• Journal of the Korea Institute of Information and Communication Engineering
• /
• v.26 no.6
• /
• pp.834-841
• /
• 2022

Recently, applying artificial intelligence technologies in various fields of production has drawn an upsurge of research interest due to the increase for smart factory and artificial intelligence technologies. A great deal of effort is being made to introduce artificial intelligence algorithms into the defect detection task. Particularly, detection of defects on the surface of metal has a higher level of research interest compared to other materials (wood, plastics, fibers, etc.). In this paper, we compare and analyze the speed and performance of defect classification by combining machine learning techniques (Support Vector Machine, Softmax Regression, Decision Tree) with dimensionality reduction algorithms (Principal Component Analysis, AutoEncoders) and two convolutional neural networks (proposed method, ResNet). To validate and compare the performance and speed of the algorithms, we have adopted two datasets ((i) public dataset, (ii) actual dataset), and on the basis of the results, the most efficient algorithm is determined.

• Korean Journal of Food Science and Technology
• /
• v.38 no.1
• /
• pp.52-58
• /
• 2006

Characteristics of dough added with up to 4.0% takju powder and resultant bread were studied. Doughs added with takju power spray-dried after fermentation with starter (SDWS) and takju power spray-dried after fermentation without starter (SDOS) showed higher pH decreases than those added with takju power freeze-dried after fermentation with starter (FDWS) and takju power freeze-dried after fermentation without starter (FDOS) even after 1st fermentation. After 1st fermentation, volume of dough added with 1-4% SDWS was high, with 1% SDWS showing highest value of 23.6 mL. Volume of bread added with SDOS showed highest value. At 1-2% SDWS and SDOS addition, doughs showed highest specific volume values, which decreased at higher than 3% addition, while specific volume increased with increasing FDWS and FDOW contents. L values of SDOS- and FDOS-added doughs decreased gradually with increasing SDOS and FDOS contents compared to SDWS and FDWS addition. In loaf bread added with takju powder less than 2%, loaf bread added with spray-dried takju powder had higher appearance, color, texture, taste, and overall acceptability values compared to those added with freeze-dried takju. Although not significantly, loaf bread added with 1% SDWS showed slightly higher values in appearance, color, yeastiness, texture, taste, and overall acceptability, and showed higher flour odor acceptability than non-added loaf bread. These results indicate addition of takju powder improves flavor of bread.

• Journal of the Korean Society of Food Culture
• /
• v.20 no.3
• /
• pp.331-336
• /
• 2005

Pysicochemical and sensory characteristics of health concerned funtional cookies using various levels of crude ingredients of resistant starch were investigated in this study. The 10% substituted group had significantly higher pH values compared to those of control. Spread factor of control group had significantly the largest value and the 30% substituted group had the lowest values(p<0.05). Results of sensory characteristics showed significantly higher hardness, crispness and yellowness with 20% substituted sample group at p<0.05. Acceptance test of cookies with 10% substituted sample groups showed higher savory taste, texture, and overall acceptability and they did not show significant differences with the 20% substituted groups.

• KOREAN JOURNAL OF CROP SCIENCE
• /
• v.40 no.2
• /
• pp.228-235
• /
• 1995

This study was conducted to obtain the basic informations for developing new varieties and cultural techniques for vegetable soybean at the Crop Experiment Station, Rural Development Administration, Suwon, Korea in 1992. Two vegetable soybean varieties, 'Hwaeom-putkong' and 'Seokryangputkong', and the other 'Jangyeobkong' for soy-paste were planted at three planting dates(April 15, May 15, June 15). The characteristics of growth, yield, and quality were compared between vegetable and soy-paste soybean genotypes in response to different planting dates.Vegetable soybean varieties, 'Hwaeomputkong' and 'Seokryangputkong' were more resistant to lodging, earlier in maturity, higher in the density of pod set on stem and percentage of poded nodes, and larger in grain size than Jangyeobkong for soy-paste. Earlier planting (April 15) of vegetable soybean varieties increased the yield of green pod as well as improved quality in number of green pods per 500g and length and width of green pod.

• Journal of Ginseng Research
• /
• v.26 no.3
• /
• pp.145-150
• /
• 2002

The changes in sensory characteristics, physical and chemical properties of raw ginseng (4-year-root, 50 g/root) were investigated when they were packaged individually in a soft film bag (ONY/LDPE/L-LDPE ; 200$\times$300 ㎜, 90 ㎛) and stored at 25$\^{C}$ for twenty days. Seventy-five percentages of sixty raw ginseng samples were adulterated and the most phenomenon of adulterating the raw ginseng was softening. Softened ginsengs were softer and stickier and they had stronger pungent and sour odors, stronger sour and sweet tastes than normal ginseng but had weaker ginseng and fresh odors. In addition, softened ginsengs exhibited lower hardness and pH, lower contents of diol-type ginsenosides, lower ratios of unsaturated fatty acids to saturated fatty acids and higher contents of water-soluble pectins than normal ginseng while contents of moisture, crude protein, ether-soluble materials and crude ash of the softened ginsengs were similar to those of normal ginseng.

• Food Engineering Progress
• /
• v.14 no.2
• /
• pp.135-145
• /
• 2010

In order to enhance overall quality of the Backsulki, a sweet potato flour (SPF) which is rich in sugar and dietary fiber was added into the rice flour at 0, 5, 15, and 25% (w/w, db) ratios. Quality changes of the products were evaluated by storing at 5, 15, and 25$^{\circ}C$ for 4 days. Water binding capacity, swelling power, and solubility of the products increased as the SPF increased. Hunter colorimetric a- and b-value increased while L value of the products decreased as the SPF increased. Retarded retrogradation of the flour mixtures containing the SPF was shown from the DSC thermogram as indicated by the decreased $\Delta$H values. Increases in $T_{i}$ and $T_{p}$ values in relation with the starch gelatinization were shown from the DSC thermogram with a temperature margin of 15-20$^{\circ}C$ as the SPF increased. Increases in softness along with decreases in springiness and chewiness of the products were shown as the SPF increased. It was not so much the storage temperature as the added SPF affected the final texture of the products. Retarded growth of the total microbes of the products was noted by the added SPF during storage at 25$^{\circ}C$ for 3 days. Regarding the above and additional sensory preference scores of the products, a 15%(w/w) level of the SPF was suggested as optimum for the best Backsulki with improved qualities.

• Journal of The Korean Society of Grassland and Forage Science
• /
• v.43 no.1
• /
• pp.62-66
• /
• 2023

The objective of the present study was to evaluate the effect of storage type and period on the quality of rye hay. The rye "Gogu" was sown on October 15, 2020, and harvested on April 22, 2021 (heading stage). The rye hay was prepared in two wrapping conditions (wrapping and unwrapping) and two storage period (3 and 6 months). In regards to their visual appearance, the forage quality score was higher in wrapped rye hay than in unwrapped rye hay. In all groups, there was no difference in appearance between inside and outside. The moisture content of wrapped rye hay was maintained at the initial level until 6 months. However, the moisture content of unwrapped rye hay was increased at 3 months of storage, and then decreased at 6 months of storage. Crude protein content was higher in wrapped rye hay than in unwrapped rye hay, whereas NDF and ADF contents were lower within wrapped rye hay than within unwrapped rye hay (p<0.05). In conclusion, wrapping rye is effective method for long-term storage that reduces the effect of external environment.

• Journal of the Korean Society of Food Science and Nutrition
• /
• v.45 no.1
• /
• pp.76-83
• /
• 2016

This study investigated the quality characteristics and antioxidative activity of muffins prepared with coffee ground residue water extracts (CRE) and powder (CRP). CRE-muffins were prepared by addition of CRE (0~2.0%, w/v) to water of a basic formulation, whereas CRP-muffins were prepared by addition of CRP (0~3.0%, w/w) to the flour. The height and volume index of CRE-muffins were higher than those of control. The weight and water contents of CRE-muffins and CRP-muffins were higher than those of the control. The hardness of CRE-muffins decreased compared to the control, whereas hardness of CRP-muffins increased. The total polyphenol contents and antioxidative activity of muffin significantly increased with increasing concentrations of CRE and CRP. Muffins containing 0.5~2.0% CRE and 0.5~3.0% CRP had acceptable sensory properties (flavor, taste, texture, and overall acceptability). Therefore, this study indicated that the optimal concentrations of CRE and CRP into muffin formula are 1.0 % (w/v) and 1.0% (w/w), respectively.

• Food Science and Preservation
• /
• v.23 no.4
• /
• pp.502-509
• /
• 2016

The seasonal appearance and the chemical composition characteristics of cladode of Opuntia humifusa were investigated in this study. The minor (horizontal) and major (vertical) axes, the width, and weight of O. humifusa cladode were compared for its appearance features. Moisture, crude protein, ash, fat, color, dietary fiber, mineral, and amino acids contents were measured for the comparison of their chemical composition characteristics. The cladode of O. humifusa harvested in summer showed higher values of minor and major axis, width, and weight than those harvested in winter. According to the results of Hunter color index, cladode of O. humifusa harvested in summer showed the highest lightness level (Hunter L value). In the meanwhile, cladode of O. humifusa harvested in spring showed the highest Hunter a (redness) and b (yellowness) values. Cladode of O. humifusa harvested in summer had the lowest crude protein and crude fat contents, while it showed the highest crude ash content. The total contents of moisture and dietary fiber were significantly greater than summer-harvested cladode of O. humifusa followed by spring- and winter-harvested cladode of O. humifusa. The major mineral content of all seasonal cladode of O. humifusa was $Ca^{2+}$. Glutamic acid and aspartic acid were the major amino acids in all seasonal samples. Contrary, the contents of total amino acids and free amino acids were the lowest in summer-harvested cladode of O. humifusa. Taken together, it was concluded that the appearance and chemical quality of cladode of O. humifusa was versatile depending on the harvesting season.

• Proceedings of the Korean Society for Food Science of Animal Resources Conference
• /
• 2005.05a
• /
• pp.155-158
• /
• 2005

닭가슴살을 이용해서 수리미 제조 시 4회 수세한 대조구, pH 3.0으로 산 처리한 T1, pH 11.0으로 알카리 처리한 T2로 하여 그 품질 특성을 비교한 결과 일반성분에서 수분, 조단백질과 염용성단백질 및 수율은 대조구에 비하여 pH 조절법으로 한 두 구가 높았으며, 조지방은 T2가 다른 두 구에 비하여 높았다. pH, 보수력, 파괴강도, 변형값은 처리 간에 유의적인 차이를 보이지 않았다. 전단가는 T2가 가장 높고, T1, 대조구 순이었다. $L{\ast}$값은 T2가 다른 두 구보다 낮았으며, $a{\ast}$값은 T1이 다른 두 구에 비하여 낮았다. $b{\ast}$값은 대조구가 가장 높고, T2가 가장 낮았다. 조직감에서 파쇄성 및 경도는 처리 간에 유의적인 차이를 보이지 않았으며, 응집성은 T1이 다른 두 구보다 낮았으며, 탄력성과 부착성은 대조구에 비하여 T1과 T2가 높았다. 검성은 대조구와 T1에 비하여 T2가 높았다. 조직감의 전 항목에서 T2 가 가장 높았다. 관능검사 결과 외관과 맛은 T1이 가장 높고, 대조구가 가장 낮았다. 색, 향, 다즙성, 연도 및 전체적인 기호도는 처리 간에 유의적인 차이가 없었다.