• Journal of the Korea Computer Graphics Society
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• v.28 no.3
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• pp.55-65
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• 2022

Recently, deep learning-based automated systems for identifying and detecting landmarks have been proposed. In order to train such a deep learning-based model without overfitting, a large amount of image and labeling data is required. Conventionally, an experienced reader manually identifies and labels landmarks in a patient's image. However, such measurement is not only expensive, but also has poor reproducibility, so the need for an automated labeling method has been raised. In addition, in the X-ray image, since various human tissues on the path through which the photons pass are displayed, it is difficult to identify the landmark compared to a general natural image or a 3D image modality image. In this study, we propose a geometric data augmentation technique that enables the generation of a large amount of labeling data in X-ray images. In addition, the optimal attention mechanism for landmark detection was presented through the implementation and application of various attention techniques to improve the detection performance of 16 major landmarks in the skull. Finally, among the major cranial landmarks, markers that ensure stable detection are derived, and these markers are expected to have high clinical application potential.

• 한국HCI학회:학술대회논문집
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• 2007.02a
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• pp.500-506
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• 2007

얼굴에 대한 시각적 인지는 오랫동안 인간에게 중요한 문제로 인식되어 왔다. 수 세기 동안 이루어져 왔던 미용 화장과 성형, 치아 교정 등의 다양한 연구는 사람의 얼굴을 감성적 측면에서 어떻게 하면 아름답게 만들 수 있는 가에 초점을 두었다. 본 논문에서는 휴먼 입출력 인터페이스로서 햅틱 장치와 스테레오 디스플레이를 혼합한 다중 감각 인터랙션 기반의 감성적인 3차원 얼굴 메이크업 시뮬레이션 프레임워크를 개발한다. 본 연구는 3차원 스캐너 장비로부터 사용자의 얼굴 모델을 추출하고, 그 데이터를 이용하여 자연스럽고 직관적인 얼굴 메이크업 시뮬레이션을 수행하는 것을 목표로 하고 있다. 이를 위하여 본 연구에서는 surface elements 표현 기반의 3차원 얼굴 필터링 방법과 얼굴 메이크업을 지원하는 페인팅 방법을 개발한다. 우선 사용자의 얼굴 모델을 3차원 스캐너로 획득한 후, 전처리 얼굴 필터링을 수행하여 조명, 그리고 사용자 얼굴 피부 상태에 기인하는 에러 및 속성들을 보정하고 피부 톤을 사용자가 선호하는 색으로 변경한다. 최종적으로 사용자는 햅틱 및 스테레오 디스플레이 장치를 이용하여 두 개의 레이어로 구성된 페인팅 표면 모델에 메이크업을 수행한다. 본 연구에서 적용한 surface elements 표현 기반의 그래픽 렌더링은 일반적인 메쉬 기반 페인팅의 문제점인 텍스쳐 왜곡 현상을 완화하고, 3차원 스캐너 장치에 기인하는 표면 에러를 보정한다. 그리고 전처리 얼굴 필터링과 메이크업 페인팅 방법은 사용자 중심의 감성적인 3차원 얼굴을 재구성하도록 한다. 결과적으로 본 연구에서 개발한 이러한 기술들이 다중 감각 인터페이스 기반의 메이크업 시뮬레이터의 기본 프레임워크가 되어, 차후 메이크업이나 코디네이션 분야 등의 디지털 콘텐츠 산업에서 활용될 수 있음을 확인하였다.

• Journal of Broadcast Engineering
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• v.28 no.1
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• pp.141-144
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• 2023

Recently, a joint channel estimation, channel quantization, feedback, and precoding system based on deep-neural network (DNN) was proposed. The corresponding system achieved a joint optimization based on deep learning such that it achieved a higher sum rate than the existing codebook-based precoding systems. However, this DNN-based procoding system is not directly applicable for the environments with many users such that a specific user selection can potentially increase the sum rate of the system. Thus, in this letter, we study an appropriate user selection method suitable for DNN-based precoding.

• Cross-Cultural Studies
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• v.50
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• pp.77-101
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• 2018

Even in our modern era, the projection of monsters in the recent literature contains the critical imagination of human existence for the posthuman age. The meaning of the monster-abject, especially as from the perspective of feministic criticism, contains criticism of the violent and oppressive patriarch as observed in the modern times. This article focuses on the gendered imagination of the discussions of the "abject" discussed by Julia Kristeva, and the "monstrous femine" discussed by Barbara Creed. Kim Eon-Hee's poems and Han Kang's novels, which have been examined extensively for analysis, show that the practical strategy of abject that goes beyond hate and sublime, wonder and joy through the imagination and concepts of monsters. The monster-abject strategy of Kim Eon-Hee's poem can be summarized by the narrative method of mirroring and the imagination of the truncated body. Mirroring falsification, which mimics the male speaker, is a method that some feminists strategically utilize in relation to the problem of female aversion in recent years as noted in the literature. In Kim Eon-Hee's poem, "becoming a man" and "imitating a man," through the method of mirroring appear as an image of cutting to dismantle the body. In that way, the narrative strategy of the abject that draws out abominations and bizarre effects which contains a strong critique of the patriarchal dominant ideology. The monster-abject strategy of Han-Kang's novel is embodied through the being of plants and the process of vegetarian-anorexia process. The world of the adject which was oppressed in the Han-Kang's novel, returns to the senses of the body through the symbol of the body. It is noted that the fictional characters who realize the repressed desire through the pathological symptom expressed by the female, go on to body perform active transformation. The sense of a body in a novel is not only a rejection of the world of animalman-civilization, but also a radically questioning of the noted and recognized boundaries between human beings and non-human being entities. The two writer's works show that the imagination of the monster-adject is not limited to rejecting the existing gender categories, but also goes in the direction of exploring the possibilities of various associated gender actions.

• Journal of the Korean Dietetic Association
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• v.30 no.1
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• pp.61-73
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• 2024

This report was prepared to introduce the developed Internet of Things (IoT)-based Smart Food Safety Management System (iMEAL) for children's foodservices registered in the Center for Children's Foodservice Management and report the results of hygiene monitoring through microbial analysis of two foods simulated and distributed based on this system. The program consisted of three menu screens: a foodservice management and meal inspection function, a refrigerator/freezer monitoring function, and a sanitary/safety inspection log function. Data such as cooking temperature, refrigerator and freezer temperature, salinity, and chlorine concentration were collected using IoT sensors or terminals, and hygiene safety inspection diary results (recorded by cooks) were transmitted to the Internet and stored. The APCs (3.78±0.07 log CFU/g) and E. coli (not detected) in stir-fried pork teriyaki sauce and the heating process met cooking standards. Similarly, the APCs (4.05±0.05 log CFU/g) and E. coli (not detected) in cucumber/chomuchim, which was not heated, also met cooking standards. APCs increased over time when cooked food was left for 1 hour, 1.5 hours, or 2 hours but remained acceptedable. Based on hygiene monitoring results of these two foods, using the i-MEAL system resulted in the safe production and distribution of children's food.

• Proceedings of the Korea Information Processing Society Conference
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• 2023.11a
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• pp.1088-1089
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• 2023

컨테이너선의 컨테이너 유실이 빈번한 상황 속에서 이를 방지하고자 유실에 영향을 미칠 수 있는 분야 3 가지를 선정했다. 센서 최적화 알고리즘, 턴버클 회전 감시, 컨테이너 외부에 작용하는 힘의 합이 3 가지를 합하여 컨테이너 유실 방지를 위한 연구를 진행했다. 센서 위치의 최적화를 통해 총 컨테이너의 20%만 센서만 부착하여도 모니터링이 가능하여지도록 만들어 물리적, 경제적 비용을 절감할 수 있다. 이를 토대로 부착된 카메라를 통해 턴버클의 풀림을 관측하여 선원의 감시구역을 35% 정도 줄여주며, 라싱에서 지탱할 수 있는 상태의 범위를 넘어서는 식을 통해서 컨테이너의 유실 가능성이 어느 정도인지 확인이 가능해지도록 한다.

• Proceedings of the Korea Information Processing Society Conference
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• 2023.11a
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• pp.337-338
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• 2023

컨테이너 해상 유실 사고는 매해 적지 않은 수로 발생하고 있으나 기존에는 사후적 대응, 사전 대응 관점의 대응책들이 대부분이다. 그렇기에 항해 간 컨테이너 유실에 대한 모니터링이 필요한데, 선원들이 항해하는 선박에 적재된 수천 개의 컨테이너를 일일이 들여다보거나 모든 곳에 센서를 부착해 감지하는 것에는 물리적, 경제적 한계가 존재한다. 본 연구는 선박에 적재된 컨테이너들을 3차원 좌표 화하여 선박의 경사시험에서 모티브를 가져와 일정 정도의 기울기를 선박에 적용하였을 때, 기울기 중심을 기준으로 회전운동이 가장 큰 좌표에 해당하는 컨테이너들을 K-평균 군집화를 통해 최적화 위치로 선정하여 센서 위치를 최적화시켜 효율적인 컨테이너 유실 감지를 위한 기반을 마련한다.

• Geophysics and Geophysical Exploration
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• v.22 no.3
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• pp.107-115
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• 2019

Recently, since earthquakes have happened frequently in Gyeongju and Pohang areas in Korea, the earthquake detection research gets lots of attention. Geophysical monitoring data have been changed during the earthquake activity because the huge amount of energy is accumulated. The change of telluric current can be predicted by both of piezoelectric and electrokinetic effects before or during the earthquake occurrence, and if the change value exceeds the conventional telluric current noise, we can measure changes in the electric field associated with earthquakes. In this study, we have self-developed and verified the system that can monitor the telluric current. In order to verify our telluric current monitoring system, we installed lines of 40 m (E-W direction) and 28 m (N-S direction) on the site in Pohang. The telluric currents were sampled at 1 kHz for about a month. We have compared and analyzed the data of earthquake signals and electrical noises based on the earthquakes that occurred during the monitoring period. We have monitored if there were significant signals related to the earthquake on measured time series data. Through this study, we will suggest the direction of continuous research in the future.

• Journal of the Korean Society for Aviation and Aeronautics
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• v.28 no.3
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• pp.27-40
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• 2020

Flight safety in modern commercial aircraft depends on the ability of pilots to manage overall flight operations. ICAO has made it mandatory for airlines to adhere to Crew Resource Management(CRM) policies to reduce operational safety threats. CRM is a set of techniques designed to effectively manage the human resources, aircraft, and environmental factors in order to promote safety and enhance efficient air operations. When looking at the career backgrounds of new pilots joining the Republic of Korea's commercial airlines, discharged military fighter pilots represent the largest demographic. Fighter pilots are experienced in empowering leadership and directive leadership from their military training and culture. New commercial airline pilots with military fighter pilot training should effectively acquire the required civil aviation CRM skills. The present study has been carried out to determine how the leadership experience of this demographic affects the acquisition of CRM skills for commercial airlines, and it confirms that there is a positive correlation.

• Journal of Digital Contents Society
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• v.19 no.3
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• pp.561-567
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• 2018

In this paper, we apply this method to the entire process of smart disaster safety management based on the $4^{th}$ industrial revolution to minimize human, social, economic and environment damage from accidents and disasters, prevention evaluation and disaster information collection analysis and real-time detection of field situation. Prevention of $5^{th}$ generation communication system by analysis, contrast by education and training using virtual reality and augmented reality disaster safety management decision support system intelligent robot for recovery, disaster, discovery, reconnaissance relief, and scale analysis of damages were proposed.