• 대한전자공학회논문지TE
• /
• 제37권3호
• /
• pp.72-78
• /
• 2000

본 연구에서는 ATM 보안 시스템을 위한 DCT와 신경망 기반 모델 인증 알고리즘을 제안한다. CCD 카메라를 이용하여 일정한 조도와 거리에서 30명의 얼굴영상을 획득한 후 데이터 베이스를 구성한다. 모델 인증 실험을 위해 동일인에 대해 학습영상 4장 그리고 실험 영상 4장을 각각 획득한다. 얼굴영상의 에지를 검출한 후 에지 분포에 의해 얼굴영상에서 사각형태로 특징영역을 검출한다. 특징영역에는 눈썹, 눈, 코, 입, 그리고 뺨이 포함된다. 특징영역에 대해 DCT를 수행한 후 대각방향의 계수 합을 구해 특징벡터를 추출한다. 특징벡터는 정규화되어 신경망의 입력 벡터가 된다. 패스워드를 고려하지 않는 경우, 데이터 베이스를 검색한 결과 학습된 얼굴영상에 대해서는 100%의 인증율을 나타내었고 학습되지 않는 얼굴영상의 경우에는92%의 인증률을 나타내었다. 그러나 패스워드를 고려한 경우 모두 100%의 인증율을 보였다.

• 한국작물학회지
• /
• 제50권spc1호
• /
• pp.200-203
• /
• 2005

약쑥의 식물종 판별을 위해 SAW센서가 부착된 GC로 구축된 시스템을 이용하여 휘발성 성분을 분석하였다. 사용된 재료는 별도의 전처리 과정없이 분석되어 15초 이내에 분석된 크로마토그램을 $VaporPrint^{TM}$ 이미지 소프트웨어를 사용하여 패턴화 하였으며 패턴인식을 통하여 비교한 결과, 싸주아리쑥과 사자발쑥, 인진쑥의 패턴 차이를 조사하였다. 1. 싸주아리쑥, 사자발쑥, 인진쑥의 휘발성분의 분석을 통해 polar derivative패턴이 확연히 차이가 있음을 확인할 수 있었다. 따라서 용매추출과 같은 복잡하고 시간이 오래 걸리는 전처리의 과정없이 20초간의 Vapor성분 분석만으로도 쑥의 종류를 구분할 수 있었다. 2.쑥의 보존기간별 향의 변화를 측정해 본 결과, 수확당년의 시료에 비해 해가 갈수록 성분들의 양이 줄어듦이 확인되었고 2년 이후의 시료들에서는 그 변화가 적음을 알 수 있었다. 그러나 4분대의 특정향기성분의 경우에는 오히려 그 양이 증가함을 볼 수 있었다.

• 한국축산식품학회지
• /
• 제31권5호
• /
• pp.649-657
• /
• 2011

In this study, the effects of kimchi powder on the quality properties of an emulsion type sausage made with irradiated pork meat were investigated. Raw ground pork ham was gamma-irradiated at 5 and 10 kGy, and the emulsion type sausage was then manufactured with the irradiated pork meat. The pH value was shown to increase by irradiation of raw material (p<0.05). Samples containing kimchi powder had a lower pH value than other treatments, but no significant differences were observed. In a sensory evaluation, the scores of all the criteria were decreased with an increased irradiation dose of raw material, but samples containing kimchi powder had a higher sensory score than other treatments in all irradiation doses of raw material. The TBARS values were increased by irradiation of raw material and the samples containing kimchi powder had the highest value (p<0.05). Odor substances analyzed by an electronic nose were increased with increased irradiation dose of raw material in all treatments, and samples containing kimchi powder showed a higher increase of odor substances than other treatments. Thus, this study demonstrated that kimchi powder was effective in eliminating the off-odor and flavor of sausages made with irradiated pork meat despite the increase of the TBARS value.

• Asian-Australasian Journal of Animal Sciences
• /
• 제31권9호
• /
• pp.1500-1506
• /
• 2018

Objective: Although Hanwoo has been selected as the superior commercial beef cattle breed in Korea, Chikso (Korean brindle cattle) is still recognized as a valuable breed for beef production. The aim of this study was to compare the meat quality, fatty acid composition and aroma volatiles of beef from Chikso and Hanwoo steers maintained under identical feed management, as information regarding these characteristics is still limited. Methods: A total of 19 carcasses with a quality grade of 1 were selected, and strip loin (longissimus lumborum) cuts were collected from 11 Hanwoo carcasses and 8 Chikso carcasses. Meat quality and aroma analyses were performed at day four postmortem. Results: Though Hanwoo strip loin tended to have higher fat content (15.37%) than Chikso (12.01%), no significant differences were observed. Meat pH, water-holding capacity, cooking loss, shear force value, instrumental surface color (Commission International De L'eclairage $L^{\star}$, $a^{\star}$, $b^{\star}$, chroma, and hue angle) and fatty acid composition were not significantly different. Roasted Chikso beef released more intense aroma than roasted Hanwoo beef based on the total area units of identified volatiles. Among identified volatiles, the amounts of toluene, heptanal, octanal, and nonanal were higher in roasted Chikso beef than in roasted Hanwoo beef. In addition, the aroma pattern of the roasted beef from these breeds was well-discriminated by electronic nose. Conclusion: No distinct differences were found in terms of meat quality between Hanwoo and Chikso beef in this study. However, the aroma pattern and volatiles of roasted Hanwoo and Chikso beef were different according to instrumental analysis.

• Asian-Australasian Journal of Animal Sciences
• /
• 제33권1호
• /
• pp.139-147
• /
• 2020

Objective: The aim of this study was to compare the quality characteristics of retorted Samgyetang (Korean ginseng chicken soup) made from white semi-broilers (WSB; Ross×Hyline white, 3 weeks old), commercial broilers (CB; Ross, 4 weeks old), Korean native chickens (KNC; Hanhyup-3-ho, 12 weeks old) and old laying hens (OLH; Hyline white, 72 weeks old) and to explore the possibility of using the carcasses of KNCs and OLHs as raw material for product diversification. Methods: Raw and cooked meat quality, fatty acid composition and consumer acceptance were analyzed. Results: Among the chicken breeds, OLH and KNC showed a higher shear force value than WSB and CB due to high insoluble collagen contents. However, the meat of KNC was more tender than that of OLH. The meat of OLH was characterized by the lowest moisture content and highest crude fat content. The meat of KNC was characterized by a higher proportion of saturated fatty acids, α-linolenic acid and arachidonic acid than that of OLH. The meat of OLH showed the highest content of unsaturated fatty acid, particularly linoleic acid, in its thigh meat. Electronic nose readings revealed that the meat aroma pattern was clearly different across breeds. OLH had the lowest overall acceptance score, while no differences were found in flavor, texture, juiciness and appearance among WSB, CB, and KNC. Conclusion: KNC shows potential as raw material for Samgyetang, while additional preprocessing methods, such as tenderization and fat removal, are required for the utilization of OLH as raw material for retorted Samgyetang.

• Fisheries and Aquatic Sciences
• /
• 제18권2호
• /
• pp.115-121
• /
• 2015

This study was conducted to confirm quality properties of sterilized Ganjang-gejang (marinated crab Portunus trituberculatus) with Korean soy sauce using by gamma irradiation and to improve quality of sterilized Ganjang-gejang. The Ganjang-gejang was irradiated at dose of 3, 6, 9, 12, and 15 kGy by gamma irradiation and there was evaluated in microbiological, physicochemical, and sensory properties. Total aerobic bacteria and fungi contents of non-irradiated samples were about 6 and 4 log CFU/g level, respectively. Gamma-irradiated samples at above 9 kGy did not contain aerobic bacteria or fungi at detection limit less than 2 log CFU/g, but sensory scores were significantly decreased depending on the irradiation dose. To improve the sensory qualities of gamma-irradiated Ganjang-gejang, the temperature was adjusted during sample irradiation. When samples were irradiated under freezing temperatures, especially on dry ice, the TBARS and the deterioration of sensory qualities of Ganjan-Gejang were reduced. Different odor patterns were observed among samples, as observed using electronic nose analysis system. The results of this study indicated that treatment with irradiation under low temperatures may help to preparing high-quality Ganjang-gejang.

• 센서학회지
• /
• 제10권6호
• /
• pp.310-316
• /
• 2001

다양한 냄새를 인식하고 분석하기 위하여 metal oxide 형 센서어레이를 이용한 인공 냄새인식 시스템(전자 코 시스템)을 설계 제작하였다. 센서어레이로부터 측정되는 다차원 데이터를 관측자로 하여금 쉽게 구별 할 수 있도록 Euclidean distance를 기본으로 하는 unsupervised clustering 방법을 제안한다. 제안된 방법은 주성분 분석법을 Sammon의 매핑법을 시작점으로 사용한 결합방법으로 특정냄새가 속해있는 cluster들에 대한 가정이 필요하지 않으며, 주성분 분석법에서 나타나는 차원축소로 인한 오차를 최소화하고 Sammon의 매핑법 사용으로 나타나는 데이터베이스의 입력순서에 따른 cluster들의 회전현상을 제거할 수 있다. 제안된 unsupervised clustering 방법으로 구현된 인공 냄새인식 시스템은 휘발성 유기화합물과 국산양주들의 냄새 차이를 각각 평가하는데 사용되어졌고 실험을 통하여 좋은 성능을 검증하였다.

• Journal of Microbiology and Biotechnology
• /
• 제30권9호
• /
• pp.1404-1411
• /
• 2020

Lactic acid bacteria (LAB) play an important role in dairy fermentations, notably as cheese starter cultures. During the cheese production and ripening period, various enzymes from milk, rennet, starter cultures, and non-starter LABs are involved in flavor formation pathways, including glycolysis, proteolysis, and lipolysis. Among these three pathways, starter LABs are particularly related to amino acid degradation, presumably as the origins of major flavor compounds. Therefore, we used several enzymes as major criteria for the selection of starter bacteria with flavor-forming ability. Lactococcus lactis subsp. lactis LDTM6802 and Lactococcus lactis subsp. cremoris LDTM6803, isolated from Korean raw milk and cucumber kimchi, were confirmed by using multiplex PCR and characterized as starter bacteria. The combinations of starter bacteria were validated in a miniature Gouda-type cheese model. The flavor compounds of the tested miniature cheeses were analyzed and profiled by using an electronic nose. Compared to commercial industrial cheese starters, selected starter bacteria showed lower pH, and more variety in their flavor profile. These results demonstrated that LDTM6802 and LDTM6803 as starter bacteria have potent starter properties with a characteristic flavor-forming ability in cheese.

• 한국축산식품학회지
• /
• 제41권4호
• /
• pp.563-588
• /
• 2021

Increasing meat demand in terms of both quality and quantity in conjunction with feeding a growing population has resulted in regulatory agencies imposing stringent guidelines on meat quality and safety. Objective and accurate rapid non-destructive detection methods and evaluation techniques based on artificial intelligence have become the research hotspot in recent years and have been widely applied in the meat industry. Therefore, this review surveyed the key technologies of non-destructive detection for meat quality, mainly including ultrasonic technology, machine (computer) vision technology, near-infrared spectroscopy technology, hyperspectral technology, Raman spectra technology, and electronic nose/tongue. The technical characteristics and evaluation methods were compared and analyzed; the practical applications of non-destructive detection technologies in meat quality assessment were explored; and the current challenges and future research directions were discussed. The literature presented in this review clearly demonstrate that previous research on non-destructive technologies are of great significance to ensure consumers' urgent demand for high-quality meat by promoting automatic, real-time inspection and quality control in meat production. In the near future, with ever-growing application requirements and research developments, it is a trend to integrate such systems to provide effective solutions for various grain quality evaluation applications.

• Journal of Animal Science and Technology
• /
• 제63권1호
• /
• pp.137-148
• /
• 2021

The effect of the addition of dietary fiber extracted from wheat, bamboo, and oat on the quality of fried pork loin batter was investigated. Quality evaluation included proximate composition, pH, color, viscosity, coating and frying yield, electronic nose, and sensory evaluation. Regarding proximate composition of fried batter and fried pork loin, the water content of the dietary fiber treatments was significantly higher than that of the control (p < 0.05), whereas fat content was significantly lower than that of the control (p < 0.05). The lightness of non-fried batter with dietary fiber treatments was significantly higher than that of the control (p < 0.05), whereas the yellowness was significantly lower than that of the control (p < 0.05). The lightness, redness, and yellowness of fried pork loin with dietary fiber treatment were significantly lower than those of the control (p < 0.05). The viscosity and coating and frying yield of dietary fiber treatments were significantly higher than those of the control (p < 0.05). The volatile compounds of dietary fiber treatments were decreased "tallowy" flavor and increased "buttery" and "milky" flavor. The principal components of bamboo and oat fiber treatments were clearly distinguishable from those of the control; however, similar principal components as those of the control were obtained with wheat fiber treatment. Regarding sensory evaluation, the color, texture, and overall acceptability of wheat and oat fiber treatments were significantly higher than those of the control (p < 0.05), and the flavor of the wheat fiber treatment was significantly higher than that of the control (p < 0.05). These results show that wheat and oat fibers are suitable for fried pork loin batter and improve its quality.