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Search results for: food classication
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FOOD CHEMISTRY
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Foods
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Parametrization and Correlation Analysis Applied to Music Mood Classification .
PublicationThe paper presents a study on music mood categorization. First, a review of music mood models is presented. Then, the preparation of a set of music excerpts to be used in the experiments and music parametrization is described. Next, some listening tasks performed to obtain mood descriptors are introduced. Finally,the correlation between mood descriptors and features extracted from parameters is discussed. The paper concludes with...
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Natural sweeteners: Sources, extraction and current uses in foods and food industries
PublicationFood producers have leaned towards alternative natural and synthetic sweeteners in food formulations to satisfy market demands. Even so, several synthetic sweeteners (e.g., aspartame, saccharin, sucralose) are becoming less popular due to health-related concerns, lower nutritional values, and controversies around their safety. Conversely, natural sweeteners confer favourable customer perceptions due to their association to a healthier...
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Journal of Classification
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By-Products from Food Industry as a Promising Alternative for the Conventional Fillers for Wood–Polymer Composites
PublicationThe present paper describes the application of two types of food-industry by-products, brewers’ spent grain (BSG), and coffee silverskin (ŁK) as promising alternatives for the conventional beech wood flour (WF) for wood–polymer composites. The main goal was to investigate the impact of partial and complete WF substitution by BSG and ŁK on the processing, structure, physicochemical, mechanical, and thermal properties of resulting...
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Food Classification from Images Using a Neural Network Based Approach with NVIDIA Volta and Pascal GPUs
PublicationIn the paper we investigate the problem of food classification from images, for the Food-101 dataset extended with 31 additional food classes from Polish cuisine. We adopted transfer learning and firstly measured training times for models such as MobileNet, MobileNetV2, ResNet50, ResNet50V2, ResNet101, ResNet101V2, InceptionV3, InceptionResNetV2, Xception, NasNetMobile and DenseNet, for systems with NVIDIA Tesla V100 (Volta) and...
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FOOD CONTROL
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EUROPEAN FOOD RESEARCH AND TECHNOLOGY
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Food components and their role in food quality
PublicationBiałka, lipidy, sacharydy, składniki mineralne, woda i inne składniki wpły-wają na właściwości sensoryczne, trwałość, wartość odżywczą i zdrowotnośćżywności. W czasie przechowywania żywności i wskutek obróbki składniki ule-gają korzystnym i niepożądanym zmianom pod wpływem działania enzymów i czyn-ników środowiska.
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FOOD HYDROCOLLOIDS
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Food Analytical Methods
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Food Industry
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Trust in Food
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Trust in Food
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Trust in Food
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Cataloging & Classification Quarterly
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Vegetation Classification and Survey
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Flood Classification in a Natural Wetland for Early Spring Conditions Using Various Polarimetric SAR Methods
PublicationAbstract--- One of the major limitations of remote sensing flood detection is the presence of vegetation. Our study focuses on a flood classification using Radarsat-2 Quad-Pol data in a natural floodplain during leafless, dry vegetation (early spring) state. We conducted a supervised classification of a data set composed of nine polarimetric decompositions and Shannon entropy followed by the predictors' importance estimation to...
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Introduction: sources and characterization of food waste and food industry wastes
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Technological improvements in food production in the context of food quality and health safety.
PublicationW rozdziale wykazano sprzeczność pomiędzy szczytnymi celami Prawa Żywnościowego UE mającymi na celu absolutna ochronę zdrowia konsumenta a praktyką i wpływem wielkich organizacji przemysłowych skutkiem działań których, liczba dodatków do żywności z ok. 260 dozwolonych w RP przed wstąpieniem do UE wzrosła do ponad 330 wg aktów prawnych UE. Stosowanie dodatków do żywności ma przede wszystkim na celu przedłużenie okresu "shelf life"...
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Food Waste Properties
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Lipids and food quolity
PublicationLipidy znacząco wpływają na jakość większości produktów żywnościowych. Oddziałują na strukturę rożnych surowców i posiadają ogromny wpływ na wartość odżywczą , bezpieczeństwo i właściwości sensoryczne żywności.
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Innovation in Food and Agriculture
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Innovation in Food and Agriculture
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Environmental contamination of food
PublicationOpisano źródła zanieczyszczeń środowiska oraz obecność w środowisku szeregu związków organicznych i nieorganicznych podejrzewanych o właściwości rakotwórcze. W rozdziale skupiono się na: pestycydach, PCB, WWA, PCDD/F, fenolach, azbeście oraz metalach ciężkich (AS, Be, Cd, Cr, Ni, Pb). Zestawiono typowe stężenia tych zanieczyszczeń w wodzie, deszczu i żywności, omówiono biokumulacje i biowzbogacanie w łańcuchu pokarmowym, a także...
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Genotoxic food components
PublicationW rozdziale omówiono szczegółowo występowanie, mechanizm powstawania, działanie oraz ryzyko chorób nowotworowych związane ze związkami rakotwórczymi występującymi w żywności.
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The Role of Proteins in Food
PublicationThis chapter describes the effect of proteins on the sensory attributes and the biological value and safety of foods. The role of proteins depends on their amino acid composition and structure, on changes due to storage and processing, as well as on interactions with other food components. The effect on the sensory quality of foods is brought about by hydrophobicity, solubility, water holding capacity, gelling, film formation,...
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Lipids and Food Quality
PublicationThis chapter deals with lipids present in food as well as their chemical, biological, and functional properties. The chapter begins with a presentation of the main groups of lipids including their chemical structure and physical properties. The physical properties of lipids affecting food processing are covered. Then, the role of lipids in human nutrition is presented. This is followed by a description of the undesirable changes...
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Prebiotics and probiotics in food
PublicationNowadays, food is not only used to satisfy hunger and is a source of nutrients, but is also considered a factor that directly affects human health. Consumers are looking for high-quality products that contain bioactive ingredients that affect the proper functioning of the body and good mood. Functional foods, which must exhibit health benefits when consumed as part of a balanced diet, are becoming increasingly popular among health-conscious...
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Nanofiltration in the food industry
PublicationNanofiltration (NF), as a pressure-driven membrane process, has been widely demonstrated to have great potential for food processing applications. There are several advantages of this membrane process over traditional methods that makes NF suitable for food processing, such as the low thermal damage to the product, higher aroma retention, lower energy consumption, and low maintenance costs. In this chapter, according to the recent...
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Pervaporation in food processing
PublicationThis chapter is about pervaporation in food processing
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Water and food quality
PublicationRozdział zawiera opis podstawowych właściwości fizykochemicznych wody, rolęwody jako składnika żywności, wymagania odnośnie wody stosowanej w przemyśleżywnościowym, charakterystykę wody odpadowej, ścieków i ich neutralizację.
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Food & Function
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FOOD RESEARCH INTERNATIONAL
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Food Waste Valorization by Microalgae
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Aerobic biodegradation of food wastes
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New Economy, Food, and Agriculture
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New Economy, Food, and Agriculture
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Nanotechnology for Enhancement of Food Value
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Plant Biotechnology in Food Security
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Process Control in Food Fermentation
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Mutagenic and Carcinogenic Compounds in Food
PublicationFood is a major environmental human cancer risk factor. One of the reasons for this is that food products contain substances that exhibit mutagenic and carcinogenic potential which may induce the transformation of normal somatic cells into cancerous cells. These compounds occur in food as a result of microbial contaminations (mycotoxins produced by molds), are generated from natural food components upon processing (e.g. heterocyclic...
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The role of lipids in food quality
PublicationZawartość lipidów zależy od gatunku i stanu dojrzałości surowców żywnościo-wych. Zależnie od zawartości i składu lipidy wpływają korzystnie na wartośćbiologiczną żywności lub wywierają efekt niepożądany. Lipidy i produkty ichprzemian oraz reakcji z innymi składnikami uczestniczą w tworzeniu barwy,tekstury, zapachu i smaku żywności.
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Rheological properties of food systems
PublicationPrzedstawiono ocenę systemów żywności pod względem ich właściwości reologi-cznych. Dla określonego schematu podziału opisano podstawowe sposoby pomiaruwłaściwości w tych strukturach. Na podstawie przyjętego modelu reologicznegooraz rozpoznanych sił i zależności działających w odpowiednim zestawie skła-dników struktury żywności, określono wpływ zmian reologicznych na cechy sen-soryczne w niektórych systemach żywności.
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Advances in Data Analysis and Classification
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Membrane distillation assisting food production processes of thermally sensitive food liquid items: a review
PublicationPhysical separation technologies have become important tool for processing in the current food manufacturing industries, especially for the products containing bioactive compounds thanks to their health benefits in costumers. As for the processing of bioactive food ingredients implies the implementation of integrated systems oriented to their separation, fractionation, and recovery. In this field, membrane distillation (MD), which...
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ISSUES OF CLASSIFICATION FUNCTION CONTINUITY IN ENDOSCOPIC VIDEO CLASSIFICATION
PublicationIn the article a new way of analyzing the properties of feature vector functions (FVF) and classiers of images in a video stream is proposed. The general idea is based on focusing of the perceived continuity of the FVF and classier functions. Issues related to creating an exact mathematical model are discussed and a simplied solution is proposed. An exemplary algorithm is evaluated on three exemplary video sequences. The acquired...
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Antimicrobial Resistance and Virulence Characterization of Listeria monocytogenes Strains Isolated from Food and Food Processing Environments
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Sequential classification.
PublicationOpisano uogólniony algorytm konstrukcji klasyfikatora sekwencyjnego. Uogólnienie polega na tym, że zbiór klas dzielimy na dwie grupy zamiast oddzielania po jednej klasie w każdym kroku uczenia klasyfikatora. Eksperymenty potwierdzały lepsze własności klasyfikatora.