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Health effects of fruit juices and beverages with varying degrees of processing
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作者 Xinyue Zhang Xiaojun Liao +2 位作者 Yongtao Wang Lei Rao Liang Zhao 《Food Science and Human Wellness》 SCIE CAS CSCD 2024年第5期2456-2479,共24页
The degree of processing is rarely considered an independent factor in the health effects of fruit juices and beverages(FJBs)consumption.In fact,the consumption of ultra-processed foods has been shown to pose health r... The degree of processing is rarely considered an independent factor in the health effects of fruit juices and beverages(FJBs)consumption.In fact,the consumption of ultra-processed foods has been shown to pose health risks.In this study,we first integrated 4 systems used to classify the degree of food processing and then classified FJBs into three major categories,low(minimal),moderate and high.Second,we compared the differences in attitudes towards FJBs in dietary guidelines.Third,we integrated the results of existing epidemiological surveys,randomized controlled trials,and animal experiments to explore the health risks associated with consuming FJBs.Deepening the processing of FJBs has been found to lead to an increased risk of diseases.Dietary pattern,nutrients,addition agents and consumer preferences may be influential factors.Finally,we investigated whether there were any changes in the health benefits of 100%fruit juices produced by different processing methods.In conclusion,minimally/moderately processed 100%fruit juices provide more health benefits than highly processed fruit beverages.The results support the need to consider the extent of FJBs processing in future studies to adjust official nutritional recommendations for beverage consumption. 展开更多
关键词 fruit juices and beverages Dietary guidelines Degree of processing Health effects MECHANISM
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Current Situation and Countermeasures of Breeding for Processing Pepper in China 被引量:1
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作者 姚明华 尹延旭 +3 位作者 王飞 李宁 焦春海 赵家昱 《Agricultural Science & Technology》 CAS 2016年第2期323-328,333,共7页
Research progress on the heterosis, cytoplasmic male sterility and biotechnology breeding of processing pepper (Capsicum annuum L.) was introduced, and the problems of limited germplasm resources and varieties of pr... Research progress on the heterosis, cytoplasmic male sterility and biotechnology breeding of processing pepper (Capsicum annuum L.) was introduced, and the problems of limited germplasm resources and varieties of processing pep- per, large gap with the foreign companies were pointed out. Some suggestions were proposed on strengthening innovation and collection of germplasm resources, breed- ing processing pepper varieties, enhancing breeding level of processing pepper and its market competitiveness. 展开更多
关键词 processing pepper Research status BREEDING countermeasureS
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The Problems in Circulation Channel of Dujiangyan Kiwi Fruit and the Countermeasures
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作者 ZHANG Jin-song ,TIAN Min-juan College of Economics and Management,Sichuan Agricultural University,Chengdu 611130,China 《Asian Agricultural Research》 2012年第5期60-63,共4页
Based on the overview of researches on circulation channel of agricultural products,this article presents the status quo of circulation channel of Dujiangyan kiwi fruit,including the production and circulation pattern... Based on the overview of researches on circulation channel of agricultural products,this article presents the status quo of circulation channel of Dujiangyan kiwi fruit,including the production and circulation pattern of Dujiangyan kiwi fruit. Then it analyzes the problems in the current circulation channel of Dujiangyan kiwi fruit as follows: first,the long circulation channel leads to inefficient circulation and high costs; second,the deep processing capacity is poor,and the added value of fruits is low; third,the application of cold chain logistics technology is insufficient; fourth, blocked information circulation makes the cooperative relations between the subjects in channel fragile. Finally corresponding countermeasures and recommendations are put forward as follows: shortening circulation channel and improving circulation efficiency; improving deep processing capacity,and increasing added value of fruits; strengthening the use of cold chain logistics technology and equipments; establishing rational interest distribution mechanism,and consolidating cooperation between the circulation subjects. 展开更多
关键词 KIWI fruit CIRCULATION CHANNEL countermeasureS Duj
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Polyphenols, Carotenoids, Vitamin C Content in Tropical Fruits and Vegetables and Impact of Processing Methods
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作者 Emy Njoh Ellong Corinne Billard +1 位作者 Sandra Adenet Katia Rochefort 《Food and Nutrition Sciences》 2015年第3期299-313,共15页
Thirty-five fruits and seventeen vegetables from Martinique were evaluated for total phenol content (TPC), Vitamin C and carotenoid content. TPC, Vitamin C and carotenoid contents ranged from 11.7 to 978.6 mg/100g, 0.... Thirty-five fruits and seventeen vegetables from Martinique were evaluated for total phenol content (TPC), Vitamin C and carotenoid content. TPC, Vitamin C and carotenoid contents ranged from 11.7 to 978.6 mg/100g, 0.1 to 2853.8 mg/100g and 9.7 to 9269.7 μg/100g respectively. Fruits and vegetables from Martinique have equivalent or higher TPC, Vitamin C and carotenoid contents than fruits and vegetables from temperate climates. Cashew apple had high values for all three parameters (55.8 mg/100g of Vitamin C, 603 mg/100g of TPC and 924 μg/100g of carotenoids). Bassignac mango and mamey apple had the highest carotenoid contents, with 3800.3 and 3199.7 μg/100g respectively. Acerola had the highest Vitamin C and polyphenol contents with 2853.8 μg/100g and 727.4 mg/100g respectively. Pigeon peas had high values for all three parameters (569.2 mg/100g of Vitamin C, 978.6 mg/100g of TPC and 364.3 μg/100g of carotenoids). Pumpkin and watercress had the highest carotenoid content, with 9269.7 and 4339 μg/100g respectively. TPC, Vitamin C and carotenoid content were significantly impacted by processing techniques. TPC, Vitamin C and carotenoid contents decreased by up to 75.78%, 100% and 70.18% respectively, depending on the processing technique used. 展开更多
关键词 MARTINIQUE fruits and VEGETABLES Total POLYPHENOLS VITAMIN C Carotenoids Technology Process FOOD Composition FOOD Analysis NUTRITIONAL Quality
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Current Situation and Problems of Export-oriented Tilapia Processing in Guangxi and Countermeasures
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作者 Ying ZHANG Gaozhong JIANG Qiong ZHANG 《Asian Agricultural Research》 2014年第5期31-35,41,共6页
Guangxi Zhuang Autonomous Region is an excellent area for tilapia breeding in China,and the development of tilapia industry has received high attention of both the state and Guangxi government. The foreign exchange ea... Guangxi Zhuang Autonomous Region is an excellent area for tilapia breeding in China,and the development of tilapia industry has received high attention of both the state and Guangxi government. The foreign exchange earning is an essential industrial form of tilapia industry in Guangxi. Thus,enhancing the competitiveness of export-oriented tilapia processing is of great significance to the development of tilapia industry. On the basis of field survey,this paper analyzed current situation of export-oriented tilapia processing in Guangxi. At present,tilapia processing industry in Guangxi has realized preliminary standardization,large-scale and grouping,but it is still faced with some problems and challenges,such as low industrialization level,no balanced marketing,and imperfect product quality safety monitoring measures. Therefore,it is required to create favorable environment for export-oriented tilapia processing industry in Guangxi through enhancing policy support,increasing financial input and supporting tilapia processing leading enterprises. 展开更多
关键词 TILAPIA EXPORT-ORIENTED processing PROBLEMS and co
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Polyphenols in Fruits and Vegetables and Its Effect on Human Health 被引量:1
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作者 Giuseppina Pace Pereira Lima Fabio Vianello +2 位作者 Camila Renata Corrêa Renê Arnoux da Silva Campos Milena Galhardo Borguini 《Food and Nutrition Sciences》 2014年第11期1065-1082,共18页
Polyphenols represent a group of chemical substances common in plants, structurally characterized by the presence of one or more phenol units. Polyphenols are the most abundant antioxidants in human diets and the larg... Polyphenols represent a group of chemical substances common in plants, structurally characterized by the presence of one or more phenol units. Polyphenols are the most abundant antioxidants in human diets and the largest and best studied class of polyphenols is flavonoids, which include several thousand compounds. Numerous studies confirm that they exert a protective action on human health and are key components of a healthy and balanced diet. Epidemiological studies correlate flavonoid intake with a reduced incidence of chronic diseases, such as cardiovascular disease, diabetes and cancer. The involvement of reactive oxygen species (ROS) in the etiology of these degenerative conditions has suggested that phytochemicals showing antioxidant activity may contribute to the prevention of these pathologies. The present review deals with phenolic compounds in plants and reports on recent studies. Moreover, the present work includes information on the relationships between the consumption of these compounds, via feeding, and risk of disease occurrence, i.e. the effect on human health. Results obtained on herbs, essential oils, from plants grown in tropical, subtropical and temperate regions, were also reported. 展开更多
关键词 fruitS VEGETABLES Consume Effect on Human Phenolic Content Thermal processing ABSORPTION
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Traditional Processing and Characterization of “Alme Ardeb”, an Indigenous Beverage from Far North Region, Cameroon
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作者 Daoudou Bakari Sadou Kaou Abdouramane +2 位作者 Foundikou Yaya Bruno Yaya Garga Tatsadjieu Ngoune Leopold 《Food and Nutrition Sciences》 2023年第8期730-745,共16页
“Alme ardeb” is a conventional beverage made from sugar and tamarind, season with other ingredients and highly prized by the population of the northern regions of Cameroon. Despite the importance of this traditional... “Alme ardeb” is a conventional beverage made from sugar and tamarind, season with other ingredients and highly prized by the population of the northern regions of Cameroon. Despite the importance of this traditional drink, the manufacturing process and quality attributes are still unknown. As such, a study was undertaken to describe the manufacturing process and characterise the quality of “Alme ardeb”. A survey was conducted in the Diamaré division of the Far north region. An ethnographical technique accompanied with semi-structured questionnaires and interviewing were used for collecting data needed to elaborate the production process. Forty-nine (49) samples of “Alme ardeb” were taken from 49 women producers in the different sites representing 10 samples per site and the sensory, physicochemical, phytochemical and microbiological properties were assessed according referenced techniques. The field survey reveals that the production of “Alme ardeb” is conventional and rudimentary involving two classical units of operation, caramelisation and boiling. The pH and titratable acidity of “Alme ardeb” were insignificant (p ≥ 0.05) except for the soluble solids, electrical conductivity and total sugar. The pH is acidic ranging between 4.06 ± 0.01 and 4.74 ± 0.05 with an oscillating titratable acidity ranging from 0.61% ± 0.022% to 0.65% ± 0.01% and an average soluble solids content of about 10.74 °Brix. Similarly, the total sugar content varies between 51.25 ± 0.18g·L<sup>-1</sup> and 61.37 ± 0.18 g·L<sup>-1</sup> with a conductivity that fluctuates around 351 μS·cm<sup>-1</sup> and 707 μS·cm<sup>-1</sup>. In addition, the average polyphenol, flavonoid and tannin contents were 2.2g EAG·L<sup>-1</sup>, 0.58 g·EQL<sup>-1</sup> and 0.36 g·ECL<sup>-1</sup> respectively, with a free radical scavenging capacity of 52.18%. The beverage revealed a complete absence of Salmonella with a doubtful hygienic quality. The total aerobic plate count varied from (4.1 ± 0.014) × 10<sup>4</sup> CFU·mL<sup>-1</sup> to (8.2 ± 0.007) × 10<sup>7</sup> CFU·mL<sup>-1</sup>, total coliforms from (4.3 ± 0.6) × 10<sup>2</sup> CFU·mL<sup>-1</sup> to (1.05 ± 0.7) × 10<sup>5</sup> CFU·mL<sup>-1</sup>, faecal coliforms from non-detected to (4.1 ± 0.07) × 10<sup>2</sup> CFU·mL<sup>-1</sup> and the fungal flora ranged from 0.0 to (6.5 ± 0.7) × 10<sup>3</sup> CFU·mL<sup>-1</sup>. However, the panelists judged the beverage as being acidic with a brownish colour and a sweet caramelized taste. Consequently, the beverage was highly palatable and consumed with an overall score that went from 13.48 ± 3.32 to 15.81 ± 4.47. 展开更多
关键词 “Alme Ardeb” Traditional processing Tamarind fruit Physicochemical and Microbiological Qualities
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Effects of bioactive compounds and pharmacological activities in medicinal fruits and vegetables by thermal processing
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作者 Jiaqiong Liu Yang Liu Xiaoqin Wang 《Journal of Future Foods》 2023年第3期252-262,共11页
With the advancement of living standards,the role of healthy diets in maintaining well-being has gained prominence.The concept of“medicinal fruits and vegetables”has attracted much research attention recently.Medici... With the advancement of living standards,the role of healthy diets in maintaining well-being has gained prominence.The concept of“medicinal fruits and vegetables”has attracted much research attention recently.Medicinal fruits and vegetables are rich in nutrients and high in edible value,and are also necessary for people's daily diet.In order to better exert the effect of medicinal fruits and vegetables and prolong their shelf life,this paper reviews the effects of common thermal processing methods(boiling,steaming,microwaving,hot air drying,and pasteurization)on the bioactive compounds and pharmacological activities of medicinal fruits and vegetables.It is found that different heat treatment methods have their own advantages and disadvantages,and microwave drying has greater advantages in comparison.Through the summary of the thermal processing methods of medicinal fruits and vegetables,it is expected to provide a theoretical reference for its rational utilization in the field of fruits and vegetables and the improvement of thermal processing methods. 展开更多
关键词 Medicinal fruits and vegetables Thermal processing Bioactive compounds Pharmacological activities
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3D Reconstruction of Fruit Shape based on Vision and Edge Sections
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作者 Nasr Abdalmanan Nasr Ali Kamarulzaman Kamarudin +9 位作者 Chee Kiang Lam Muhamad Safwan Muhamad Azmi Abdul Halim Ismail Norasmadi Abdul Rahim Wan Mohd Nooriman Wan Yahya Goh Kheng Sneah Moey Lip Seng Teoh Phaik Hai Ong Thean Lye Noor Zafira Noor Hasnan 《Journal of Electronic & Information Systems》 2022年第1期26-32,共7页
The fruit industry has been known as one of the largest businesses in Malaysia,where most of the fruits pass through the peeling process well in advance before the final product as juice in a bottle or slices in a can... The fruit industry has been known as one of the largest businesses in Malaysia,where most of the fruits pass through the peeling process well in advance before the final product as juice in a bottle or slices in a can.The current industrial fruit peeling techniques are passive and inefficient by cutting parts of the pulp of the fruit with peels leading to losses.To avoid this issue,a multi-axis CNC fruit peeler can be used to precisely peel the outer layer with the guidance of a 3D virtual model of fruit.In this work,a new cost-effective method of 3D image reconstruction was developed to convert 36 fruit images captured by a normal RGB camera to a 3D model by capturing a single image every 10 degrees of fruit rotation along a fixed axis.The point cloud data extracted with edge detection were passed to Blender 3D software for meshing in different approaches.The vertical link frame meshing method developed in this research proved a qualitative similarity between the output result and the scanned fruit in a processing time of less than 50 seconds. 展开更多
关键词 3D Reconstruction Machine vision fruit processing
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Orthogonal Test Optimization of Extraction Technology of Total Fla-vonoids from Fruits and Leaves of Prunus mume Sieb. et Zucc. and Its in Vitro Anti-oxidation Activity 被引量:4
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作者 Xue ZHAI Qian JIN +2 位作者 Haiyan XIANG Fenglin WANG Yuan LIU 《Medicinal Plant》 2017年第2期25-31,36,共8页
[Objectives]To optimize the extraction technology of total flavonoids component,and investigate its in vitro anti-oxidation activity.[Methods]The single factor was inspected firstly. By orthogonal experiment,the best ... [Objectives]To optimize the extraction technology of total flavonoids component,and investigate its in vitro anti-oxidation activity.[Methods]The single factor was inspected firstly. By orthogonal experiment,the best extraction conditions of total flavonoids from fruits and leaves of P. mume Sieb. et Zucc. were determined,and reducing ability of the extracted total flavonoids and its DPPH and ABTS scavenging abilities were explored. [Results] The best extraction technology conditions: solid-liquid ratio of 1∶ 50,ethanol concentration of 50%,extraction time of 2. 5 h,extraction temperature of 85 ℃,two-time extraction. By detecting DPPH and ABTS scavenging abilities of total flavonoids,the anti-oxidation activity of the total flavonoids from fruits and leaves of P. mume Sieb. et Zucc. was analyzed and evaluated. [Conclusions]Fruits and leaves of P. mume Sieb. et Zucc. had a certain in vitro anti-oxidation activity,and heat reflux extraction method of its total flavonoids had high extraction rate and simple and convenient operation,which had some practical value. 展开更多
关键词 Prunus mume Sieb. ET Zucc. fruitS and LEAVES ANTI-OXIDATION TOTAL flavonoids Orthogonal process
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Impact of Traditional Treatments on the Nutritional Value of Seeds of Jack Fruit (<i>Artocarpus heterophyllus</i>)
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作者 O. E. Ezim L. U. S. Ezeanyika C. U. O. Ujowundu 《Food and Nutrition Sciences》 2020年第11期983-989,共7页
<span style="font-family:Verdana;">Impact of traditional treatments on the nutritional value of </span><span><i></i></span><i><span style="font-family:Verdan... <span style="font-family:Verdana;">Impact of traditional treatments on the nutritional value of </span><span><i></i></span><i><span style="font-family:Verdana;">Artocarpus heterophyllus</span><span></span></i><span> </span><span style="font-family:Verdana;">seeds w</span><span style="font-family:Verdana;">as</span><span style="font-family:Verdana;"> evaluated. Four traditional processing methods were used (boiling, roasting, soaking and fermentation</span><span style="font-family:Verdana;">)</span><span style="font-family:Verdana;">. Boiled </span><span><i></i></span><i><span style="font-family:Verdana;">A. heterophyllus</span><span></span></i><span> </span><span style="font-family:Verdana;">(BAH) samples were boiled in water for 60 minutes, roasted </span><span><i></i></span><i><span style="font-family:Verdana;">A. heterophyllus</span><span></span></i><span> </span><span style="font-family:Verdana;">(RAH) samples were roasted in fine sand, soaked </span><span><i></i></span><i><span style="font-family:Verdana;">A. heterophyllus</span><span></span></i><span> </span><span style="font-family:Verdana;">(SAH) were soaked in clean water for 48 hours before boiling while the fermented</span><span style="font-family:Verdana;"> A. heterophyllus </span><span style="font-family:Verdana;">(FAH) samples were boiled and wrapped in black bag for 48 hours. The mean proximate content (%) of the unprocessed </span><span><i></i></span><i><span style="font-family:Verdana;">A. heterophyllus</span><span></span></i><span> </span><span style="font-family:Verdana;">(UAH) seeds w</span><span style="font-family:Verdana;">as</span><span style="font-family:Verdana;">;protein (15.88 ± 0.08), fibre (10.04 ± 0.09) ash (5.05 ± 0.07), moisture (29.25 ± 0.35), fat (10.26 ± 0.35) and carbohydrate (29.52 ± 0.4). Processing affected the proximate and mineral composition of </span><span><i></i></span><i><span style="font-family:Verdana;">A. heterophyllus</span><span></span></i><span style="font-family:Verdana;"> seeds. All the processing methods used reduced the protein content. There were significant increases (p < 0.05) in manganese (Mn), magnesuim (Mg), potassium (K), copper (Cu), iron (Fe), iodine (I), chlorine (Cl) and phosphorous (P) BAH and SAH samples and a significant reduction (p < 0.05) in Mg, calcium (Ca), selenium (Se), Cu, Cl, zinc (Zn) and Mn in FAH sample. Processing increased the level of phosphorous in all the samples. </span><span><i></i></span><i><span style="font-family:Verdana;">A.</span><span> </span><span style="font-family:Verdana;">heterophyllus</span><span></span></i><span> </span><span style="font-family:Verdana;">seeds are rich in nutrient and can serve as an alternative source of nutrients for both man and animals.</span> 展开更多
关键词 Jack fruit MINERALS processing Proximate Composition
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Camu-Camu (<i>Myrciaria dubia</i>HBK): Yogurt Processing, Formulation, and Sensory Assessment
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作者 Jaime Paiva Lopes Aguiar Francisca das Chagas do Amaral Souza 《American Journal of Analytical Chemistry》 2015年第5期377-381,共5页
The objective of this study is to formulate and assess technologies for producing yogurt with camu-camu pulp, which has market potential and can be included in school meals, providing the general population with a nut... The objective of this study is to formulate and assess technologies for producing yogurt with camu-camu pulp, which has market potential and can be included in school meals, providing the general population with a nutritious and functional product. Three formulations of yogurt with camu-camu pulp were prepared, F1 10%, F2 13%, and F3 15%, with the following ingredients: whole UHT (Ultra High Temperature) milk, camu-camu pulp, dairy culture, and sugar. The micro-biological characteristics of the final products were within the standards recommended by ANVISA. Regarding sensory assessment, formulation 1 achieved the highest acceptability. The chemical, physical, and microbiological parameters were within the limits established by the legislation, and the acceptability of the formulation containing 10% camu-camu pulp was satisfactory. This is a more quality food option for the Amazonian and Brazilian population. 展开更多
关键词 Amazonian fruit SENSORY Analysis processing FORMULATION YOGURT
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Modeling and realization of real time electronic countermeasure simulation system based on SystemVue 被引量:3
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作者 Xiao-rong Tong 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2020年第2期470-486,共17页
In this paper,we proposed a new design scheme of real time electronic countermeasure simulation system.This paper mainly expounds the modeling and realization methods of each part of the whole simulation system,and th... In this paper,we proposed a new design scheme of real time electronic countermeasure simulation system.This paper mainly expounds the modeling and realization methods of each part of the whole simulation system,and the real-time property of system has been lucubrated.Electronic countermeasure simulation system is the key part of military training of individuals;it can also allow the realistic evaluation of the performance of modern equipments and techniques.As a proof,we have drawn up a series of simulation scenarios,such as radar electronic reconnaissance simulation scenario,to explain the feasibility and the superiority of our modeling scheme in this paper. 展开更多
关键词 Electronic countermeasure SYSTEM Real-time property SYSTEM MODELING SystemVue Simulation Signal processing TRANSPARENT computing
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Feature extraction of jujube fruit wrinkle based on the watershed segmentation 被引量:4
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作者 Zhang Junxiong Ma Qingqing +1 位作者 Li Wei Xiao Tingting 《International Journal of Agricultural and Biological Engineering》 SCIE EI CAS 2017年第4期165-172,共8页
The degree of surface wrinkles on a dried jujube fruit(Ziziphus jujuba Mill.)is an important quality grading criterion.The aim of this research was to propose an image processing method based on the watershed segmenta... The degree of surface wrinkles on a dried jujube fruit(Ziziphus jujuba Mill.)is an important quality grading criterion.The aim of this research was to propose an image processing method based on the watershed segmentation to extract the wrinkle features of jujube fruits.Original images of jujube fruit taken under cyan light were transformed into grayscale images.The noise in these images was then removed by morphological reconstruction.The H-minima extended transformation was used to label the foreground of jujube fruit images after reconstruction,and the labeled foreground regions were segmented by a distance transform-based watershed algorithm.Then,the grayscale images were filtered with a local range filter.The segmentation function was obtained using the minima imposition method.Finally,a watershed segmentation was used to extract the wrinkle features of jujube fruits.Experiments on 304 images of jujube fruit showed that the accuracy of wrinkle-based grading obtained by the algorithm was 92.11%,which proved that this method could be used to classify jujube wrinkles. 展开更多
关键词 feature extraction watershed segmentation image processing jujube fruit WRINKLE quality grading
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Robust image processing algorithm for computational resource limited smart apple sunburn sensing system
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作者 Guobin Shi Rakesh Ranjan Lav R.Khot 《Information Processing in Agriculture》 EI 2020年第2期212-222,共11页
Heat and light stress causes sunburn to the maturing apple fruits and results in crop production and quality losses.Typically,when the fruit surface temperature(FST)rises above critical limits for a prolonged duration... Heat and light stress causes sunburn to the maturing apple fruits and results in crop production and quality losses.Typically,when the fruit surface temperature(FST)rises above critical limits for a prolonged duration,the fruit may suffer several physiological disorders including sunburn.To manage apple sunburn,monitoring FST is critical and our group at Washington State University is developing a noncontact smart sensing system that integrates thermal infrared and visible imaging sensors for real time FST monitoring.Pertinent system needs to perform in-field imagery data analysis onboard a single board computer with processing unit that has limited computational resources.Therefore,key objective of this study was to develop a novel image processing algorithm optimized to use available resources of a single board computer.Algorithm logic flow includes color space transformation,k-means++classification and morphological operators prior to fruit segmentation and FST estimation.The developed algorithm demonstrated the segmentation accuracy of 57.78%(missing error=12.09%and segmentation error=0.13%).This aided successful apple FST estimation that was 10–18C warmer than ambient air temperature.Moreover,algorithm reduced the imagery data processing time cost of the smart sensing systemfrom 87 s to 44 s using image compression approach. 展开更多
关键词 Apple sunburn fruit surface temperature Thermal-RGB imaging On-board image processing Kmeans++clustering Smart sensing systems
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基于图像处理技术的棚室番茄果实识别
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作者 陈翠琴 孟清 《农机化研究》 北大核心 2025年第1期189-193,共5页
我国番茄的产量居世界前列,种植的主要方式为棚室种植,大多采用人工采摘,成本高、效率低,不利于种植产业的发展。为此,提出了一种基于A-ENet模型的图像处理技术,用于棚室番茄果实的识别。A-ENet模型在EfficientNet运行时引入注意力机制... 我国番茄的产量居世界前列,种植的主要方式为棚室种植,大多采用人工采摘,成本高、效率低,不利于种植产业的发展。为此,提出了一种基于A-ENet模型的图像处理技术,用于棚室番茄果实的识别。A-ENet模型在EfficientNet运行时引入注意力机制,用于优化深度网络运算结果。EfficientNet通过调整、完善网络的宽度、深度等网络参数提升网络的识别准确率,同时在网络提取输入信号特征时引入注意力机制用于捕捉输入信号特征的权重信息,主动忽略环境因素对目标信号的干扰。A-ENet模型能够解决由于识别目标之间的细微差异产生的识别错误的问题,且能够减少随机环境因素对识别过程的干扰,提高识别成功率,对棚室番茄果实识别问题起到积极的影响作用。实验结果表明:所提出的基于图像处理技术的A-ENet模型能够构建出效率更高、鲁棒性更强的目标识别系统。 展开更多
关键词 番茄果实 EfficientNet 注意力机制 图像处理技术 深度网络
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Feature extraction of hyperspectral images for detecting immature green citrus fruit
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作者 Yongjun DING Won Suk LEE Minzan LI 《Frontiers of Agricultural Science and Engineering》 2018年第4期475-484,共10页
At an early immature growth stage of citrus, a hyperspectral camera of 369–1042 nm was employed to acquire 30 hyperspectral images in order to detect immature green fruit within citrus trees under natural illuminatio... At an early immature growth stage of citrus, a hyperspectral camera of 369–1042 nm was employed to acquire 30 hyperspectral images in order to detect immature green fruit within citrus trees under natural illumination conditions. First, successive projections algorithm(SPA) were implemented to select 677, 804,563, 962, and 405 nm wavebands and to construct multispectral images from the original hyperspectral images for further processing. Then, histogram threshold segmentation using NDVI of 804 and 677 nm was implemented to remove image backgrounds. Three slope parameters, calculated from the pairs 405 and 563 nm, 563 and 677 nm, and 804 and 962 nm were used to construct a classifier to identify the potential citrus fruit. Then, a marker-controlled watershed segmentation based on wavelet transform was applied to obtain potential fruit areas.Finally, a green fruit detection model was constructed according to Grey Level Co-occurrence Matrix(GLCM)texture features of the independent areas. Three supervised classifiers, logistic regression, random forest and support vector machine(SVM) were developed using texture features. The detection accuracies were 79%, 75%, and 86% for the logistic regression, random forest, and SVM models, respectively. The developed algorithm showed a great potential for identifying immature green citrus for an early yield estimation. 展开更多
关键词 HYPERSPECTRAL green CITRUS image processing fruit detection precision AGRICULTURE YIELD mapping
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Gaussian process regression for prediction and confidence analysis of fruit traits by near-infrared spectroscopy
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作者 Xiaojing Chen Jianxia Xue +3 位作者 Xiao Chen Xinyu Zhao Shujat Ali Guangzao Huang 《Food Quality and Safety》 SCIE CSCD 2023年第1期132-137,共6页
Detection of fruit traits by using near-infrared(NIR)spectroscopy may encounter out-of-distribution samples that exceed the generalization ability of a constructed calibration model.Therefore,confidence analysis for a... Detection of fruit traits by using near-infrared(NIR)spectroscopy may encounter out-of-distribution samples that exceed the generalization ability of a constructed calibration model.Therefore,confidence analysis for a given prediction is required,but this cannot be done using common calibration models of NIR spectroscopy.To address this issue,this paper studied the Gaussian process regression(GPR)for fruit traits detection using NIR spectroscopy.The mean and variance of the GPR were used as the predicted value and confidence,respectively.To show this,a real NIR data set related to dry matter content measurements in mango was used.Compared to partial least squares regression(PLSR),GPR showed approximately 14%lower root mean squared error(RMSE)for the in-distribution test set.Compared with no confidence analysis,using the variance of GPR to remove abnormal samples made GPR and PLSR showed approximately 58%and 10%lower RMSE on the mixed distribution test set,respectively(when the type 1 error rate was set to 0.1).Compared with traditional one-class classification methods,the variance of the GPR can be used to effectively eliminate poorly predicted samples. 展开更多
关键词 Near-infrared spectroscopy fruit traits calibration model confidence analysis Gaussian process regression
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Characterization of fruit juices and effect of pasteurization and storage conditions on their microbial,physicochemical,and nutritional quality
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作者 Juliana Mandha Habtu Shumoy +1 位作者 Athanasia O.Matemu Katleen Raes 《Food Bioscience》 SCIE 2023年第1期1266-1276,共11页
Characterization,pasteurization and storage are essential steps in fruit juice processing.Watermelon,pineapple,and mango juices were pasteurized at 80±2℃ and held at different treatment times(1,2.5,5,10,and 15 m... Characterization,pasteurization and storage are essential steps in fruit juice processing.Watermelon,pineapple,and mango juices were pasteurized at 80±2℃ and held at different treatment times(1,2.5,5,10,and 15 min).Juice yield,pH,proximate composition,total soluble solids,color,vitamin C,microbial quality,mineral content,enzyme activity(polyphenol oxidase(PPO),and peroxidase(POD)),total phenolic content,and antioxidant capacity were measured during pasteurization and cold storage(4℃).Results showed that watermelon juice had the highest crude protein,pH,and moisture content,pineapple juice had the highest titratable acidity,vitamin C and mineral content(potassium,calcium,magnesium,manganese,and zinc)and mango juice had the highest juice yield,and total soluble solids.Regardless of the holding time,pasteurization reduced total plate counts and yeast and molds to below detectable limits(1 log CFU/mL).Vitamin C was undetectable in watermelon juice after 10 min of pasteurization compared to mango juice with a 27%reduction.Pasteurization preserved mango juice color,but watermelon juice became less red and more yellow with increasing treatment time.POD was more thermoresistant than PPO and needed a treatment time of at least 5 min to obtain 80%reduction.Storage of more than 9 days negatively affected the watermelon color,total phenolic content and antioxidant capacities of watermelon juice pasteurized at 15 min and vitamin C content of unpasteurized mango juice.Thus,pasteurization and storage affect fruit juice quality depending on the type of fruit and their composition. 展开更多
关键词 Thermal processing Enzymes fruit quality fruit juice Nutrient composition
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忍冬木层孔菌多糖的提取工艺优化及其体外抗氧化活性研究 被引量:1
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作者 张宏岐 朱烈琴 +3 位作者 曾亚妮 崔敏 周莹霞 杜娟 《天然产物研究与开发》 CAS CSCD 北大核心 2024年第4期581-588,668,共9页
忍冬木层孔菌(Phellinus lonicerinus(Bond.) Bond.et Sing)为湖北等地习用的桑黄品种,也是土家族常用药,多糖是其主要活性成分。为了研究忍冬木层孔菌子实体多糖(Phellinus lonicerinus polysaccharide, PLP)的提取工艺及其体外抗氧化... 忍冬木层孔菌(Phellinus lonicerinus(Bond.) Bond.et Sing)为湖北等地习用的桑黄品种,也是土家族常用药,多糖是其主要活性成分。为了研究忍冬木层孔菌子实体多糖(Phellinus lonicerinus polysaccharide, PLP)的提取工艺及其体外抗氧化活性,采用冷凝回流提取法在单因素实验结果的基础上,进行Box-Behnken响应面分析,确定PLP的最佳提取工艺,并通过测定忍冬木层孔菌多糖(PLP30、PLP60、PLP85、PLPA1和PLPA2)的还原能力、对DPPH、ABTS、羟基自由基的清除能力、对酪氨酸酶活性的抑制能力。结果显示PLP最佳提取工艺的参数为:料液比1∶20 g/mL、提取时间120 min、提取温度100℃,此条件下PLP提取率为(3.16±0.05)%;五种多糖对DPPH、ABTS和羟基自由基均具有较强的清除作用,且具有较强的还原力,其对ABTS自由基清除作用和还原力均与浓度呈量效关系。表明忍冬木层孔菌子实体多糖具有良好的体外抗氧化和一定的酪氨酸酶活性抑制能力。 展开更多
关键词 忍冬木层孔菌 子实体 多糖 提取工艺 抗氧化
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