• 센서학회지
• /
• 제32권6호
• /
• pp.481-486
• /
• 2023

Anomaly detection holds paramount significance across diverse fields, encompassing fraud detection, risk mitigation, and sensor evaluation tests. Its pertinence extends notably to the military, particularly within the Warrior Platform, a comprehensive combat equipment system with wearable sensors. Hence, we propose a data-compression-based anomaly detection approach tailored to unlabeled time series and sequence data. This method entailed the construction of two distinctive features, typicality and atypicality, to discern anomalies effectively. The typicality of a test sequence was determined by evaluating the compression efficacy achieved through the pattern dictionary. This dictionary was established based on the frequency of all patterns identified in a training sequence generated for each sensor within Warrior Platform. The resulting typicality served as an anomaly score, facilitating the identification of anomalous data using a predetermined threshold. To improve the performance of the pattern dictionary method, we leveraged atypicality to discern sequences that could undergo compression independently without relying on the pattern dictionary. Consequently, our refined approach integrated both typicality and atypicality, augmenting the effectiveness of the pattern dictionary method. Our proposed method exhibited heightened capability in detecting a spectrum of unpredictable anomalies, fortifying the stability of wearable sensors prevalent in military equipment, including the Army TIGER 4.0 system.

• 한국의류산업학회지
• /
• 제10권4호
• /
• pp.426-435
• /
• 2008

The purpose of this study is to consider the changes of the early twentieth century fashion in pursuit of mechanical beauty. As for the research methodology, literature survey has been undertaken. The results of this study are as following. In early twentieth century, fashion concept on the expression of mechanical beauty was considered as abstractness, atypicality, and high-tech. The abstractness of fashion was expressed by geometrical purity, box silhouette, moderate color, and cheap materials in association with mechanical reasonability and efficiency. The atypicality of fashion was connected progressive taste motivated by mechanical dynamic effect. This tendency of dress was constructed technically in response with the movement of body and totally transgressed conventional notions of clothing. The high-tech of fashion was presented by geometrical forms and metal materials in relation with the future-oriented utopia and the harmony between human and machine.

• 감성과학
• /
• 제25권1호
• /
• pp.91-102
• /
• 2022

가상공간의 활성화에 따라 아바타와 같이 사람을 대신하는 대리인(agent)의 사용이 활성화되었으나, 인공물이 사람과 유사해질수록 불편함을 느끼는 언캐니밸리(uncanny valley) 현상이 장애물로 작용하고 있다. 본 연구에서는 연예인에 기반을 둔 아바타에서 느껴지는 언캐니밸리 현상을 확인하고자 하였다. 연예인 및 일반인의 사진과 그 사진을 기반으로 제작된 아바타에서 눈 크기를 조절하여 비전형성 정도를 조작하였고, 이에 따른 언캐니밸리 현상의 강도를 측정하였다. 그 결과, 사진과 아바타 모두에서 연예인 얼굴에 대한 언캐니밸리 현상이 더 강하게 나타났다. 이는 친숙한 얼굴에 대해서 더 강한 얼굴 표상이 형성되어 얼굴 변화에 대해 더 쉽게 탐지한다는 기존의 발견들과 일치한다. 한편 사진 자극에 대해서는 기존의 연구에서처럼 비전형성 정도가 높아질수록 더 높은 언캐니밸리 현상이 발견되었으나, 아바타 자극에 대해서는 비전형성 정도에 따른 효과가 발견되지 않았다. 이는 만화의 등장인물에서 얼굴의 특징이 과장되어 커지거나 작아지는 경향 때문에 아바타에서 허용할 수 있는 비전형성 정도가 크기 때문으로 판단된다. 이와 같은 결과는 최근 연예인 아바타를 사용한 가상공간의 서비스에서 언캐니밸리 현상을 줄이기 위한 노력이 필요함을 시사한다.

• 응용통계연구
• /
• 제7권2호
• /
• pp.299-311
• /
• 1994

시계열 자료에서 우리는 이상 관측자료들을 흔히 발견하게 된다. 한 점의 이상 관측자료를 탐지하는 방법은 여러가지가 소개되었지만 연속적인 시점에서 이상자료가 존재하는 경우에 기존의 기법은 적절하지 못한 면이 있다. 이 논문에서는 그러한 자료들을 국소구조변화의 결과로 해석하고 그 변화의 크기를 모형화하는 방법을 제시하였다. 이 모형을 이용하여 그러한 국소구조변화를 탐지할 수 있는 통계량과 탐지과정을 제안하였다. 모의실험과 실제 자료의 분석을 수행하여 제안된 기법의 유용성을 평가하였다.

• 복식문화연구
• /
• 제18권4호
• /
• pp.687-702
• /
• 2010

The purpose of this study is to study the inner meaning and formative with distorted and atypical Informel image, body image expressed in modern fashion. Method of the study is as follow. The study method examined philosophy of art 19th century?in order to consider interconnections between social and cultural characteristics of expressionistic abstract art, a form of Informel and changed physical style. Based on this method, the Informel image that appeared in the plastic arts in terms of artistic significance and aesthetic value was examined. Based on the above discussion on modern fashion Informel images were expressed in any formative characteristics were considered. The results of this study are as follows. Contingencies through the spontaneous act of art to transcend the image of atypical lines formed elements of coincidence, was developed. Liberation was expressed from liberation of physical boundaries and created outward expansion of the free formative. Atypical was organic forms pursuing spontaneous plasticity and diversity, and appeared in the form of distortion and deformation.

• 패션비즈니스
• /
• 제22권1호
• /
• pp.135-147
• /
• 2018

Since the 20th century, there has been a growing interest in the new concept of fractals, a combination of mathematics and art, and the attempt to study the creative spatial aspects of the concept is being made. The purpose of this research is to examine artistic characteristics of fractal dimension and then analyze the types of fractal dimensions expressed in the fashion. Previous literature on fractals and dimension, and visual data on art and fashion collected over the Internet were used for analysis. Fractal dimension refers to the spatial concept of structural dimension of geometrical self-similarity. An analysis of the types of fractals seen in fashion revealed spatial expansion, the repetition in continual figures, superposition accordant to different sizes, and shades of different shapes. The aesthetic characteristics of fractal dimension appearing in fashions were examined based on analyses of fractal dimension types; the inherent characteristics of self-similarity, superimposition, and atypicality were found. Results obtained from this study are expected to be used as basic materials for the application of the design of fractal dimension into various perspectives of fashion.

• 패션비즈니스
• /
• 제24권4호
• /
• pp.117-129
• /
• 2020

Just as the name 'aesthetics' implies, the meaning of 'aisthesis' or 'sense' in Greek, is perceived as an important element in modern social design. Gilles Deleuze emphasized sensory expression over the rational side of the body, and argued for sensory theory, which is the theory of how painting produces new senses. The purpose of this study was to theoretically examine the sensory theory of Deleuze, which has given new value to the senses, apply it to analyze the body expression method shown in the Iris van Herpen collection, and derive its aesthetic characteristics. In his sensory theory, Deleuze argued that the senses can be expressed by the embodiment of force and rhythm, and one can only create art through the senses. To develop one's philosophical logic through Bacon's painting, we divided it into Hysteria, Cops sans organs, Diagram, Becoming, and Paired figures. Based on these analyses, the visualization of the senses in Iris van Herpen fashion resulted in hysteria, organ-free body, diagrams, and heterogeneity combinations. Analysis of the method of expression revealed rhythmicity, atypicality, scalability, and reproducibility as expression characteristics. Applying Deleuze's sensory theory to access experimental Iris van Herpen's fashion could confirm that there was an open system's accessibility. Deleuze's sensory theory, which has given a new value to the senses, will further help to understand modern fashion design in a wide and diverse way and discover the intrinsic value within it.

• 대한의생명과학회지
• /
• 제15권1호
• /
• pp.47-53
• /
• 2009

Urinary bladder cancer is diagnosed through urine cytology and cytoscopy with biopsy. An atypical urothelial cast is often found by voided urine cytology in a papillary urothelial cell carcinoma. The objective of this study is to demonstrate the significance of the evaluation of urinary nuclear matrix protein (NMP22) level and Sure Path Liquid-based cytology (SP-LBC) as compared to the examination of atypical urothelial cast in voided urine sediment for monitoring bladder cancer. From October 2007 to January 2008, we observed 3240 patients who visited the emergency laboratory of urology of Soonchunhyang University, Cheonan Hospital. Both NMP22 measurement and SP-LBC were performed in 31 patients who were positive in an atypical urothelial cast test. In particular, 26 men and 5 women were found to be atypical urothelial cast-positive persons. The average age for both men and women is 61.8. NMP22 test is positive in 23 of 31 cases (74.2%) from patients with atypical urothelial cast, while the test is negative in 8 of 31 cases (25.8%). The percentages of negativity, atypicality, suspicious malignancy, and malignancy in SP-LBC are 25.8% (8/31), 58.1% (18/31), 9.7% (3/31), and 6.5% (2/31), respectively. The relation of NMP22 positivity with the malignant degree in LBC is significant (P<0.01). Two malignant patients resulting from SP-LBC show the same results in histological examination. Overall, the study suggests the usefulness of NMP22 measurement and LBC as well as the examination of atypical urothelial cast for the diagnosis of early bladder cancer.