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2023

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Perceptions Of Medical Students By Using Internal Medicine Educational Environment Measure (Imeem) In A Rural Affiliated Teaching Hospital, Sirayut Waramit Dec 2023

Perceptions Of Medical Students By Using Internal Medicine Educational Environment Measure (Imeem) In A Rural Affiliated Teaching Hospital, Sirayut Waramit

Graduate Medical Education Research Journal

Background and Objectives: Students’ perception of the educational setting is an important source for improving and applying changes to the medical educational environment. This study aimed to determine how medical students perceive the important factors of the learning environment in Internal Medicine at a rural affiliated teaching hospital.

Methods: This was a descriptive study carried out in the Department of Medicine, Sakon Nakhon Hospital, Thailand, from May 2021 to April 2023. Sixth-year medical students completed a validated Internal Medicine Education Environment Measure (IMEEM) questionnaire at the end of four weeks of learning the Clerkship Internal Medicine course.

Results: A …


Recurrent Polymicrobial Bloodstream Infections As Harbingers Of A Duodenal-Inferior Vena Cava Fistula, Gregory E. Koval, Richard J. Hankins, Jasmine R. Marcelin Dec 2023

Recurrent Polymicrobial Bloodstream Infections As Harbingers Of A Duodenal-Inferior Vena Cava Fistula, Gregory E. Koval, Richard J. Hankins, Jasmine R. Marcelin

Graduate Medical Education Research Journal

This is a case of an 82-year-old patient who presented with recurrent polymicrobial bloodstream infections and no obvious undrained source of infection. She had prior double barrel iliocaval stenting for post thrombotic syndrome. The patient underwent exploratory laparotomy and primary repair of a duodenal-caval fistula with a fascia lata patch and an omental pedicle flap. No further bloodstream infections were documented after the repair. This discussion highlights an uncommon complication of IVC stenting, its presentation as well as the operative approach used to repair the fistula.


Pwm-Controlled Three Level Stacked Structure Llc Resonant Converter And Method Of Controlling Same, H. Alan Mantooth, Yuqi Wei Dec 2023

Pwm-Controlled Three Level Stacked Structure Llc Resonant Converter And Method Of Controlling Same, H. Alan Mantooth, Yuqi Wei

Patents Granted

The invention discloses a novel control scheme/strategy for the stacked structure LLC resonant converter. The control scheme includes a control signal as a gating signal of the fourth switch, and gating signals of the first, second and third switches that are operably generated according to the gating signal of the fourth switch. The gating signals of the second switch has a same duty ratio as and a phase shift of 180 degrees from the gating signal of the fourth switch. The gate signals of the first and third switches are complementary with the gate signals of the second and fourth …


Product Pricing And Return Refund Strategy In Two Layer Supply Chain, Abhijit Barman, Hiren Lekhadiya, Subhajit Giri, Tushar Mandanaka Dec 2023

Product Pricing And Return Refund Strategy In Two Layer Supply Chain, Abhijit Barman, Hiren Lekhadiya, Subhajit Giri, Tushar Mandanaka

Conference Articles

In the current situation of globalization, many businesses have adopted and implemented supply chain strategies, especially as their operations become more worldwide. Management of corporate operations over extensive supply chains is becoming increasingly important. Product recycling and product return policy are sustainable strategies to reduce environmental and economic deterioration. Additionally, to increase product sales with customer satisfaction, a return refund strategy is an essential strategy for a business organization in a competitive market. In this research, we have developed a manufacturer-retailer two-layer supply chain model with a return-refund strategy. We have formulated price and refund amounts dependent on demand for …


Winn Dixie Stores V. Eastern Mushroom Marketing Cooperative Inc Dec 2023

Winn Dixie Stores V. Eastern Mushroom Marketing Cooperative Inc

2023 Decisions

USDC for the Eastern District of Pennsylvania


Winn Dixie Stores V. Eastern Mushroom Marketing Cooperative Inc Dec 2023

Winn Dixie Stores V. Eastern Mushroom Marketing Cooperative Inc

2023 Decisions

USDC for the Eastern District of Pennsylvania


Ryan Givey V. Doj Dec 2023

Ryan Givey V. Doj

2023 Decisions

USDC for the Eastern District of Pennsylvania


Banks Brace For Auditor Shuffle In New Year As Per Rbi's Three Year Tenure Mandate, Amol Dethe Dec 2023

Banks Brace For Auditor Shuffle In New Year As Per Rbi's Three Year Tenure Mandate, Amol Dethe

Documents

No abstract provided.


Information-Rich 6d Single-Molecule Imaging Design Using Optimization, Tingting Wu Dec 2023

Information-Rich 6d Single-Molecule Imaging Design Using Optimization, Tingting Wu

McKelvey School of Engineering Graduate Student Theses & Dissertations

When studying biochemical processes, localizing the targets alone will not paint a complete picture. We also need techniques to probe how biomolecules interact with one another, including how molecules are organized into larger structures, how they are oriented with respect to surrounding molecules, and how local chemical parameters, like pH and hydrophobicity, vary spatially and temporally. My dissertation focuses on single-molecule orientation localization microscopy (SMOLM, Chapter 1). The objective is to develop imaging techniques for measuring how molecules are oriented with respect to their surrounding molecules, namely, 3D orientation. Achieving optimal imaging performance requires careful design of both the forward …


Vocal Fold Paresis And Bilateral Anterior Laryngeal Saccular Cysts In A Singer., Ryan Witcher, Lauren E Melley, Omar Ramadan, Robert T Sataloff Dec 2023

Vocal Fold Paresis And Bilateral Anterior Laryngeal Saccular Cysts In A Singer., Ryan Witcher, Lauren E Melley, Omar Ramadan, Robert T Sataloff

Otolaryngology (ENT) Resident Research

No abstract available


Putin Skirts The Icc: The Invasion Of Ukraine And The Symbolic Power Of International Law, Corbin Gregg Dec 2023

Putin Skirts The Icc: The Invasion Of Ukraine And The Symbolic Power Of International Law, Corbin Gregg

Cardozo International & Comparative Law Review (CICLR) Blog

Much can be said about the role of international law in shaping the behavior of states and leaders. Often maligned, international organizations face criticism from those who wish to see them do more: punish human rights violations, sanction aggressive state actors, and prevent wars of aggression. While these are overall purported goals of international organizations, the way they attempt to effectuate change is sometimes unclear. Nowhere is this more true than the way the international organizations have reacted to the Russian invasion of Ukraine.

This post was originally published on the Cardozo International & Comparative Law Review on December 26, …


December 26 Roundtable Update, Jeffrey M. Wice Dec 2023

December 26 Roundtable Update, Jeffrey M. Wice

Elections, Census & Redistricting Updates

No abstract provided.


Purification And Comparison Of Enzymatic Properties Of Endogenous Transglutaminase Between Silver Carp And Black Carp, Yi Lin, An Yueqi, Liu Ru, Hu Yang, Xiong Shanbai Dec 2023

Purification And Comparison Of Enzymatic Properties Of Endogenous Transglutaminase Between Silver Carp And Black Carp, Yi Lin, An Yueqi, Liu Ru, Hu Yang, Xiong Shanbai

Food and Machinery

Objective: This study aimed to investigate the differences in enzymatic properties of endogenous transglutaminase (TGase) in silver carp and black carp. Methods: STG and BTG were purified from the muscle of silver carp and black carp, respectively, by 80% ammonium sulfate precipitation, Q-Sepharose FF, and Sephacryl S-200 HR chromatographies. Two enzymes were analyzed for relative molecular weights, peptide sequences, secondary structures, optimal reaction conditions, and thermal inactivation kinetics. Results: The purified STG and BTG showed similar relative molecular weights, of which the enzyme activities were 14.34 U/mg and 12.67 U/mg, respectively. Both enzymes showed differences in peptide sequences. The secondary …


Screening And Identification Of Bifidobacterium Longum From Maternal Milk And Its Domestication Of Oxygen-Domestication, Zhang Feng, Hou Xinyue, Guo Liqiong, Liu Chunhua, Lin Junfang Dec 2023

Screening And Identification Of Bifidobacterium Longum From Maternal Milk And Its Domestication Of Oxygen-Domestication, Zhang Feng, Hou Xinyue, Guo Liqiong, Liu Chunhua, Lin Junfang

Food and Machinery

Objective: To screen Bifidobacterium from breast milk and improve its oxygen tolerance under aerobic conditions. Methods: Dilution and spread plate methods were performed to separate and screen Bifidobacterium from breast milk. Their Bifidobacterium identifications were characterized by 16S rDNA sequencing. The oxygen tolerant domestications were conducted through gradual increase of oxygen pressure and alternation of aerobic and anaerobic cultivations. Results: A novel Bifidobacterium strain was isolated from human milk and was identified as Bifidobacterium longum by 16S rDNA sequencing, which was named as MEFZ-2201. The homology between MEFZ-2201 and model strain (accession number in NCBI: ON631733.1) reached 100%. After oxygen …


Effect Of Different Processing Temperature On Texture Profile And Flavor Of The Edible Bird's Nest, Shang Kexin, Qiu Shuang, Zhang Lan, Cheng Xiangrong, Wang Dongliang Dec 2023

Effect Of Different Processing Temperature On Texture Profile And Flavor Of The Edible Bird's Nest, Shang Kexin, Qiu Shuang, Zhang Lan, Cheng Xiangrong, Wang Dongliang

Food and Machinery

Objective: This study aimed to investigate the effects of different processing temperature on texture profile and flavor of dried edible bird's nest. Methods: With dried edible bird's nest as the main raw material, the texture profile analysis of edible bird's nest at different processing temperature was carried out by physical property analyzer. The volatile components of edible bird's nest at different processing temperature were determined by electronic nose and solid phase microextraction gas chromatography-mass spectrometry (SPME-GC-MS). Results: It was found that the adhesion of cooked edible bird's nest decreased significantly (P<0.01), but its resilience increased significantly (P<0.05) with the increase of temperature. 12 kinds of effective flavor substances were detected in the cooked edible bird's nest by SPME-GC-MS, including: 3 alcohols, 2 aldehydes, 2 esters, 3 ketones, 1 acid, and 1 ether, accounting for 6.23%, 49.34%, and 54.85% of the total detected substances in the cooked edible bird's nest at 95 ℃, 105 ℃ and 115 ℃, respectively. Conclusion: Different processing temperature affects the taste of edible bird's nest and the overall odor profile after processing. Moreover, higher cooking temperature tends to make the egg white-like flavor stronger. The volatile substances in the bird's nest stew at 95 ℃ are mainly acids, the bird's nest cooked at 105 ℃ mainly produces alcohols, and the edible bird's nest cooked at 115 ℃ mainly produces ketones and alcohols.


Analysis Of Volatile Flavor Components And Characteristics Of Dough Fermented With Flavor Fermentation Liquid, Zhang Yanmei, Zhu Yuchang, Yang Dandan, Pan Xufang, Bai Hui, Zhou Dazhai Dec 2023

Analysis Of Volatile Flavor Components And Characteristics Of Dough Fermented With Flavor Fermentation Liquid, Zhang Yanmei, Zhu Yuchang, Yang Dandan, Pan Xufang, Bai Hui, Zhou Dazhai

Food and Machinery

Objective: This study aimed to investigate the varieties and contents of volatile components in fermented dough with flavor fermentation broth at different fermentation time. Methods: Headspace solid phase microextraction-gas chromatography (HS-SPME-GC-MS) was used to determine the volatile flavor substances in the dough of the flavor ferment at 12, 24, 36, 48 and 72 h. Also, sensory evaluation of the odor and determination of pH value, total acidity (TAA) and rheological properties of the dough were measured. Results: The strength of eight odors (frankincense, cheese, flower, fruit sweet, wine, malt, grass and sour) showed different performance, depending on the types and …


Effects Of Thawing Methods On The Quality, Physicochemical Properties And Microstructure Of Pork, Wang Li, Chen Wei, Wang Yuanliang, Li Zhongjun, Xia Di Dec 2023

Effects Of Thawing Methods On The Quality, Physicochemical Properties And Microstructure Of Pork, Wang Li, Chen Wei, Wang Yuanliang, Li Zhongjun, Xia Di

Food and Machinery

Objective: To investigate the best defrosting method for frozen pork. Methods: Investigated the effects of three thawing methods, namely low-frequency electric field thawing, air thawing and hydrostatic thawing, on the juice loss rate, moisture content, water holding capacity, pH, colour difference, volatile saline nitrogen, total bacterial colony, textural characteristics, fat oxidation and protein oxidation of pork after thawing. Results: The low frequency electric field thawing resulted lower juice loss (1.09%), shear force (2 600.15 N), increase in thiobarbituric acid value (TBARS) (62.50%), good colour, pH close to that of fresh meat, less protein oxidation, richer taste material, less damage to …


Spin-Flash Drying Characteristics And Kinetic Model Of Antarctic Krill, Tan Jiayu, Ouyang Jie, Ma Tiantian, Shen Jia Dec 2023

Spin-Flash Drying Characteristics And Kinetic Model Of Antarctic Krill, Tan Jiayu, Ouyang Jie, Ma Tiantian, Shen Jia

Food and Machinery

Objective: The purpose of this study was to investigate the drying characteristics and establish the kinetic model of Antarctic krill during spin-flash drying. The drying experiments were carried out at 120 ℃ to 180 ℃. Methods: Six common thin-layer drying models were selected to fit the experimental data. Further, the equations of drying model constant and temperature were established to obtain the model expression and validate the optimal drying model. The effective moisture diffusion coefficients were calculated by Fick's second law. Results: The results showed the drying temperature had a significant effect on drying thermal efficiency and drying rate. The …


Preparation Of Matrix Reference Material For Carbaryl Residues In Chinese Yam Flour, Huo Siyu, Gen Xuhao, Yu Libo, Chen Dongdong, Peng Tao Dec 2023

Preparation Of Matrix Reference Material For Carbaryl Residues In Chinese Yam Flour, Huo Siyu, Gen Xuhao, Yu Libo, Chen Dongdong, Peng Tao

Food and Machinery

Objective: This study aimed to establish a method for the Preparation of matrix reference material for carbaryl residues in Chinese yam flour. Methods: Yam powder containing menafyl was prepared by homogenized, freeze-dried, ground, sifted, mixed and packaged. A liquid chromatography-series mass spectrometer was used for detection, and the isotope internal standard curve method was used for quantification. Through the process of equalization stability evaluation, cooperative setting and uncertainty evaluation, the matrix reference material of the expected yam powder was obtained. Results: The property value and expanded uncertainty of carbaryl was (1.04±0.10) mg/kg (k=2). Conclusion: It could be used …


Determination Of Eight Anions In Liquid Milk, Wu Ziling, Yao Xiaoqing, Shen Yingtao, Huang Jiale, He Minheng Dec 2023

Determination Of Eight Anions In Liquid Milk, Wu Ziling, Yao Xiaoqing, Shen Yingtao, Huang Jiale, He Minheng

Food and Machinery

Objective: A rapid method was established for the simultaneous determination of variety anions in liquid milk. Methods: The macromolecular protein in liquid milk was precipitated by acetonitrile, and a variety of anions were extracted. After purification by C18 column, the material was separated by Dionex IonPac AS19-HC ion column with gradient elution of potassium hydroxide and conductivity detection. Finally, a method for the determination of bromate, thiocyanate, nitrite, nitrate, chlorate, perchlorate, phosphate and iodine ion in liquid milk was established using ion chromatograph. Results: The results showed that the correlation coefficients (R2)of eight kinds of anion …


Determination Of 17 Aldehydes In Baijiu (Chinese Liquor) By Direct Injection Gas Chromatography, Luo Yue, Zhong Ciping, Huang Ping, Chen Yanmei, Tang Jing, Yu Xiaoqin Dec 2023

Determination Of 17 Aldehydes In Baijiu (Chinese Liquor) By Direct Injection Gas Chromatography, Luo Yue, Zhong Ciping, Huang Ping, Chen Yanmei, Tang Jing, Yu Xiaoqin

Food and Machinery

Objective: To explore the content of aldehydes in Baijiu. Methods: A method for the determination of 17 aldehydes in Baijiu was established, and the methodological performance indexes were studied using statistics. Results: Through statistical analysis, the detection limit of 17 aldehydes in Baijiu was determined to be 0.7~5.9 mg/L, the limit of quantification was 1.9~14.6 mg/L, which passes the quality inspection of the calibration curve within the range of 0.6~320.0 mg/L, and the linear relationship meets the requirements. The recovery rate of intermediate standard addition in Baijiu was 73%~114%, the coefficient of variation in the laboratory was ≤11%, and the …


Solid Phase Extraction-Gas Chromatography-Flame Ionization Detection (Spe-Gc-Fid) For The Detection Of Mineral Oil Saturated Hydrocarbons (Mosh) In Infant Formula, Tang Wanli, Feng Yanying, Xiang Jun, Qin Haijiao, Hu Lingli Dec 2023

Solid Phase Extraction-Gas Chromatography-Flame Ionization Detection (Spe-Gc-Fid) For The Detection Of Mineral Oil Saturated Hydrocarbons (Mosh) In Infant Formula, Tang Wanli, Feng Yanying, Xiang Jun, Qin Haijiao, Hu Lingli

Food and Machinery

Objective: To establish a new accurate method for the determination of mineral oil saturated hydrocarbon (MOSH) in infant formula by solid phase extraction combined with gas chromatography-Flame Ionization Detection (SPE-GC-FID). Methods: Different extraction methods such as soaking extraction, oscillating extraction, ultrasonic assisted extraction, liquid-liquid extraction were used to extract MOSH from infant formula milk powder, and different extraction solvents such as n-hexane, isooctane, benzene, mixed solvents were used to extract MOSH. The optimal extraction method and extraction solvent were determined based on the extraction amount of MOSH. The target compounds purified by AgNO3 SPE column, and finally detected by …


Determination Of 5 Kinds Of Biogenic Amines In Cheeses By High Performance Liquid Chromatography-Tandem Mass Spectrometry, Zhang Hui, Cao Hui, Wang Jin, Xiao Gongnian, Jiang Kan Dec 2023

Determination Of 5 Kinds Of Biogenic Amines In Cheeses By High Performance Liquid Chromatography-Tandem Mass Spectrometry, Zhang Hui, Cao Hui, Wang Jin, Xiao Gongnian, Jiang Kan

Food and Machinery

Objective: A new technical idea was provided for the study of biogenic amine formation mechanism and food safety risk assessment. Methods: An analytical method was established for determination of tyramine, phenylethylamine, tryptamine, octopamine and cadaverine in cheeses with high performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS). Biogenic amines were extracted by ultrasonic-assisted solvent extraction from cheeses, and were separated by HILIC column, determined by positive electrospray ionization (ESI) with multiple reaction monitoring (MRM) mode, quantified by the internal standard method. The effect of extraction solvent type, ultrasonic time and matrix effect on the peak area was studied, and the performance of …


Numerical Simulation Of Factors Affecting Flow Characteristics Of Double-Circular-Arc Gear Pump, Huang Cheng, Xu Kai, Wei Zhibo, Li Geqiang Dec 2023

Numerical Simulation Of Factors Affecting Flow Characteristics Of Double-Circular-Arc Gear Pump, Huang Cheng, Xu Kai, Wei Zhibo, Li Geqiang

Food and Machinery

Objective: Analyzed the influencing factors of the internal flow field pulsation characteristics of the new double circular arc gear pump, and adopt reasonable parameters to improve the output efficiency of the gear pump. Methods: The two-dimensional flow field simulation model of the gear pump was established, and the computational fluid dynamics software Fluent was used for simulation analysis to study the influence of different tip clearance, different gear eccentricity, load and speed on the instantaneous flow, flow pulsation and flow field characteristics of the oil outlet of the gear pump. Results: As the tooth tip clearance increased, the outlet flow …


Simulation Analysis Of Influence Of Pitch Variation On Flow Field Of Twin Screw Extruder With Different Direction, Zhang Yiming, Huang Zhigang, Xu Zhen, Cheng Yuanyuan Dec 2023

Simulation Analysis Of Influence Of Pitch Variation On Flow Field Of Twin Screw Extruder With Different Direction, Zhang Yiming, Huang Zhigang, Xu Zhen, Cheng Yuanyuan

Food and Machinery

Objective: Taking polylactic acid (PLA) as an example, the flow channel distribution of twin-screw extrusion under different pitch was studied. Methods: In Solidworks, two 3D models with variable pitch and constant pitch were drawn according to the theoretical end curve equation and modified. Workbench software was used to generate the required analysis models with the swept mesh method for the two screw configurations, and then Polyflow fluid simulation software was used to simulate the actual situation. After obtaining the post-processing results, FieldView software was used to analyze the final results. The pressure, shear rate and viscosity of polylactic acid fluid …


Research On Trajectory Planning Method For Camellia Oleifera Fruit Sorting Robot Based On Multi-Objective Optimization, Fu Mingdi, Li Zhong, Wang Qianru, Zhao Fei Dec 2023

Research On Trajectory Planning Method For Camellia Oleifera Fruit Sorting Robot Based On Multi-Objective Optimization, Fu Mingdi, Li Zhong, Wang Qianru, Zhao Fei

Food and Machinery

Objective: Solved the problems of poor motion stability and accuracy in the food sorting process of parallel robots. Methods: Based on the analysis of the three degree of freedom food sorting robot system, a method proposed which combined polynomial interpolation and improve multi-objective particle swarm optimization algorithm for Delta robot trajectory optimization. As a parallel robot, the optimization of the shortest operation time, lowest energy consumption, and minimal motion impact were taken as multiple objectives. The improved multi-objective particle swarm optimization algorithm was applied to optimize the polynomial interpolation method, and its performance was validated. Results: The planning trajectory of …


Meishan Nuo Culture-Based Design And Application Of A Public Brand For Local Specialty Foods From Xinhua, Hunan, Tong Ling Dec 2023

Meishan Nuo Culture-Based Design And Application Of A Public Brand For Local Specialty Foods From Xinhua, Hunan, Tong Ling

Food and Machinery

In this review, the Meishan culture was investigated, and the Meishan Nuo facial makeup culture was found to be a unique cultural form predominantly native with a diverse coexistence. The distinctive artistic features and cultural connotations of this culture were highlighted. The cultural elements of the primitive, exaggerated, and humorous artistic design techniques were incorporated into the design of the public brand "Meishan Hui" for the local specialty foods in Xinhua. The brand design strategy, from visual to connotative expression, was analyzed by investigating the application of packaging of various local specialty food in Xinhua through case studies, and the …


Prediction Of Moisture Content Of Hummus Peach Based On Multi-Burr Hyperspectral Data, Gao Aidi, Qiao Fengzhang, Zhu Wenxuan, Zhong Xiaopin, Deng Yuanlong Dec 2023

Prediction Of Moisture Content Of Hummus Peach Based On Multi-Burr Hyperspectral Data, Gao Aidi, Qiao Fengzhang, Zhu Wenxuan, Zhong Xiaopin, Deng Yuanlong

Food and Machinery

Objective: To propose a new solution to overcome the two challenges of data with spikes and small sample sizes in nectarine hyperspectral measurement. Methods: Based on hyperspectral imaging technology, image processing methods were used to identify the area of nectarines in the hyperspectral image, and the spectral reflectance data of the area was calculated to form a hyperspectral curve image. For hyperspectral image data with spikes and noise, compared the effects of several data preprocessing methods, including polynomial smoothing algorithm (SG), multivariate scatter correction algorithm (MSC), standard normal variate algorithm (SNV), first-order derivative operator (D1), and second-order derivative operator (D2) …


A Method For Strawberry Ripeness Classification Method Based On Improved Cnn, Zhang Xiaoyu, Huang Guoyan, Yang Yongtao, Bao Feng Dec 2023

A Method For Strawberry Ripeness Classification Method Based On Improved Cnn, Zhang Xiaoyu, Huang Guoyan, Yang Yongtao, Bao Feng

Food and Machinery

Objective: To improve the classification accuracy of strawberries. Methods: A method of strawberry classification based on improved CNN was proposed by improving CNN through mixing pool method. Firstly, through the combination of maximum pooling and average pooling techniques, a hybrid pooling method was obtained. Then, the hybrid pool method was used to improve the generalization ability of CNN model. After that, image data acquisition, image preprocessing and image feature extraction were carried out. Finally, sensitivity, specificity, accuracy, recall rate and F1 score were used to evaluate the effectiveness of the trained strawberry classification method. Results: The sensitivity, specificity, accuracy, …


Apple Classification Based On Multi-Information Fusion And Da-Dbn, Chen Haixia, Jia Zhijuan, Zhao Yunping Dec 2023

Apple Classification Based On Multi-Information Fusion And Da-Dbn, Chen Haixia, Jia Zhijuan, Zhao Yunping

Food and Machinery

Objective: In order to improve the precision of apple grade judgment model, the method of apple grade judgment was established. Methods: A decision model of apple rank based on multi-information fusion and dragonfly algorithm was proposed. Firstly, the HSV color feature, LBP texture feature and HOG shape feature of apple image were extracted by pre-processing such as data enhancement, normalization, Gauss filter and grayscale. Secondly, the performance of DBN model was affected by the selection of parameters, the network parameters of DBN model were optimized by DA algorithm, and a multi-information fusion and DA-DBN model for determining apple rank wws …