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Iris Image Quality Assessment
Vaško, Marek ; Herout, Adam (referee) ; Hradiš, Michal (advisor)
Iris image recognition is one of the most accurate ways of biometric identification. Various verification errors can be caused if the biometric system receives poor input. By assessing the image quality it is possible to eliminate inputs causing such errors. There is a relatively insignificant development in the field of iris quality assessment and many methods that could potentially be used have not been tested in this area yet. This work focuses on different quality assessment methods used in face recognition. These quality assessment methods are then applied to the area of iris identification. The solution uses verification systems based on various iResNet and MobileNetV3 architectures. Selected quality assessment methods are applied to individual systems. Different quality assessment methods train either the system directly or use its outputs to obtain information about quality. The resulting system achieves a reduction of false non-match rate by up to 56% with the absolute value of 0.5% for iResNet50 and up to 22 \% with the absolute value of 6.4% for MobileNetV3 when using the best quality assessment method. The results are given for the data set University of Notre Dame Iris CrossSensor 2013 with an input reject rate of 10% and a false match rate of 0.1%.
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Determination of Natural Compounds in Select Plant Materials and Less Obvious Kinds of Fruit
Hohnová, Barbora ; Márová, Ivana (referee) ; Ventura, Karel (referee) ; Omelková, Jiřina (advisor)
Flavonoids are natural compounds widely distributed in plant kingdom. They are inseparable from human diet because they showed a protective effect against cancer, stroke and coronary heart diseases related to their antioxidant properties. Therefore, rapid and efficient extraction procedure prior to chromatographic analysis is required. The liquid extraction at elevated temperature and pressure – Pressurized fluid extraction (PFE) and Pressurized hot water extraction (PHWE), present fast, effective and environmentally friendly extraction methods for the determination of flavonoids in plant materials. PFE and PHWE followed by reversed phase high-performance liquid chromatography with UV-visible detection have been utilized for the determination of a group of flavonoids (rutin, myricetin, quercetin, luteolin, apigenin and kaempferol) in the leaves and berries of less common plants. The matrices were extracted by methanol, ethanol and water at higher temperature 40-120 oC and pressure 15 MPa during 15 minutes. The obtained results were compared with conventional Soxhlet extraction and ultrasound-assisted extraction, the same solvents were used. The most effective extraction of selected flavonoids was achieved by PHWE. PFE showed the extraction yields comparable to those of the Soxhlet extraction, and the lowest extraction power was displayed by ultrasound-assisted extraction.
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Multi-experimental Characterization of Grape Skins' Extracts
Šťavíková, Lenka ; Brezová, Vlasta (referee) ; Šilhar,, Stanislav (referee) ; Omelková, Jiřina (advisor)
The determination of anthocyanins in red grapes and wines has been of increasing interest in the last years, as they play an important role in colour quality of red wines revealing also many human health beneficial effects. They contribute e.g. to the reduction of coronary heart disease, but exhibit also antimutagenic, anti-inflammatory, anti-carcinogenic and antioxidant properties. In this doctoral thesis, the complex study of grape skin alcoholic and water extracts, prepared from Alibernet and St. Laurent wine grape varieties is presented. Extracts were prepared from three different amounts (0,5; 1,0 and 1,5 g) of lyophilized grape skin powder using the Pressurized fluid extraction (PFE) and the Pressurized Hot Water Extraction (PHWE) at different temperatures ranging from 40 up to 120°C and pressure of 15 MPa. Methanol, ethanol and water were used as a solvents. Total phenolic compound content (TPC) of individual extracts was determined using the Folin-Ciocalteau assay and their tristimulus color values (CIE Lab) were estimated, using the UV-VIS spectrophotometer. The identification and quantification of anthocyanins by high-performance liquid chromatography with diode array detection (HPLC-DAD) was performed. In addition, pH values of all extracts were also measured using the combinated glass electrode. Antioxidant activity of extracts was tested by EPR spectroscopy in Fenton system (H2O2/Fe2+) generating reactive radicals (•OH, O2-•, •CH3) followed by spin trapping technique, using 5,5-dimethylpyrroline-N-oxide (DMPO) as spin trap. In addition, radical scavenging activity of extracts was assessed applying 2,2-diphenyl-1-picrylhydrazyl (•DPPH) free radical and 2,2'-azino-bis-(3-ethylbenzthiazoline-6-sulfonic acid) cation radical (ABTS•+) assays. All the experimental data were processed with principal component analysis (PCA) and canonical discriminant analysis (CDA) to specify the optimum extraction conditions for extract preparation from the perspective of the potential further application of the extracts as food supplements or food colour enhancers. The results indicated that grape skins of both varieties are a promising source of anthocyanins with prospective application in food industry.
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Iris Image Quality Assessment
Vaško, Marek ; Herout, Adam (referee) ; Hradiš, Michal (advisor)
Iris image recognition is one of the most accurate ways of biometric identification. Various verification errors can be caused if the biometric system receives poor input. By assessing the image quality it is possible to eliminate inputs causing such errors. There is a relatively insignificant development in the field of iris quality assessment and many methods that could potentially be used have not been tested in this area yet. This work focuses on different quality assessment methods used in face recognition. These quality assessment methods are then applied to the area of iris identification. The solution uses verification systems based on various iResNet and MobileNetV3 architectures. Selected quality assessment methods are applied to individual systems. Different quality assessment methods train either the system directly or use its outputs to obtain information about quality. The resulting system achieves a reduction of false non-match rate by up to 56% with the absolute value of 0.5% for iResNet50 and up to 22 \% with the absolute value of 6.4% for MobileNetV3 when using the best quality assessment method. The results are given for the data set University of Notre Dame Iris CrossSensor 2013 with an input reject rate of 10% and a false match rate of 0.1%.
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Multi-experimental Characterization of Grape Skins' Extracts
Šťavíková, Lenka ; Brezová, Vlasta (referee) ; Šilhar,, Stanislav (referee) ; Omelková, Jiřina (advisor)
The determination of anthocyanins in red grapes and wines has been of increasing interest in the last years, as they play an important role in colour quality of red wines revealing also many human health beneficial effects. They contribute e.g. to the reduction of coronary heart disease, but exhibit also antimutagenic, anti-inflammatory, anti-carcinogenic and antioxidant properties. In this doctoral thesis, the complex study of grape skin alcoholic and water extracts, prepared from Alibernet and St. Laurent wine grape varieties is presented. Extracts were prepared from three different amounts (0,5; 1,0 and 1,5 g) of lyophilized grape skin powder using the Pressurized fluid extraction (PFE) and the Pressurized Hot Water Extraction (PHWE) at different temperatures ranging from 40 up to 120°C and pressure of 15 MPa. Methanol, ethanol and water were used as a solvents. Total phenolic compound content (TPC) of individual extracts was determined using the Folin-Ciocalteau assay and their tristimulus color values (CIE Lab) were estimated, using the UV-VIS spectrophotometer. The identification and quantification of anthocyanins by high-performance liquid chromatography with diode array detection (HPLC-DAD) was performed. In addition, pH values of all extracts were also measured using the combinated glass electrode. Antioxidant activity of extracts was tested by EPR spectroscopy in Fenton system (H2O2/Fe2+) generating reactive radicals (•OH, O2-•, •CH3) followed by spin trapping technique, using 5,5-dimethylpyrroline-N-oxide (DMPO) as spin trap. In addition, radical scavenging activity of extracts was assessed applying 2,2-diphenyl-1-picrylhydrazyl (•DPPH) free radical and 2,2'-azino-bis-(3-ethylbenzthiazoline-6-sulfonic acid) cation radical (ABTS•+) assays. All the experimental data were processed with principal component analysis (PCA) and canonical discriminant analysis (CDA) to specify the optimum extraction conditions for extract preparation from the perspective of the potential further application of the extracts as food supplements or food colour enhancers. The results indicated that grape skins of both varieties are a promising source of anthocyanins with prospective application in food industry.
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Determination of Natural Compounds in Select Plant Materials and Less Obvious Kinds of Fruit
Hohnová, Barbora ; Márová, Ivana (referee) ; Ventura, Karel (referee) ; Omelková, Jiřina (advisor)
Flavonoids are natural compounds widely distributed in plant kingdom. They are inseparable from human diet because they showed a protective effect against cancer, stroke and coronary heart diseases related to their antioxidant properties. Therefore, rapid and efficient extraction procedure prior to chromatographic analysis is required. The liquid extraction at elevated temperature and pressure – Pressurized fluid extraction (PFE) and Pressurized hot water extraction (PHWE), present fast, effective and environmentally friendly extraction methods for the determination of flavonoids in plant materials. PFE and PHWE followed by reversed phase high-performance liquid chromatography with UV-visible detection have been utilized for the determination of a group of flavonoids (rutin, myricetin, quercetin, luteolin, apigenin and kaempferol) in the leaves and berries of less common plants. The matrices were extracted by methanol, ethanol and water at higher temperature 40-120 oC and pressure 15 MPa during 15 minutes. The obtained results were compared with conventional Soxhlet extraction and ultrasound-assisted extraction, the same solvents were used. The most effective extraction of selected flavonoids was achieved by PHWE. PFE showed the extraction yields comparable to those of the Soxhlet extraction, and the lowest extraction power was displayed by ultrasound-assisted extraction.
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