• 디지털콘텐츠학회 논문지
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• 제19권1호
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• pp.205-212
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• 2018

본 논문에서는 CNN 기반 서명인식에서 시간 정보를 이용하여 위조판별을 보다 정확하게 하는 방법을 제안한다. 시간정보를 쉽게 이용하고 서명 작성속도에 영향을 받지 않기 위해 서명을 동영상으로 획득하고 서명 전체 시간을 동일한 개수의 등 간격으로 나누어 각 이미지를 얻은 후 이를 합성하여 서명 데이터를 만든다. 본 논문에서 제안한 합성 서명이미지를 이용한 방법과 기존에 마지막 서명 이미지만을 이용하는 방법을 비교하기 위하여 CNN 기반의 다양한 서명인식 방법을 실험하였다. 25명의 서명데이터로 실험한 결과 시간 정보를 이용하는 방법이 기존 방법에 비하여 모든 위조판별 실험에서 성능이 향상됨을 보았다.

• 한국실내디자인학회논문집
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• 제16권6호
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• pp.240-249
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• 2007

The purpose of this paper is to produce color harmony code based on color harmony prototype in terms of environmental color design. This paper proposes ways of categorizing more accurate color harmony prototype through digital image processing by the computer program called the Color Syntax. The method of analysis adopted in this paper is pixel based color image processing. The study suggests color harmony prototype which are categorized by a color harmony angles. These angles represented internal relations between colors. This study describes development processes of color harmony prototype which is a basis for creating color harmony codes. Development processes of color harmony schema consists of color analysis, color codes generation and color selection. Also, how to analyze color images and to chose suitable harmony color codes among various codes are main research issues. As a final result, 109 color harmony codes have been obtained. These code numbers are suggested through rotating 2 color pairs in a 360-degree arc in the same color harmony angles, the codes which is applicable to the color harmony schema previously developed. This color harmony codes will produce better color environment in a sense that it will help designers to maximally reduce their time consumption, and the results of their designs will also be related to the use of proper color for regional environments.

• 디지털산업정보학회논문지
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• 제8권3호
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• pp.65-74
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• 2012

A barcode is a representative means of cognition. It is either printed on the package of a product or attached to it as a sticker. It is used for the fast cognition of a product at a store. It is considerably cheap to make a barcode. Also, it is possible to read it fast by using a barcode reader. Because of such convenience provided by the barcode, a new system using the barcode as a means of settling payments like a currency or a credit card has been developed. However, due to its characteristics, it is easy to reduplicate, forge or falsify a barcode easily. Therefore, this study focuses on the case of applying the system using barcodes as a means of settling payments without providing solutions for the potential weaknesses. Also, this study suggests various points to consider regarding the creation of safe barcodes as one of the related measures, while providing various methods using additional means of certification other than the one of using barcodes in addition to the way of applying complexity with barcode numbers. Throughout this study, it will be possible to safely establish and operate the payment-settlement system using barcodes.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제13권5호
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• pp.2588-2609
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• 2019

Speech homomorphic encryption has become one of the key components in secure speech storing in the public cloud computing. The major problem of speech homomorphic encryption is the huge data expansion of speech cipher-text. To address the issue, this paper presents a speech homomorphic encryption scheme with less data expansion, which is a probabilistic statistics and addition homomorphic cryptosystem. In the proposed scheme, the original digital speech with some random numbers selected is firstly grouped to form a series of speech matrix. Then, a proposed matrix encryption method is employed to encrypt that speech matrix. After that, mutual information in sample speech cipher-texts is reduced to limit the data expansion. Performance analysis and experimental results show that the proposed scheme is addition homomorphic, and it not only resists statistical analysis attacks but also eliminates some signal characteristics of original speech. In addition, comparing with Paillier homomorphic cryptosystem, the proposed scheme has less data expansion and lower computational complexity. Furthermore, the time consumption of the proposed scheme is almost the same on the smartphone and the PC. Thus, the proposed scheme is extremely suitable for secure speech storing in public cloud computing.

• 한국컴퓨터정보학회논문지
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• 제24권1호
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• pp.25-32
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• 2019

With the rapid development of artificial intelligence technology, the patenting activities related to the fields of AI is increasing worldwide. In particular, a share of patent filed in China has exploded in recent years and overtakes the numbers in the US. In the present study, we focus our attention on the patenting activity of China and the US. We analyzed 6,281 and 13,664 patent applications in the US and China respectively between 2008 and 2018, and belonging to the "G06F(Electric Digital Data Processing)", "G06N(Computer Systems Based on Specific Computational Models)", "H04L(Transmission of Digital Information)" and nine more relevant technological classes, as indicated by the International Patent Classification(IPC). Our analysis contributes to: first, the understanding of patent application trends from foreign countries filed in the US and China, 2) patent application status by applicants category such as companies, universities and individuals, 3) the development direction and forecasting vacant technology of AI according to main IPC code. Through the analysis of this paper, we can suggest some implications for patent research related to artificial intelligence in Korea. Plus, by analyzing the most recent patent data, we can provide important information for future artificial intelligence technology research.

• 정보보호학회논문지
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• 제10권4호
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• pp.47-57
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• 2000

본 논문에서는 디지털 컨텐츠의 전자상거래에서 사용될 수 있는 재분배자의 개선된 자동 식별기능을 갖는 효율적 인 익명성을 제공하는 핑거프린팅 방식을 제안한다. Domingo가 Electronic Letters에서 제안한 방식은 등록 프로토콜의 통신 회수와 식별프로토콜에서 지수 연산 회수가 너무 많아 전자상거래에서 비효율적이다. 제안하는 방식은 등록 프로토콜에서 통신 회수를 2-pass로 줄였고, 식별 프로토콜에서는 평균적으로 공개키 디렉토리 상에 있는 공개키 수에 반정도의 지수 연산의 회수가 필요했던 것을 단지 1번의 지수 연산으로 줄였다. 따라서, 디지털 컨텐츠의 전자상거래 가 일상 생활에서 쓰이게 됨에 따라 제안하는 방식의 이용 가치는 증대될 것이다.

• 디지털산업정보학회논문지
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• 제18권4호
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• pp.1-11
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• 2022

Recently, research on license plate recognition, which is a core technology of an intelligent transportation system(ITS), is being actively conducted. In this paper, we propose a method to extract numbers and characters from low-quality license plate images by applying the YOLOv4 algorithm. YOLOv4 is a one-stage object detection method using convolution neural network including BACKBONE, NECK, and HEAD parts. It is a method of detecting objects in real time rather than the previous two-stage object detection method such as the faster R-CNN. In this paper, we studied a method to directly extract number and character regions from low-quality license plate images without additional edge detection and image segmentation processes. In order to evaluate the performance of the proposed method we experimented with 500 license plate images. In this experiment, 350 images were used for training and the remaining 150 images were used for the testing process. Computer simulations show that the mean average precision of detecting number and character regions on vehicle license plates was about 93.8%.

• 디지털융복합연구
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• 제20권3호
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• pp.35-40
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• 2022

인터넷 시대의 도래와 COVID-19의 발생으로 많은 기업들이 온라인 거래를 진행하고 있다. 하지만 사이버경제가 작동하는 방식 때문에 거래금액과 고객번호 등을 허위로 조작해 재무부정을 벌이는 기업이 점차 늘고 있다. 본 연구의 목적은 인터넷 시대 기업의 재무부정 행위를 분석하고 해결책을 제시하는 것이다. 이에 본 연구는 중국 루이씽커피의 재무부정 행태를 예시로 분석하고 재무부정의 원인과 대응방안을 연구했다. 결과적으로 재무부정의 원인은 온라인 거래로 인한 현금흐름의 불투명성에 있다는 것을 발견했다. 본 연구는 기업 내부통제 시스템의 개선, 리스크 관리 시스템 개발, 종합적인 외부감독 시스템 구축을 제안했다.

• The Journal of Advanced Prosthodontics
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• 제16권1호
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• pp.38-47
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• 2024

PURPOSE. This study aims to evaluate the accuracy of different shade selection techniques and determine the matching success of crown restorations fabricated using digital shade selection techniques. MATERIALS AND METHODS. Teeth numbers 11 and 21 were prepared on a typodont model. For the #11 tooth, six different crowns were fabricated with randomly selected colors and set as the target crowns. The following four test groups were established: Group C, where the visual shade selection was performed using the Vita 3D Master Shade Guide and the group served as the control; Group Ph, where the shade selection was performed under the guidance of dental photography; Group S, where the shade selection was performed by measuring the target tooth color using a spectrophotometer; and Group I, where the shade selection was performed by scanning the test specimens and target crowns using an intraoral scanner. Based on the test groups, 24 crowns were fabricated using different shade selection techniques. The ΔE values were calculated according to the CIEDE2000 (2:1:1) formula. The collected data were analyzed by means of a one-way analysis of variance. RESULTS. For the four test groups (Groups C, Ph, S, and I), the following mean ΔE values were obtained: 2.74, 3.62, 2.13, and 3.5, respectively. No significant differences were found among the test groups. CONCLUSION. Although there was no statistically significant difference among the shade selection techniques, Group S had relatively lower ΔE values. Moreover, according to the test results, the spectrophotometer shade selection technique may provide more successful clinical results.

• Archives of Reconstructive Microsurgery
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• 제8권1호
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• pp.44-49
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• 1999

From January 1990 to December 1998, 449 consecutive single-digital replantations were reviewed retrospectively in order to determine the essential number of vascular anastomoses for successful finger replantation. The correlations between the number of anastomosed vessels and survival rate were examined according to the amputated digital levels and all of the correlated results were compared with each other statistically. In zone I, The survival rate of the digits with a repaired vein was higher than that of digits treated with external bleeding method. In zone II, the equal number(s) between the arterial and venous repair was an important factor in successful replantation. And the repaired arteries more than repaired veins in number led to venous congestion and resulted in a failure of replantation, which was maybe due to the large amount of arterial input relative to small volume of amputated stump with small sized vein. In zone III, the equal number(s) between the arterial and venous repair was also an important factor in successful replantation. But unlike in zone II, venous congestion was scarcely happened if the venous drainage was sufficient with a repaired large vein alone. In zone IV, two or more arteries and veins were required for successful replantation. In conclusion, it is desirable that the repair of vessels as many as possible to increase the possibility of a good result. But digital amputations and their condition for replantation were variable, therefore, the numbers in vascular repair should to be modified and straightforward as the case may be.