89% on our new dataset. We also studied the effect of amount of text and dataset size on verification accuracy.

Handwritten One-time Password Authentication System Based On Deep Learning (심층 학습 기반의 수기 일회성 암호 인증 시스템)

  • Li, Zhun;Lee, HyeYoung;Lee, Youngjun;Yoon, Sooji;Bae, Byeongil;Choi, Ho-Jin
    • Journal of Internet Computing and Services
    • /
    • v.20 no.1
    • /
    • pp.25-37
    • /
    • 2019
  • Inspired by the rapid development of deep learning and online biometrics-based authentication, we propose a handwritten one-time password authentication system which employs deep learning-based handwriting recognition and writer verification techniques. We design a convolutional neural network to recognize handwritten digits and a Siamese network to compute the similarity between the input handwriting and the genuine user's handwriting. We propose the first application of the second edition of NIST Special Database 19 for a writer verification task. Our system achieves 98.58% accuracy in the handwriting recognition task, and about 93% accuracy in the writer verification task based on four input images. We believe the proposed handwriting-based biometric technique has potential for use in a variety of online authentication services under the FIDO framework.

An On-Line Signature Verification Algorithm Based On Neural Network (신경망 기반의 온라인 서명 검증 알고리듬)

  • Lee, Wan-Suck;Kim, Seong-Hoon
    • Journal of Intelligence and Information Systems
    • /
    • v.7 no.2
    • /
    • pp.143-151
    • /
    • 2001
  • This paper investigates the development of a neural network based system for automated signature authentication that relies on an autoregressive characterization for the segments of a signature. The primary contributions of this work are tow-fold: a) the development of the neural network architecture and the modalities of training it, b) adaptation of the dynamic time warping algorithm to fomulate a new method for enabling consistent segmentation of multiple signatures from the same writer. The performance of the signature verification system has been tested using a sizable database that includes a comprehensive set of simulated and realistic forgeries. False Acceptance and False Rejection error rates of 0.78% and 1.6% respectively were obtained in tests conducted using 1920 skilled forgeries.

  • PDF

The Study of the Relation between the Deciding Factors of Local Identity and Local Image Improvement - Focusing on the 2016 Festival of Daegaya Experience- (지역정체성 확립요인과 지역이미지 제고와의 관련성 연구 -'2016 가야체험축제'를 중심으로-)

  • Kim, Hyung-Jun
    • Journal of the Korea Safety Management & Science
    • /
    • v.19 no.2
    • /
    • pp.117-133
    • /
    • 2017
  • The purpose of this study is to consider the relation between the deciding factors of local identity and local image improvement. To achieve this purpose, the deciding factors of local identity have been set as the following four: historical identity, cultural identity, (nature) scenery identity, and industrial identity. The writer has established a model to represent the relation between these factors and the local image improvement, namely 'Visitor Satisfaction' and 'Revisit Intentions', and framed a hypothesis for empirical verification. The study results are as follows: First, the deciding factors of local identity which this study addressed are empirically proven to have a significant effect on the visitor satisfaction and the intention to revisit in which is it likely that the greater the impact of the deciding factors, the higher the visitor satisfaction and revisit intentions would be. Second, the deciding factors of local identity, it appears that the 'historical identity' factor had the largest impact on the visitor satisfaction, and the 'cultural identity' factor had the largest impact on the revisit intentions. Therefore, of the four deciding factors, the 'historical identity' should be considered the highest priority to increase the visitor satisfaction, and the 'cultural identity' should be considered the highest priority to increase the revisit intentions. Third, based on the verification of the relation between the visitor satisfaction and revisit intentions, it can be presumed that the greater the visitor satisfaction, the higher the revisit intentions would be.

Educational Implications about Online Debates on a Socio-Scientific Issue from a Postmodernist Perspective: Focus on the Mad Cow Disease (포스트모더니즘의 관점에서 본 과학 관련 사회적 쟁점에 대한 온라인 토론의 과학교육적 함의: 광우병 사례를 중심으로)

  • Jho, Hun-Koog;Song, Jin-Woong
    • Journal of The Korean Association For Science Education
    • /
    • v.30 no.8
    • /
    • pp.933-952
    • /
    • 2010
  • This study aims to characterize debate on a socio-scientific issue in the Internet and to provide implications from a postmodernist perspective. This study concentrates on disentanglement of the complex relationship among society, economy, politics and science in an issue and characterization of the given text centering on its originality, the relationship between writer and reader, and the purpose of utterance. Sixty-six most read articles on a web message board were chosen and analyzed as a typical case of a socio-scientific issue in the internet. In them, five scientific disputes were identified: the cause of mad cow disease (MCD), specified risk material and the incubation period, the cause of new variant Creutzfeld-Jakob disease (vCJD), vulnerability of vCJD and the relation of Alzheimer and vCJD in American patients. Each argument is intertwined with social, economic and political problems such as its impact on the domestic beef market, feeding environment of imported cattle and the retaliation against denial of importation. With regard to originality, it is found that the originality of an author is weakened but communal through repetitive quotation of 'Peom', cutting and pasting, and engagement of readers with their comments. Furthermore, in order to close the gap between writer and reader, identity and personal narrative of the writers are often introduced into their writing. In terms of purpose of utterance, these are intended to deliver one's feelings or facilitate human behavior rather than inform through verification of a principle.

Functions and Aesthetic Feelings of Sino-Korean Poems in 「Changseongamuirok」 of written in chinese in Dankook University (단국대학교 소장 한문본 「창선감의록(倡善感義錄)」 소재 삽입 한시의 기능과 미감)

  • Yoon, Jaehwan
    • (The)Study of the Eastern Classic
    • /
    • no.59
    • /
    • pp.183-211
    • /
    • 2015
  • This paper is to clarify the literary value of sino-korean poems interposed in Changseongamuirok. As the author of Changseongamuirok is thought to be a person with considerable knowledge of sino-korean literature, the sino-korean poems interposed in Changseongamuirok can be the clue to examine his literary ability. Furthermore, evaluation on the sino-korean poems interposed in Changseongamuirok can have the verification of Changseongamuirok's literary value and of the author's ability to create novels and to compose literary pieces be possible, and is thought to help determining who wrote Changseongamuirok. The sino-korean poems interposed in Changseongamuirok is not necessary parts for composition or development of the entire piece but additional parts for explaining and verifying characters and situations. Functions and roles of the interposed sino-korean poems are indeed very limited, but it is thought that the reason the author interposed such sino-korean poems into the piece is that those poems perform functions more than superficial limited ones. When the composition of Changseongamuirok and the literary achievement of its interposed sino-korean poems are examined, it can be thought that the author of Changseongamuirok achieved the level of professional novel writer. From the point of view, it can be said that Changseongamuirok was written in the time closer to the $19^{th}$ century than to the $17^{th}$ century and that the author also had literary and narrative creativity with considerable sino-korean literary ability. Such an author adopted sino-korean poems since he thought those interposed sino-korean poems took important roles for strengthening novelistic value and literary excitement. Further and deeper interests in and researches on sino-korean poems interposed into novels of Joseon dynasty period are expected.

A Study on the Design Diagnostic Guideline in Crowdfunding for Makers (메이커스(Makers)를 위한 크라우드 펀딩 디자인 진단 가이드라인에 관한 연구)

  • Oh, In Kyun;Lee, Jang Woo
    • Korea Science and Art Forum
    • /
    • v.35
    • /
    • pp.281-292
    • /
    • 2018
  • Crowd funding is also called social funding because of SNS that it helps early start-up founder and makers to raise money for idea product production. Recently, the funding platform has recorded high growth rates. As a result, the government in Korea has introduced various support policies for the crowd funding. The purpose of this study is to develop a diagnostic design guideline for product design oriented makers based on the historical situation. The paper writer applied literature survey and expert interview as research methods. The literature survey focused on internet news and previous research studies. The expert interview was conducted for 10 specialist people and divided for the second time. As a result of the text survey, the current guideline was lacking in design and in detail. Researchers have been informed through previous paper that information transfer text and images are important factors for funding success. In the first interview with seven special participants, we made a draft design guideline for social funding with a two-step process and nine themes. We, research and three professional people having a evaluation experience, conducted verification and supplementation for establishing the design guider with a three-step process and eight themes in the next interview. The design guideline for crowd funding, it can be used by money funding manager apart from design makers. Through the results of this paper, researchers are expected to prevent problems and contribute to healthy crowd funding ecosystem development.

A Style Study for Reissued Gongsin-Gyoseo in Joseon Dynasty (조선시대 재발급(再發給) 공신교서(功臣敎書) 양식 연구)

  • Sim, Young-hwan;Lee, Jin-hee
    • Korean Journal of Heritage: History & Science
    • /
    • v.47 no.2
    • /
    • pp.4-19
    • /
    • 2014
  • In Joseon dynasty, Gongsin-Gyoseo(Royal Edicts rewarding meritorious vassals) was issued for the reward of the contribution to the specific event of the nation. The family decided as vassals succeeded this Gongsin-Gyoseo as the family treasure to later generations. When one happened to lose this caused by an unavoidable situation such as war in this process, there were a few cases of reissuing of Gongsin-gyoseo by the nation. The confirmative reissued Gongsin-gyoseo among Gongsin-gyoseo that descended down by now are three pieces which is Park dongnyang Hoseong Gongsin-Gyoseo, Gu goeng Jeongsa Gongsin-Gyoseo, and Park jung Jeongsa Gongsin-Gyoseo. This research considered the form and mounting about these three pieces. It was indicated that the reissued Gongsin-Gyoseo was produced following the same form with the original Gongsin-Gyoseo, that is pyeongchul(moving to next lines) and daedu (writing one or two letters ahead compared to the first letter) and so on. But, it was indicated that the change of the position of the vassals in the reissued time was reflected compared to position of the original Gongsin-Gyoseo. In case of Jeonsa Gongsin-Gyoseo, it was indicated that it was 'Wonjongdaewang-whi' since the original Gongsin-Gyoseo was 'Jeongwongun-bu' and the reissued time he became the father of King Injo. Also, it was confirmed that the case of deprivation because of conspiracy such as 'Kim jajeom, Kim ryeon, Sim kiwon, Sim kisung' was produced as the original document and deleted with black ink stick. It was newly confirmed while the original Gongsin-Gyoseo was produced by a designated writer from the nation, the reissuance was written by a writer from the family of the vassals. Since the mounting of Gongsin-Gyoseo could be changed according to the favor and technique of the craftsman participated in the practical production such as Baezeopjang and economical situation of the country supplying the material, the mounting of these three Gongsin-Gyoseo should be different from the original mounting, especially because of the loss of the original by the Manchu war of 1636. The comparison result of Gongsin-Gyoseo produced in the same period with the original issued one in the record of the related Uigwe (a collection of documents from the Joseon Dynasty), the reissued one seems to be larger in the form or ratio of the mounting compared to the first issued one. First of all, the width of Byunah was expanded as twice bigger, center and both side Hoejang also was bigger as over 2cm, and the below Hoejang was expanded as 10cm, and the ratio of the upper Hoejang and the below Hoejang was wider as 1.5 times and the reissuance was 1:1 ratio. The bisect of upper shaft in Park dongnyang Hoseong Gongsin-Gyoseo is assumed as the form of an equilateral triangle, not a half-moon shape of the present, and Gu goeng and Park jung Jeongsa Gongsin-Gyoseo will be the form whose bisection form is same but the size is smaller. Chuksu is confirmed that the size is not changed significantly. Osaekdahoe can be assumed that the width was smaller compared to the first issued one. The 3 pieces of the reissued versions provide the clue of the verification for the form of the mounting of Bosa Gongsin-Gyoseo in the same production period. In the situation that the mounting of the production time was not confirmed among the currently descended Bosa Gongsin-Gyoseo, they can be very important materials.