• Journal of the Korea Institute of Information and Communication Engineering
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• v.15 no.7
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• pp.1487-1494
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• 2011

In this paper, a novel genre classification algorithm is proposed for music recommendation system. Especially, to improve the classification accuracy, the band-pass filter for octave-based spectral contrast (OSC) feature is designed considering the psycho-acoustic model and actual frequency range of musical instruments. The GTZAN database including 10 genres was used for 10-fold cross validation experiments. The proposed multiple-octave based OSC produces better accuracy by 2.26% compared with the conventional OSC. The combined feature vector based on the proposed OSC and mel-frequency cepstral coefficient (MFCC) gives even better accuracy.

• Proceedings of the Korean Society for Agricultural Machinery Conference
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• 1993.10a
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• pp.1230-1242
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• 1993

In a case of mushroom (Lentinus Edodes L.) , visual features are crucial for grading and the quantitative evaluation of the growth state. The extracted quantitative visual features can be used as a performance index for the drying process control or used for the automatic sorting and grading task. First, primary external features of the front and back sides of mushroom were analyzed. And computer vision based algorithm were developed for the extraction and measurement of those features. An automatic thresholding algorithm , which is the combined type of the window extension and maximum depth finding was developed. Freeman's chain coding was modified by gradually expanding the mask size from 3X3 to 9X9 to preserve the boundary connectivity. According to the side of mushroom determined from the automatic recognition algorithm size thickness, overall shape, and skin texture such as pattern, color (lightness) ,membrane state, and crack were quantified and measured. A portion of t e stalk was also identified and automatically removed , while reconstructing a new boundary using the Overhauser curve formulation . Algorithms applied and developed were coded using MS_C language Ver, 6.0, PC VISION Plus library functions, and VGA graphic function as a menu driven way.

• Journal of the Korean Solar Energy Society
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• v.34 no.4
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• pp.91-99
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• 2014

The purpose of the study is to apprehend the preference of occupants to colors and installation locations for DSC combined windows and doors, and suggest a concept to optimize the design and function of windows and doors. A miniature model was made applying green, blue, and red colored DSC windows and doors to survey preference about DSC colors and applied location. And a survey was accomplished to 140 subjects by showing pictures of the model and the result of the survey became the basis for suggesting a concept to design DSC integrated windows and doors. Through the survey, blue color and upper part were chosen as the highest level of satisfaction in the situation of external brightness and residence. On the contrary to this, red color was chosen as the lowest level of preference when applied to both of upper and lower parts of winders and doors. Therefore, it's expected that, if various patterns of texture are developed for blue colored DSC, and installation is arranged based on upper part of windows and doors where lighting condition and comfort are less affected, then, conditions of brightness, view, and residents satisfaction will be equally fulfilled.

• KSII Transactions on Internet and Information Systems (TIIS)
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• v.11 no.11
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• pp.5436-5458
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• 2017

Automatic Video Surveillance System (AVSS) has become important to computer vision researchers as crime has increased in the twenty-first century. As a new branch of AVSS, baggage detection has a wide area of security applications. Some of them are, detecting baggage in baggage restricted super shop, detecting unclaimed baggage in public space etc. However, in this paper, a detection & classification framework of baggage is proposed. Initially, background subtraction is performed instead of sliding window approach to speed up the system and HSI model is used to deal with different illumination conditions. Then, a model is introduced to overcome shadow effect. Then, occlusion of objects is detected using proposed mirroring algorithm to track individual objects. Extraction of rotational signal descriptor (SP-RSD-HOG) with support plane from Region of Interest (ROI) add rotation invariance nature in HOG. Finally, dynamic human body parameter setting approach enables the system to detect & classify single or multiple pieces of carried baggage even if some portions of human are absent. In baggage detection, a strong classifier is generated by boosting similarity measure based multi layer Support Vector Machine (SVM)s into HOG based SVM. This boosting technique has been used to deal with various texture patterns of baggage. Experimental results have discovered the system satisfactorily accurate and faster comparative to other alternatives.

• KSII Transactions on Internet and Information Systems (TIIS)
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• v.12 no.11
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• pp.5522-5540
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• 2018

Vehicular license plate (LP) recognition system has risen as a significant field of research recently because various explorations are currently being conducted by the researchers to cope with the challenges of LPs which include different illumination and angular situations. This research focused on restricted conditions such as using image of only one vehicle, stationary background, no angular adjustment of the skewed images. A real time vehicular LP recognition scheme is proposed for the skewed images for detection, segmentation and recognition of LP. In this research, a polar co-ordinate transformation procedure is implemented to adjust the skewed vehicular images. Besides that, window scanning procedure is utilized for the candidate localization that is based on the texture characteristics of the image. Then, connected component analysis (CCA) is implemented to the binary image for character segmentation where the pixels get connected in an eight-point neighbourhood process. Finally, optical character recognition is implemented for the recognition of the characters. For measuring the performance of this experiment, 300 skewed images of different illumination conditions with various tilt angles have been tested. The results show that proposed method able to achieve accuracy of 96.3% in localizing, 95.4% in segmenting and 94.2% in recognizing the LPs with an average localization time of 0.52s.

• Journal of Broadcast Engineering
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• v.17 no.4
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• pp.625-633
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• 2012

Extended Depth of Focus (EDF) algorithms for extracting three-dimensional (3D) information from a set of optical image slices are studied by many researches recently. Due to the limited depth of focus of the microscope, only a small portion of the image slices are in focus. Most of the EDF algorithms try to find the in-focus area to generate a single focused image and a 3D depth image. Inherent to most image processing algorithms, the EDF algorithms need parameters to be properly initialized to perform successfully. In this paper, we select three popular transform-based EDF algorithms which are each based on pyramid, wavelet transform, and complex wavelet transform, and study the performance of the algorithms according to the initialization of its parameters. The parameters we considered consist of the number of levels used in the transform, the selection of the lowest level image, the window size used in high frequency filter, the noise reduction method, etc. Through extended simulation, we find a good relationship between the initialization of the parameters and the properties of both the texture and 3D ground truth images. Typically, we find that a proper initialization of the parameters improve the algorithm performance 3dB ~ 19dB over a default initialization in recovering the 3D information.

• Journal of the Korean Society of Costume
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• v.33
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• pp.105-115
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• 1997

The fashion clothing market is changing due to the appearance of new consumer group. And the import of foreign brand clothing is highly increasing. The purpose of this study is to help the domestic apparel companies set better market-ing strategy by studying the relation between fashion ivolvement and the purchase be-havior of foreign brand clothing. Subjects were 498 new generation women living Seoul metropolitan area. Data were obtained by questionnaire and analyzed by SPSS package. The main findings of this study are as follows; 1. The result of factor-analysis of the fashion involvement's variables were classified into 8 factors. 2. Consumer's main purpose of buying new clothes were To coordinate clothes with each other' 3. Consumers evaluated every clothing factors: color fit etc of foreign brand very highly except the price. 4. The factor that consumers consider most when choosing clothes is color design fit de-tail texture and brand knowledge in order. 5. the advertizing method that consumers care the most was shop and window display. 6. 'Because design and color are good' were the most important factor as motive of buying foreign brand clothing. 7. Most consumers still bought domestic brand clothing. 7. Most consumers still bought domestic brand clothing. 8. Monthly income and purchase of foreign brand were positively related 9. All variables 2of fashion involment were positively related with the purchase of foreign brand 10. Consumers with higher monthly income did not care much about 'Weather or occasion' when buying clothes. And consumers living in Kangnam(compared with consumers linving in Kangbuk) cared more about personality and bought more foreign brand. 'Social and econ-omic status' were highly related with monthly income residence and purchase of foreign brand clothing 11. Older consumers cared more about color figure texture and fit than younger con-sumer. Monthly income were positively re-lated with design color and figure. Residence were highly related with color and figure. Pur-chase of foreign brand clothing were positively related with design color figure and fit. 12. Younger consumers cared more about brand knowledge. And the purchase of foreign brand clothing were positively related with de-sign detail and brand knowledge. 13. Consumers with foreign brand's purchase experience showed negative relation between ;foreign brand's purchasing experience' and 'Weather or occasion' 14. Consumers with no foreign brand's pur-chasing experience showed negative relation between fashion innovativeness and figure. 15. Consumers with no foreign brand's pur-chasing experience showed positive relation between fit and fashion opinion exchange. The study shows that colors is most import-ant factor in purchasing clothes. And imported brands are very strong in terms of proposing various and unique colors. not all brands succeeded in Korea. Those brands that failed to group consumers have the following problems. Therefore it is critical to review the above factors when importing the foreign brand.

• Journal of the Korean Crystal Growth and Crystal Technology
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• v.23 no.2
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• pp.86-92
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• 2013

$SF_6/O_2$ inductively coupled plasmas were employed to texture Si surface as a pretreatment for nanocrystalline diamond film growth. It was found that the $SF_6/O_2$ plasma texturing provided a very wide process window where normalized roughness values in the range of 2~16 could be obtained. Significantly improved nucleation densities of ${\sim}6.5{\times}10^{10}cm^{-2}$ compared to conventional mechanical abrasion were achieved after seeding for the textured Si substrate.

• Korean journal of food and cookery science
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• v.18 no.6
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• pp.670-676
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• 2002

Four different brands of commercial and a home-made jujube tea were analyzed for physicochemical properties (sugar content, acidity, color, viscosity, transparency, texture) and sensory characteristics by using 7-point scoring test from 18 experienced panel members. Also, the opinion of food and nutrition specialists on the commercial jujube teas were assessed using a questionnaire, which were hand-delivered to 530 subjects consisting of university students and faculties of Department of Food and Nutrition at 8 cities(Seoul, Incheon, Youngin. Taejon, Chungju, Taegu, Kwangiu, Pusan) in Korea and the complete data of 328 subjects were statistically analyzed using SPSS Program for Window. The questionnaire consisted of socio-demographics, frequency and occasion of purchasing, opinion of quality and improvement points, and sensory characteristics. Commercial jujube teas (3 different brand) were lower in sugar content, pH, transparency, color (Hunter L, a and b value), and viscosity than the home-made one, whereas only one brand was higher in viscosity and lower in transparency than home-made one. Also, overall preference for commercial jujube teas was significantly love. than that for home-made one (p＜0.05). Especially, the scores of overall preference for 3 commercial jujube teas (2.1-3.3) were much lower than that of home-made one (6.1). Points to be improved for commercial jujube teas were indicated as the amount of jujube (30.0%), taste (23.8%), sweetness (22.0%), and flavor (14.4%) in order. Sensory attributes showing positive correlations with overall preference of jujube tea were the taste(0.566), amount of jujube(0.449), and flavor(0.335).

• Journal of the Korean Wood Science and Technology
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• v.43 no.1
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• pp.112-121
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• 2015

In this study, Copper Azole (CuAz), a domestically available wood preservative for pressure treatment, was employed to perform an experimental research on its infiltration and decay properties in Japanese Red Pine. Test specimens were pressure-injected with CuAz-2 preservative to measure its preservative effectiveness, and then its impact on weight and mass losses. Furthermore, wood specimens were treated with CuAz-2 preservatives of various concentration levels before they were decayed with brown-rot-fungi in order to observe decay properties on light microscope (LM) and field emission scanning electron microscope (FE-SEM). As a result, untreated specimen by Fomitopsis palustris showed the mass loss of more than 40%, and the value of preservative effectiveness of CuAz-2 by indoor decay was $1,73-3.32kg/m^3$. The concentration levels of CuAz-2 preservative were shown to cause significant variations in terms of decay progresses in the cross section, radial section, and tangential section. By contrast, untreated specimens had underwent serious decays in early wood, late wood, longitudinal resin canals, and ray, which led to vertical destruction of wood texture. As for the radial section, ray tracheid, ray parenchyma cell, and window like pits were decayed and destroyed. In the case of tangential section, uniseriate rays and vertical resin canals were seriously decayed. In conclusion, this study indicates that the adequacy of the current CuAz injection amount should be reviewed in the domestic environment because there are significantly different decays at different decay conditions.