대안적 통째학습 기반 저품질 레거시 콘텐츠에서의 문자 인식 알고리즘

이성진,윤준석,박선후,유석봉,Lee, Sung-Jin,Yun, Jun-Seok,Park, Seon-hoo,Yoo, Seok Bong 한국정보통신학회 2021 한국정보통신학회논문지 Vol.25 No.11

문자 인식은 스마트 주차, text to speech 등 최근 다양한 플랫폼에서 필요로 하는 기술로써, 기존의 방법과 달리 새로운 시도를 통하여 그 성능을 향상시키려는 연구들이 진행되고 있다. 그러나 문자 인식에 사용되는 이미지의 품질이 낮을 경우, 문자 인식기 학습용 이미지와 테스트 이미지간에 해상도 차이가 발생하여 정확도가 떨어지는 문제가 발생된다. 이를 해결하기 위해 본 논문은 문자 인식 모델 성능이 다양한 품질 데이터에 대하여 강인하도록 이미지 초해상도 및 문자 인식을 결합한 통째학습 신경망을 설계하고, 대안적 통째학습 알고리즘을 구현하여 통째 신경망 학습을 수행하였다. 다양한 문자 이미지 중 차량 번호판 이미지를 이용하여 대안적 통째학습 및 인식 성능 테스트를 진행하였고, 이를 통해 제안하는 알고리즘의 효과를 검증하였다. Character recognition is a technology required in various platforms, such as smart parking and text to speech, and many studies are being conducted to improve its performance through new attempts. However, with low-quality image used for character recognition, a difference in resolution of the training image and test image for character recognition occurs, resulting in poor accuracy. To solve this problem, this paper designed an end-to-end learning neural network that combines image super-resolution and character recognition so that the character recognition model performance is robust against various quality data, and implemented an alternative whole learning algorithm to learn the whole neural network. An alternative end-to-end learning and recognition performance test was conducted using the license plate image among various text images, and the effectiveness of the proposed algorithm was verified with the performance test.

목향(木香) 에탄올추출물의 항균효과(抗菌效果)

이성진,김대성,문연자,우원홍,이장천,임규상,Lee, Sung-Jin,Kim, Dae-Sung,Mun, Yeun-Ja,Woo, Won-Hong,Lee, Jang-Cheon,Lim, Kyu-Sang 대한한방안이비인후피부과학회 2009 한방안이비인후피부과학회지 Vol.22 No.1

Objective : The purpose of this study is to investigate the antibacterial activity of Saussurea lappa for the applications of herb-based extracts to both cosmetic and medicinal industries. Methods : Antibacterial activity of ethanol extract of Saussutes lappa (ESL) was assessed using agar diffusion and broth dilution methods, and determined by whether clear zone was formed around paper disc and in terms of the size (mm) of clear zone, Results : ESL provided activity against Staphylococcus aureus KCTC 1927 in concentration of 1 mg/ml with an clear zone of 16 mm, and showed an activity against Staphylococcus epidermids KCTC 1917 in concentration of 1 mg/ml with an clear zone of 18mm. Moreover, the minimum inhibitory concentration (MIC) of ESL against S. sureus and S. epidermidls were 1 mg/ml for both bacterial species. However, ESL showed no growth inhibition against Pseudomonas aeruginosa KCTC 12513, Enterobactet aerogenes KCTC 2190, Escherichia coli KCTC 2571, Salmonella typhimurium KCTC 1925 and Propionibacterium acnes KCCM 41747. Conclusions : Antibacterial activity of ESL against Staphylococcus sureus and Staphylococcus epidermids causing eye and skin diseases was proved. The result suggest that ESL may be useful as a natural preservative on behalf of synthetic preservatives.

궤도 개량을 위한 도상/노반 평가 시험

이성진,장승엽,이종섭,박형춘,최진수,Lee, Sung Jin,Jang, Seung Yup,Lee, Jong Sub,Park, Hyung Choon,Choi, Jin Soo 한국구조물진단유지관리공학회 2014 한국구조물진단유지관리공학회지 Vol.18 No.3

객체 인식 정확도 개선을 위한 이미지 초해상도 기술

이성진,김태준,이충헌,유석봉,Lee, Sung-Jin,Kim, Tae-Jun,Lee, Chung-Heon,Yoo, Seok Bong 한국정보통신학회 2021 한국정보통신학회논문지 Vol.25 No.6

객체 검출 및 인식 과정은 컴퓨터비전 분야에서 매우 중요한 과업으로써, 관련 연구가 활발하게 진행되고 있다. 그러나 실제 객체 인식 과정에서는 학습된 이미지 데이터와 테스트 이미지 데이터간 해상도 차이로 인하여 인식기의 정확도 성능이 저하되는 문제가 종종 발생한다. 이를 해결하기 위해 본 논문에서는 객체 인식 정확도 향상을 위한 이미지 초해상도 기법을 제안하여 객체 인식 및 초해상도 통합 프레임워크를 설계하고 개발하였다. 세부적으로는 11,231장의 차량 번호판 훈련용 이미지를 웹 크롤링, 인조데이터 생성 등을 통해 자체적으로 구축하고, 이를 활용하여 이미지 좌우 반전에 강인하도록 목적함수를 정의하여 이미지 초해상도 인공 신경망을 훈련시켰다. 제안 방법의 성능을 검증하기 위해 훈련된 이미지 초해상도 및 번호 인식기 1,999장의 테스트 이미지에 실험하였고, 이를 통해 제안한 초해상도 기법이 문자 인식 정확도 개선 효과가 있음을 확인하였다. The object detection and recognition process is a very important task in the field of computer vision, and related research is actively being conducted. However, in the actual object recognition process, the recognition accuracy is often degraded due to the resolution mismatch between the training image data and the test image data. To solve this problem, in this paper, we designed and developed an integrated object recognition and super-resolution framework by proposing an image super-resolution technique to improve object recognition accuracy. In detail, 11,231 license plate training images were built by ourselves through web-crawling and artificial-data-generation, and the image super-resolution artificial neural network was trained by defining an objective function to be robust to the image flip. To verify the performance of the proposed algorithm, we experimented with the trained image super-resolution and recognition on 1,999 test images, and it was confirmed that the proposed super-resolution technique has the effect of improving the accuracy of character recognition.

고정식 자켓구조물 용접이음부 응력집중계수 평가

이성진,문현기,경갑수 한국구조물진단유지관리학회 2011 한국구조물진단학회 학술발표회논문집 Vol.2011 No.9

Circular tubular connection fabricated by welding become to be a vulnerable structure for fatigue in servicing by the affect of the geometric shape. It is necessary to improve the safety with evaluating SCF(Stress Concentration Factor) for the connections of offshore structure. In order to offer basic data using in evaluation of SCF for welded connections with complex shape, in this study, we investigated relationship between shape factor and SCF in simple K-type cross section.

지루성 피부염의 한의학적 문헌 고찰

이성진,홍철희,정미림,Lee, Sung-Jin,Hong, Chul-Hee,Jung, Mi-Rim 대한한방안이비인후피부과학회 2016 한방안이비인후피부과학회지 Vol.29 No.2

Objectives : The aim of this study is to analyze research of Korean medicine for the treatment of seborrheic dermatitis. Methods : We searched domestic journals with the title 'seborrheic, dermatitis, 脂漏, 面遊風, 白屑風, 紐?風'. We searched The Journal of Korean Medicine Ophthalmology and Otolaryngology and Dermatology, NDSL, RISS, KISS, The National Assembly Library and OASIS. Results : We selected 15 papers; 11 clinical trials, 4 systematic reviews. In clinical trial all studies showed positive effect, but less example used in the studies. Conclusions : Positive effect of Korean Medicine on seborrheic dermatitis is expected. But we find several limits in many papers, so we conclude that well-designed researches are needed.

SKH-1 Hairless Mice에서의 히알루론산 경구 투여를 통한 피부 광노화 개선 효과

이성진,서윤희,윤민규,유희종,최수영,Lee, Sung-jin,Seo, YoonHee,Yun, Min-kyu,Yu, Heui-jong,Choe, Soo-Young 한국식품영양학회 2015 韓國食品營養學會誌 Vol.28 No.6

Photoaging is the main extrinsic aging factor that is induced due to UVB. Many studies have revealed that application of hyaluronic acid to the skin is effective in healing photoaging. However, the effect of hyaluronic acid through oral administration is unclear. The aim of this research was to investigate the effect on skin photoaging after oral administration of hyaluronic acid. During a ten week study, hyaluronic acid was fed to hairless mice, which were illuminated by UV radiation. After ten weeks, wrinkle indicator and histological changes were determined. Compared with the control group, the sample group had a decrease in wrinkle depth, thickness, and number. Especially, the HA 160 mg/kg group had a similar value of wrinkle depth ($19.44{\pm}0.75{\mu}m$), number ($654.00{\pm}98.34$), and thickness ($1.35{\pm}0.08mm$), when compared with the RA (retinoic acid) group ($19.28{\pm}0.95{\mu}m$, $653.57{\pm}83.54$, and $1.34{\pm}0.07mm$ respectively). Also, the treated group showed improved elastosis and decreased collagen degradation resulting from UV irradiation. Thus, we can conclude that hyaluronic acid has a positive effect in improving skin photoaging induced by UV radiation. Hyaluronic acid therefore has the potential to be an ingredient in skin health function foods. 본 연구에서는 HA에 대하여 UVB로 주름을 유도시킨 hairless mice에게 경구 투여를 하였을 때, 주름 개선에 미치는 영향을 관찰하였다. 쥐는 UV를 쪼여 광노화를 진행하였으며, HA는 UVB에 노출시키기 4주 전부터 투여하여 총 14주 동안 투여하였다. 주름 개선 평가는 replica 제작하여 주름의 길이, 깊이, 개수, 두께로 평가하였다. 또한, 피부의 조직학적 평가를 통해 진피층 내 교원섬유와 탄력섬유의 양과 형태를 관찰하였다. 10주 동안의 HA를 급여하였을 때 주름의 깊이, 두께, 개수를 측정한 주름 개선 평가에서 세 항목 모두 개선되는 결과를 보였다. 특히 HA의 160 mg/kg 농도에서는 주름의 깊이는 $19.44{\pm}0.75{\mu}m$, 주름 수는 $654.00{\pm}98.34$, 주름두께는 $1.35{\pm}0.08mm$로 양성 대조군(RA)의 결과(주름깊이; $19.28{\pm}0.95{\mu}m$, 주름 수; $953.57{\pm}83.54$, 주름두께; $1.34{\pm}0.07mm$)와 비슷한 수치를 나타내며, 우수한 피부 광노화 개선효과를 보였다. 하지만, 주름길이의 결과에서는 유의적 차이를 나타내지 않았다. HA의 섭취로 인한 교원섬유 및 탄력섬유 염색을 통한 조직학적 평가에서는 UV에 의해 밀도가 엉성하고 배열이 불규칙적이던 섬유들이 개선된 것을 관찰할 수 있었다. 이상의 결과로 보아 HA를 경구 투여 시 UV로부터 유도된 광노화 억제 및 피부주름 개선에 효능이 있음을 확인하였다.

고려시대 왕실호위제도의 사적 고찰

이성진,김의영,이종환,Lee, Sung-Jin,Kim, Eui-Young,Lee, Jong-Hwan 한국경호경비학회 2007 시큐리티연구 Vol.- No.14

고려시대의 왕실 호위라 함은 오늘날로 보면 국가원수에 대한 경호에 해당한다. 고려시대의 독특한 정치제도가 완성되기까지는 신라시대나 태봉국의 제도를 답습하여 왕의 신변을 중심으로 경호가 실행되었다. 고려의 중앙군은 2군과 6위라는 8개의 부대로 편성되었다. 2군은 6위보다 위였으며 이는 응양군(鷹揚軍)과 용호군(龍虎軍)으로서 이를 근장(近仗)이라고 불렀다. 이를 오늘날의 공경호와 관련을 지어보면 근접경호에 해당된다. 고려 귀족 사회의 안정기에 귀족문화의 전성기를 누렸으나 그 뒤로 귀족분열과 상극대립으로 중앙통제력이 약화되는 가운데 무신란이 일어나고 무신들이 집권함으로서 왕의 신변은 안정되지 못하였다. 최씨 무인집권시대에 이르러 무인집권의 안전을 위하여 도방을 설치했고 최우 시대에는 그의 문객들을 모아 사병들뿐만 아니라 정방, 서방, 등의 문신을 거느려 인사행정을 담당케 했다. 몽고에 항쟁하던 시대에는 무신통치의 군사적 기반이었던 삼별초를 중심으로 항쟁했다. 최씨 정권시대의 그들 나름의 국가관과 국가 호위의 정신을 알 수 있다. The Guard over the royal household in the "Goryeo" era was the same as if was over the President or Ruler of a nation today. In those days, a king represented a nation and any threat to the safety of a king could bring the destruction of a nation and the dispersion of the people. by reviewing the change of the 2-Gun 6-Wi system of the era, it can be, summed up as follow, Ther will be suggestions. The Guard might focus on a king's personal safety in the wake of the system of the Silla and Taebong dynasties until the establishment of the Goryeo Dynasty's unique political system. "Goryeo" rebuilt the royal palace in Gyeonyeong-gun to take the shape of unified country after its accomplishment of unification of the late three countries, Then it was afraid of the rebellion and uprising of local powerful clans, The country put them under control and organized the local army with them in the era of Kings, Seongjong, through the kings, Seongjong and Gwangjong. The army system of "Goryeo" consisted of 2-Gun and 6-Wi, and 2-Gun placed above the 6-Wi played the role of the Royal guards, and among the organizations a certain army under the specific name of "Gyeonyong-gun" guarded the kings in the nearest position. An aristocratic culture enjoyed its golden age in the period of stability of the aristocracy of "Goryeo", but afterward in the confusion of the aristocratic disruption and incompatible confrontation the country lost its control, and faced military rebellions by treating civil officials well and ill-treating military officials The safety of kings become unstable with the grasping political power by the military officials, and "Dobang" was established in the era of Choi's family to grasp political power. In the era of Choi Woo, he gathered his men and organized his familys army with them and managed the personnel administration with the civil officials of "Jeongbang and Seobang under his command. Such a fact shows the similarity to today's task of guarding. Considering the facts that "Sambyeolcho, the military ground of the military-men-rule, was at the center of the struggling against Mongolia and that even after the fall of the military regime, they rebelled and fought against Mongolia to the end, we came to know that the nationalism in the era of the military era was great. In the transition of external situations from "Myeong" to "Won"(Chinese dynasties), the conflict between the old "Won"-friendly power and the new "Myeong"-friendly power caused the weakness of the power to guard the royal household, and "Goryeo" at last gave way to the newly rising "Joseon" led by Lee, Seong Gye who won the people's confidence.

유리체절제술의 학습곡선

이성진,박수은,Sung Jin Lee,Su Eun Park 대한안과학회 2007 대한안과학회지 Vol.48 No.7

Purpose: To determine the learning curve of surgeons who perform vitrectomy by studying the results of the first 500 vitrectomy cases that were performed after a fellowship training course for a retina surgeon. Methods: The medical records of the first 500 vitrectomy cases performed by a retina surgeon from February 2001 were reviewed. We included the first operation of each eye and excluded partial vitrectomy and ocular laceration cases. We defined failure as reoperation cases within 3 months and cases with serious visual complication. Results: There were 261 eyes (52.2%) from male patients, and 239 eyes (48.7%) from female patients; the average age was 59.7 years old. The causative diseases were, in order of frequency, proliferative diabetic retinopathy, retinal detachment, and branch retinal vein occlusion. The final visual outcomes showed improvement of more than 2 lines in 274 eyes (54.8%), and a decrease of more than 2 lines in 50 eyes (10.0%). Failure was the outcome in 37 eyes (7.4%) and was more frequent in the first 2 years of surgeries; the causes of failure were, in order of frequency, retinal detachment, vitreous hemorrhage, and neovascular glaucoma. Visual acuity in the first 2 years, during which failure was more frequent, was not different from that in the last 3 years. Conclusions: To achieve consistently stable results in vitrectomy, a newly trained retina surgeon needs about 150 cases of vitrectomy or 2 years of experience.

주행차량에 따른 개단면 강바닥판 교량의 국부거동 특성

이성진,경갑수,박진은,이희현,Lee, Sung-Jin,Kyung, Kab-Soo,Park, Jin-Eun,Lee, Hee-Hyun 한국강구조학회 2012 韓國鋼構造學會 論文集 Vol.24 No.1

강바닥판 교량은 비교적 얇은 강판이 사용되며, 가로 세로리브 및 가로보 등의 구조부재가 용접에 의해 복잡한 형상으로 조립되므로 용접에 의한 변형과 결함이 발생할 가능성이 매우 높고, 용접연결부에서의 응력 상태가 매우 복잡하다. 또한 실제 강바닥판 교량에서의 피로균열은 주부재보다 2차부재와의 용접연결부에서 발생되고 있다. 그러나 강바닥판교량 설계시에는 대부분 주부재에 대한 응력 평가가 이루어지고 있으며, 피로균열이 발생하는 구조상세에 대한 상세 응력 평가 및 특성 분석은 거의 검토되고 있지 있다. 본 연구에서는 공용년수 29년된 개단면 세로리브를 가진 강바닥판을 대상으로 피로균열의 원인을 조사하고, 재하시험 및 실교통류 흐름하에서의 현장계측을 통하여 대상 교량의 피로안전성을 검토하였다. 또한 피로균열이 발생된 세로리브 및 다이아프램의 용접부를 대상으로 격자해석 및 상세해석 모델을 사용하여, 이들 구조상세에 대한 영향면해석을 이용하여 이동하중에 따른 거동 특성을 조사하고, 대상교량의 피로균열 발생 원인을 규명하였다. The orthotropic steel deck bridge made by using relatively thin steel plate, and structural members such as transverse and longitudinal ribs, cross beam, etc. in the bridge are fabricated with complex shape by welding. Therefore, the possibility occurring deformation and defects by welding is very high, and stress states in the welded connection parts are very complex. Also, the fatigue cracks in orthotropic steel deck bridge are happening fromthe welded connection parts of secondary member than main member. However, stress evaluation for main members is mainly carried out in the design process of the bridge, detailed stress evaluation and characteristic analysis is not almost reviewed in the structural details which fatigue crack occurred. For the orthotropic steel deck bridge with open ribs which has been serviced for 29 years, in this study, the cause of fatigue crack is investigated and the fatigue safety of the bridge is examined based on fieldmeasurement by the loading test and real traffic condition. Also, structural analyses using gridmodel and detailed analysis model were carried out for the welded connection parts of longitudinal rib and diaphramthat fatigue crack occurred. Additionally, the behavior characteristics due to running vehicles were investigated by using influence area analysis for these structural details, and the occurrence causes of fatigue crack in the target bridge were clarified.