• Title/Summary/Keyword: Stroke Extraction

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Detection of Intersection Points of Handwritten Hangul Strokes using Run-length (런 길이를 이용한 필기체 한글 자획의 교점 검출)

  • Jung, Min-Chul
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.7 no.5
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    • pp.887-894
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    • 2006
  • This paper proposes a new method that detects the intersection points of handwritten Hangul strokes using run-length. The method firstly finds the strokes' width of handwritten Hangul characters using both horizontal and vertical run-lengths, secondly extracts horizontal and vertical strokes of a character utilizing the strokes' width, and finally detects the intersection points of the strokes exploiting horizontal and vertical strokes. The analysis of both the horizontal and the vertical strokes doesn't use the strokes' angles but both the strokes' width and the changes of the run-lengths. The intersection points of the strokes become the candidated parts for phoneme segmentation, which is one of main techniques for off-line handwritten Hangul recognition. The segmented strokes represent the feature for handwritten Hangul recognition.

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An End-to-End Sequence Learning Approach for Text Extraction and Recognition from Scene Image

  • Lalitha, G.;Lavanya, B.
    • International Journal of Computer Science & Network Security
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    • v.22 no.7
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    • pp.220-228
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    • 2022
  • Image always carry useful information, detecting a text from scene images is imperative. The proposed work's purpose is to recognize scene text image, example boarding image kept on highways. Scene text detection on highways boarding's plays a vital role in road safety measures. At initial stage applying preprocessing techniques to the image is to sharpen and improve the features exist in the image. Likely, morphological operator were applied on images to remove the close gaps exists between objects. Here we proposed a two phase algorithm for extracting and recognizing text from scene images. In phase I text from scenery image is extracted by applying various image preprocessing techniques like blurring, erosion, tophat followed by applying thresholding, morphological gradient and by fixing kernel sizes, then canny edge detector is applied to detect the text contained in the scene images. In phase II text from scenery image recognized using MSER (Maximally Stable Extremal Region) and OCR; Proposed work aimed to detect the text contained in the scenery images from popular dataset repositories SVT, ICDAR 2003, MSRA-TD 500; these images were captured at various illumination and angles. Proposed algorithm produces higher accuracy in minimal execution time compared with state-of-the-art methodologies.

Antioxidant and anti-aging activities of water extracts from Chionanthus retusus flesh according to different extraction temperatures (추출온도에 따른 이팝나무 과육 물 추출물의 항산화 및 항노화 활성)

  • Choi, Hae-Sim;Lee, Yang-Suk;Seo, Su-Jeong;Kim, Nam-Woo
    • Food Science and Preservation
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    • v.24 no.8
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    • pp.1129-1137
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    • 2017
  • The fringe tree, Chionanthus retusus (Oleaceae) has been used as a natural remedy that helps a paralytic stroke, dementia, phlegm and malaria. This study was conducted to investigate the antioxidant and anti-aging activities of water extracts obtained from the flesh of C. retusus by reflux extraction at room temperature and $80^{\circ}C$, and pressure heating extraction at $110^{\circ}C$, for an increment of their practical use. The highest extraction yield from the flesh of C. retusus was 67.94% extract by pressure heating extraction at $110^{\circ}C$. The content of total polyphenol compounds was the highest by 72.71 mg/g in $80^{\circ}C$ extract by reflux extraction. The highest content of total flavonoid compounds was 7.60 mg/g at $110^{\circ}C$ extract. The results of soluble protein and reducing sugar contents showed the highest content of 4.93 mg/g and 46.77 mg/g in $110^{\circ}C$ extract, respectively. In the analysis of DPPH radical scavenging activity, all extracts showed an excellent effect of 92% in 1.0 mg/mL concentration. The highest effect of ABTS radical scavenging activity was 88.67% at $110^{\circ}C$ extraction in 1.0 mg/mL concentration. Nitrite scavenging ability was the highest as 66.16% at $110^{\circ}C$ extract at pH 1.2 and 1.0 mg/mL concentration. The results of SOD-like activity and xanthine oxidase inhibition activities showed the highest effect of 14.95% and 59.45% at $110^{\circ}C$ extract in 1.0 mg/mL, respectively. Tyrosinase inhibition activity for whitening effect was the highest of 35.31% at $85^{\circ}C$ in 1.0 mg/mL. In the analysis of anti-aging effect, collagenase and elastase inhibition activity showed the highest effects of 37.78% at $110^{\circ}C$ and 20.39% at $80^{\circ}C$, respectively. All results of antioxidant activities and anti-aging effects increased along with the concentration increases. These results indicated that the extracts extracted from the flesh of C. retusus at $80^{\circ}C$ and $110^{\circ}C$ have a large amount of useful ingredients, an excellent antioxidant activity, like as DPPH and ABTS radical scavenging activity, and anti-aging effects to develop functional products than those of $25^{\circ}C$.

Methods for Video Caption Extraction and Extracted Caption Image Enhancement (영화 비디오 자막 추출 및 추출된 자막 이미지 향상 방법)

  • Kim, So-Myung;Kwak, Sang-Shin;Choi, Yeong-Woo;Chung, Kyu-Sik
    • Journal of KIISE:Software and Applications
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    • v.29 no.4
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    • pp.235-247
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    • 2002
  • For an efficient indexing and retrieval of digital video data, research on video caption extraction and recognition is required. This paper proposes methods for extracting artificial captions from video data and enhancing their image quality for an accurate Hangul and English character recognition. In the proposed methods, we first find locations of beginning and ending frames of the same caption contents and combine those multiple frames in each group by logical operation to remove background noises. During this process an evaluation is performed for detecting the integrated results with different caption images. After the multiple video frames are integrated, four different image enhancement techniques are applied to the image: resolution enhancement, contrast enhancement, stroke-based binarization, and morphological smoothing operations. By applying these operations to the video frames we can even improve the image quality of phonemes with complex strokes. Finding the beginning and ending locations of the frames with the same caption contents can be effectively used for the digital video indexing and browsing. We have tested the proposed methods with the video caption images containing both Hangul and English characters from cinema, and obtained the improved results of the character recognition.

Hangul Component Decomposition in Outline Fonts (한글 외곽선 폰트의 자소 분할)

  • Koo, Sang-Ok;Jung, Soon-Ki
    • Journal of the Korea Computer Graphics Society
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    • v.17 no.4
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    • pp.11-21
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    • 2011
  • This paper proposes a method for decomposing a Hangul glyph of outline fonts into its initial, medial and final components using statistical-structural information. In a font family, the positions of components are statistically consistent and the stroke relationships of a Hangul character reflect its structure. First, we create the component histograms that accumulate the shapes and positions of the same components. Second, we make pixel clusters from character image based on pixel direction probabilities and extract the candidate strokes using position, direction, size of clusters and adjacencies between clusters. Finally, we find the best structural match between candidate strokes and predefined character model by relaxation labeling. The proposed method in this paper can be used for a study on formative characteristics of Hangul font, and for a font classification/retrieval system.

Nationwide Study on the Characteristics of Patients Visiting and Using Korean Medical Facilities by Sex (전국민을 대상으로 한 한방의료기관 이용환자의 성별 이용실태 및 특성비교연구)

  • Jung, HaeChang;Park, HaeMo;Lee, Sundong
    • The Journal of Korean Medicine
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    • v.35 no.1
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    • pp.75-87
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    • 2014
  • Objectives: This study aimed to analyze the utilization of Korean medical clinics by sex. Methods: Data was based on reports about usage and consumption of Korean medicine in 2011 by the Ministry of Health and Welfare and Korea Institute for Health and Social Affairs. 171 Korean medical hospitals and more than 300 Korean medical clinics were selected after 2 rounds of extraction, from the 12,250 Korean medical institutions throughout the country. The investigation was carried out between August 25 and September 30, 2011. The study group was composed of 290 men and 813 women; Korean medical institutions including clinics and hospitals were mainly used for their health care. Results: 1. For sociodemographic distribution, sex, marital status, education level, occupation status, and income level showed statistically significant differences. 2. Females had a lower subjective health status than did males. Muscle injury, hwa-byung, gastric disorder, lumbago, common cold, weight loss, and herbal tonics showed differences in prevalence rates between the sexes. 3. Arthritis, muscle injury, gastric disorder, ankle sprain, herbal tonics, and stroke showed differences in usage rates between the sexes. Likewise, major treatment methods had differences between the sexes. 4. There were no statistically significant differences between the sexes concerning acupuncture. Conclusions: Females were lower than males in several aspects of income and education level and occupation status. Males had a higher subjective health status than did females. Differences by sex of treatment methods and prevalence rates of several diseases existed.

Protective Effects of Chongmyunggongjin-dan on H2O2-induced C6 Glial Cell Death (H2O2로 유발된 C6 신경교세포 사멸에 대한 총명공진단의 보호 효과)

  • Hwang, Gyu-sang;Shin, Yong-jeen
    • The Journal of Internal Korean Medicine
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    • v.41 no.1
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    • pp.44-58
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    • 2020
  • Objectives: This study was conducted to identify the protective effects of Chongmyunggongjin-dan (CMGJD) on Hydrogen peroxide (H2O2)-induced apoptosis mechanisms in C6 glial cells. Method: We used CMGJD after distilled water extraction, filtration, and lyophilization. The ROS scavenging effect was examined by fluorescence microscopy. Expression levels of proteins related to ROS generation were investigated by western blotting. Functional changes in organelles related to Reactive oxygen species (ROS) generation were investigated by immunoblotting and by verifying expression level of relevant enzymes. Results: The CMGJD extract protected the cells against H2O2-induced morphological changes and DNA fragmentation, inhibited the increase of Heme_oxygenase-1(HO-1) and the decrease in catalase, protected against the loss of mitochondrial membrane potential, inhibited disturbances of lysosomal function, and induced an increase in peroxisomes. Conclusion: CMGJD was confirmed to have a protective effect on H2O2-induced C6 glial cell death possibly by blocking the pathways causing damage to subcellular organelles, such as mitochondria, lysosomes, and peroxisomes. We assume that CMGJD will be effective for the prevention and treatment of ischemic stroke in a clinical environment.

An Experiment of the Purgative Action of Rhei Rhizoma and Chungpesagan-tang (청폐사간탕(淸肺瀉肝湯)과 대황(大黃)의 사하효과(瀉下效果)에 관한 실험적 연구)

  • Kim, Jung-Jin;Park, Eun-Kyung;Bae, Hyung-Sup;Moon, Sang-Kwan;Kim, Young-Suk;Lee, Kyung-Sup;Kim, Dong-Hyun;Cho, Ki-Ho
    • The Journal of Korean Medicine
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    • v.20 no.3 s.39
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    • pp.87-93
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    • 1999
  • Objectives: This study was conducted to analyze scientifically the purgative action of Chungpesagan-tang, which was widely used for stroke In Oriental Medicine. Methods: The contents of sennoside A on the water-extraction of Rhei Rhizoma, the transforming activity of sennoside A to rheinanthrone by human intestinal bacteria, and the anti-costive activity of Chungpesagan-tang, Rhei Rhizoma and Yuldahanso-tang on mice were investigated. Results: Rhei Rhizoma (Rheum palmatum, from China) had dose-dependent potent purgative action. Chungpesagan-tang containing this Rhei Rhizoma had more potent purgative action than Rhei Rhizoma only. However, Korean cultivated Rhei Rhizoma (Rheum undulatum) and Chungpesagan-tang containing this Korean cultivated Rhei Rhizoma had no purgative action. Conclusions: These results suggest that Chungpesagan-tang polyprescription should be considered to enhance the purgative action of Rhei Rhizoma.

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Control of Time-varying and Nonstationary Stochastic Systems using a Neural Network Controller and Dynamic Bayesian Network Modeling (신경회로망 제어기와 동적 베이시안 네트워크를 이용한 시변 및 비정치 확률시스템의 제어)

  • Cho, Hyun-Cheol;Lee, Jin-Woo;Lee, Young-Jin;Lee, Kwon-Soon
    • Journal of the Korean Institute of Intelligent Systems
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    • v.17 no.7
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    • pp.930-938
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    • 2007
  • Captions which appear in images include information that relates to the images. In order to obtain the information carried by captions, the methods for text extraction from images have been developed. However, most existing methods can be applied to captions with fixed height of stroke's width. We propose a method which can be applied to various caption size. Our method is based on connected components. And then the edge pixels are detected and grouped into connected components. We analyze the properties of connected components and build a neural network which discriminates connected components which include captions from ones which do not. Experimental data is collected from broadcast programs such as news, documentaries, and show programs which include various height caption. Experimental result is evaluated by two criteria : recall and precision. Recall is the ratio of the identified captions in all the captions in images and the precision is the ratio of the captions in the objects identified as captions. The experiment shows that the proposed method can efficiently extract captions various in size.

Effects of Supercritical Fluid Marc Extracts from Actinidia polygama Max. on Inflammation and Atherosclerosis (개다래 초임계 박추출물이 염증 및 동맥경화에 미치는 영향)

  • Yu, Mi-Hee;Chae, In-Gyeong;Choi, Jun-Hyeok;Im, Hyo-Gwon;Choi, Hee-Don;Yang, Seun-Ah;Lee, Jin-Ho;Lee, In-Seon
    • Korean Journal of Food Science and Technology
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    • v.42 no.4
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    • pp.475-480
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    • 2010
  • The fruit of Actinidia polygama, Mock-chun-ryo in Korea, has been used as traditional medicine for abdominal pain, rheumatic arthritis, and stroke. In a previous study, the ethanol extract of A. polygama Max. showed antiinflammatory activity in RAW 264.7 cells. In this study, we investigated the anti-inflammatory and anti-atherosclerosis effects of supercritical fluid marc extracts from A. polygama Max. Anti-inflammatory extracts were produced from supercritical fluid extraction of the silver vine under the following conditions; pressure, 1,500-4,500 psi, temperature $35-55^{\circ}C$ and extraction time 1-2 hr. To evaluate the anti-inflammatory and anti-atherosclerotic effects of the extracts, we studied nitric oxide (NO), prostaglandin $E_2$ ($PGE_2$), and tumor necrosis factor-alpha (TNF-$\alpha$) levels in RAW 264.7 cells and MMP-9 activity in human aortic smooth muscle cells (HASMC). The Marc 11 extract inhibited the production of NO, $PGE_2$, and TNF-$\alpha$ by lipopolysaccharide in RAW 264.7 cells. Moreover, the marc 11 extract inhibited TNF-$\alpha$-induced MMP-9 activity in HASMC. These results indicate that the Marc 11 extract of A. polygama Max. has the potential for use as an anti-atherosclerosis agent.