AN APPLICATION OF FOURIER DESCRIPTOR FOR SELECTING SOMATIC EMBRYOS

Abstract

A computer vision algorithm based on Fourier descriptor was developed for selecting normal carrot somatic embryos. Comparison of the computer judgement with human judgement showed that the Fourier descriptor applied in this study cannot distinguish fine differences in embryo shape. If these fine differences are not significant, judgement of the developed algorithm coincides with the human judgement with the possibility of 74 %.

319_1 INFLUENCE OF NUTRITIONAL AND ENVIRONMENTAL FACTORS ON PRODUCTIVITY AND PHOTOAUTOTROPHY OF TRANSPLANTS IN VITRO
319_2 IMPROVEMENT OF PHOTOAUTOTROPHIC SOLANUM TUBEROSUM PLANTLET CULTURE BY LIGHT AND CO2 : DIFFERENTIAL DEVELOPMENT OF PHOTOSYNTHETIC CHARACTERISTICS AND VARIETAL CONSTRAINTS.
319_3 EFFECTS OF RELATIVE HUMIDITY IN THE CULTURE VESSEL ON THE TRANSPIRATION AND NET PHOTOSYNTHETIC RATES OF POTATO PLANTLETS IN VITRO
319_4 EFFECTS OF PACLOBUTRAZOL AND REDUCED HUMIDITY ON STOMATAL CONDUCTANCE OF MICROPROPAGATED GRAPEVINES
319_5 DEVELOPMENT OF ENCAPSULATION TECHNOLOGY FOR SYNTHETIC SEEDS
319_6 RHIZOGENESIS PRETREATMENTS AND EFFECTS ON MICROCUTTINGS DURING TRANSITION
319_7 MICROPROPAGATION OF VIRUS FREE BULBLETS OF LILIUM LONGIFLORUM BY TANK CULTURE - 1. DEVELOPMENT OF LIQUID CULTURE METHOD AND LARGE SCALE PROPAGATION
319_8 MICROPROPAGATION OF VIRUS FREE BULBLETS OF LILIUM LONGIFLORUM BY TANK CULTURE 2. CULTIVATION CHARACTERISTIC OF PROPAGATED BULBLET
319_9 LIQUID MEDIA TO IMPROVE AND REDUCE THE COST OF IN VITRO CONIFER PROPAGATION
319_10 AUTOMATIC CONTROL OF PHYSICAL PARAMETERS IN "IN VITRO" LIQUID CULTURE
319_11 BIOREACTOR DEVELOPMENT FOR CONTINUAL-FLOW, LIQUID PLANT TISSUE CULTURE
319_12 CULTURAL SYSTEM PRODUCING ENCAPSULATABLE UNITS OF SYNTHETIC SEEDS IN CELERY
319_13 MORPHOGENIC CONTROL OF PLANTS MICROPROPAGATED IN BIOREACTOR CULTURES AND ITS POSSIBLE IMPACT ON ACCLIMATIZATION
319_14 EFFECT OF NUTRIENT MEDIA COMPOSITION ON SUGAR-FREE GROWTH AND CHLOROPHYLL FLUORESCENCE OF PINUS RADIATA SHOOTS IN VITRO
319_15 THE PULSED ELECTRO-MAGNETIC FIELD STIMULATION EFFECT ON DEVELOPMENT OF PRUNUS CERASIFERA IN VITRO-DERIVED PLANTLETS
319_16 ROLE OF PLANT HORMONES IN LATERAL BUD GROWTH OF ROSE AND APPLE IN VITRO
319_17 VARIOUS METHODS FOR SEEDLINGS PRODUCTION OF SMILAX OLDHAMI MIQ. BY TISSUE CULTURE
319_18 IN VITRO MASS-PROPAGATION OF CHINESE ARTICHOKE (STACHYS SIEBOLDII MIQ.)
319_19 THE EFFECTS OF GROWTH RETARDANTS, HUMIDITY AND LIGHTING AT STAGE III ON STAGE IV OF MICROPROPAGATION IN CHRYSANTHEMUM AND ROSE
319_20 A FOG CHAMBER FOR ACCLIMATIZING IN VITRO PROPAGATED PLANTS TO OUTDOOR CLIMATE
319_21 EFFECT OF SIDEWARD LIGHTING ON THE GROWTH OF POTATO PLANTLETS IN VITRO
319_22 THREE YEARS FIELD PERFORMANCE OF IN VITRO PROPAGATED JAPANESE WHITE BIRCH(BETULA PLATYPHYLLA VAR. JAPONICA)
319_23 ARE STRAWBERRY PLANTLETS ARISING FROM ADVENTITOUS STIPULE BUDS ALSO TRUE TO TYPE?
319_24 ANTIMICROBIAL ACTIVITY OF ALLIUM SATIVUM, ALLIUM CEPA, ALLIUM PORRUM, (LILIACEAE) AGAINST ENTERIC PATHOGENS (ENTEROBACTERIACEA)
319_25 GROWTH CHARACTERISTICS OF CALLUS FROM LAMINA AND BUD REGENERATION ABILITY IN LETTUCE (LACTUCA SATIVA L.)
319_26 EFFECT OF SOME NUTRITIONAL FACTORS ON MONOTERPENE SYNTHESIS IN ROSEMARINUS OFFICINALIS CULTURED IN VITRO
319_27 INDUCTION OF CARROT SOMATIC EMBRYOGENESIS BY HIGH SUCROSE CONCENTRATION WITHOUT CHANGING CULTURE MEDIUM
319_28 MICROPROPAGATION OF PANAX GINSENG C. A. MEYER BY SOMATIC EMBRYOS
319_29 IN VITRO GROWTH OF ANANAS COMOSUS L. MERR (PINEAPPLE) SHOOT APICES ON DIFFERENT MEDIA
319_30 PLANT REGENERATION FROM TISSUE CULTURED-ROOT IN ALLIUM VICTORIALIS L. SSP. PLATYPHYLLUM HULT.
319_31 STUDIES ON LEAF MESOPHYLL PROTOPLAST OF CITRUS
319_32 EFFECTS OF AIR CURRENTS ON GAS EXCHANGE OF CULTURE VESSELS
319_33 EFFECT OF DIFFERENT FILMS USED FOR FILM CULTURE VESSELS ON PLANTLET DEVELOPMENT OF PHALAENOPSIS AND CYMBIDIUM
319_34 ACCLIMATIZATION - EFFECTS OF REDUCED HUMIDITY IN VITRO
319_35 A SIDEWARD LIGHTING SYSTEM USING DIFFUSIVE OPTICAL FIBERS FOR PRODUCTION OF VIGOROUS MICROPROPAGATED PLANTLETS
319_36 PHOTOAUTOTROPHIC MULTIPLICATION OF CYMBIDIUM PROTOCORM-LIKE BODIES
319_37 MICROPROPAGATION SYSTEM OF FREESIA
319_38 EFFECTS OF 5,6-Cl2-IAA ON PROTOPLAST CULTURE AND CALLUS GROWTH IN RICE AND TOBACCO
319_39 TESTING OF NATURAL ANTIMUTAGENS THROUGH IN VITRO PLANT CULTURE
319_40 RELATION BETWEEN THE SHAPE OF CARROT SOMATIC EMBRYOS AND THEIR QUALITY PLANT REGENERATION
319_41 SELECTION IN STRAWBERRY WITH RESISTANCE TO PHYTOPHTHORA ROOT ROT FOR HYDROPONICS
319_42 MEASUREMENT OF CO2 CONCENTRATION IN TISSUE CULTURE VESSELS FOR SUGAR-FREE MICROPROPAGATION AND CLIMATE CHANGE STUDIES
319_43 SCHEME FOR RAPID CLONAL PROPAGATION OF CICHORIUM INTYBUS L. THROUGH NODULE CULTURE
319_44 PH CHANGES IN CULTURE MEDIUM WITH PROGRESS OF GROWING STAGES, CALLUS, MULTIPLE SHOOT AND INTACT PLANT OF STRAWBERRY
319_45 PROMOTION OF THE GROWTH OF CARROT PLANTLETS IN VITRO BY CONTROLLING ENVIRONMENTAL CONDITIONS IN CULTURE VESSELS
319_46 PRODUCTION OF TRANSPLANTS OF CARROT (DAUCUS CAROTA L.) THROUGH ADVENTITIOUS SHOOTS BY USING RED LIGHT
319_47 INFLUENCE OF DIFFERENT TEMPERATURE TREATMENTS ON VIABILITY OF IN VITRO CULTIVATED ALLIUM SHOOTS AND BULBLETS
319_48 OPTIMAL ENVIRONMENTAL CONDITION FOR CARNATION CULTIVATED IN NURSERY PLANTS SYSTEM
319_49 A DRY ARTIFICIAL SEED SYSTEM FOR BRASSICA CROPS
319_50 CONTROL OF PLANT MORPHOGENESIS WITHOUT GROWTH RETARDANTS.
319_51 FUNDAMENTAL STUDIES ON THE DEVELOPMENT OF NEW FLUORESCENT LAMPS FOR PLANT GROWTH
319_52 PROTECTED CROPPING OF ZANTEDESCHIA TUBERS AND CUTFLOWERS IN NEW ZEALAND
319_53 CORRELATION BETWEEN ENVIRONMENTAL FACTORS AND NUMBER OF DAYS FROM NURSERY STAGE TO DORMANCY IN STRAWBERRY
319_54 CHEMICAL ROOT-PRUNING PROVES VERSATILE
319_55 PRODUCTION OF RADIATA PINE CUTTINGS FOR PLANTATION FORESTRY IN NEW ZEALAND
319_56 GROWTH OF CONTAINERIZED LETTUCE TRANSPLANTS SUPPLEMENTED WITH VARYING CONCENTRATIONS OF NITROGEN AND PHOSPHORUS
319_57 EFFECT OF COPPER TRAY TREATMENT ON EUCALYPTUS GRANDIS (HILL EX MAIDEN) SEEDLING GROWTH
319_58 SHORT- AND LONG-TERM RESPONSES OF YELLOW CYPRESS CUTTINGS TO DIFFERENT ENVIRONMENTAL REGIMES IN THE NURSERY
319_59 SOCIOECONOMIC IMPACT OF TRANSPLANT OF RICE IN SRI LANKA
319_60 WATER-STRESS-RESISTANT CITRUS SEEDLINGS SUITABLE FOR FRUIT PRODUCTION UNDER GREENHOUSE AND PLANT FACTORY CONDITIONS
319_61 PINE BARK AS A SEEDLING GROWING MEDIUM
319_62 EFFECT OF FLAT CELL SIZE ON MICROCLIMATE INSIDE THE CANOPY AND PLANT GROWTH IN PLUG NURSERY PLANTS OF CHRYSANTHEMUM AND CARNATION
319_63 RICE-CHAFF AND SOIL COMPOSITE AS A CULTURE MEDIUM FOR VEGETABLE SEEDLINGS
319_64 CUCUMBER GRAFTING FOR AVOIDING SOME SOILBORNE DISEASES IN PLASTIC HOUSES
319_65 POPULATION TRANSFER ALONG TRANSPLANTED SEEDLINGS AND LACK OF PLANT GROWTH PROMOTION BY 3 TRICHODERMA HARZIANUM STRAINS
319_66 INTER-GENERIC, INTER-SPECIFIC AND INTER-VARIETAL GRAFTING IN CRUCIFERAE
319_67 STUDIES ON DEVELOPMENTAL PROCESSES IN OVULES OF SOJA GLYCINE MAX L. PLANTS AND EFFECTS OF CERTAIN TOXINS AND ENVIRONMENTAL POLUTANTS
319_68 GROWING MIXES AND OPTIMUM AGE FOR MECHANIZED TRANSPLANTING OF CHINESE CABBAGE
319_69 EFFECTS OF MEDIUM COMPOSITION AND PRE-TREATMENT ON ROOTING OF PLUG NURSERY PLANT
319_70 THE RELATIONSHIP BETWEEN ETHYLENE AND AUXIN ON ADVENTITIOUS ROOT INITIATION IN CUTTINGS OF CUCUMBER
319_71 THE CULTURE OF CHINESE DESERT PLANTS IN A GREENHOUSE.
319_72 RELATIVE GROWTH RATE AS AN INDEX FOR EVALUATING ENVIRONMENTAL EFFECTS ON VEGETABLE SEEDLING GROWTH
319_73 PRODUCTION OF PLUG TRANSPLANTS AT KUBE PAK CORP.
319_74 GROWTH REGULATION OF PLANT SEEDLINGS BY ION CONCENTRATION MANAGEMENT IN HYDROPONIC CULTURE
319_75 DYNAMIC MANAGEMENT OF ROOT EXPOSURE TO AIR ABOVE THE NUTRIENT FLUID SURFACE FOR PRODUCTION OF TOMATO (LYCOPERSICON ESCULENTUM MILL.) TRANSPLANTS
319_76 OPTIMAL MINERAL NUTRITION OF TOMATO TRANSPLANTS IN THE GREENHOUSE FOR MAXIMUM PERFORMANCE IN THE FIELD
319_77 A HYDROPONIC SYSTEM FOR RAISING SPINACH SEEDLINGS
319_78 OPTIMAL CONTROL OF WATER CONTENT, NUTRIENT CONCENTRATION AND BACTERIA IN TOMATO HYDROPONICS
319_79 AMMONIUM AND NITRATE NUTRITION OF 11 BEDDING PLANT SPECIES
319_80 AUTOMATIC FEEDING TRANSPLANTER
319_81 DEVELOPMENT OF TRAY STACKER AND DESTACKER FOR VEGETABLE SEEDLING PRODUCTION
319_82 AIR-PRUNED TRANSPLANT PRODUCTION SYSTEM FOR FULLY AUTOMATED TRANSPLANTING
319_83 OPTIMIZATION OF CONTAINERIZED TRANSPLANT PRODUCTION: THE HYBRID-FLOAT SYSTEM
319_84 THE STUDY OF THE GRAFTING ROBOT
319_85 DEVELOPMENT OF AUTOMATIC TRANSPLANTER USING CHAIN POT FOR VEGETABLE CROPS
319_86 DEVELOPMENT OF AN AUTOMATIC PROPAGATION SYSTEM OF SEEDLING
319_87 DIRECT INSERTING SEEDER FOR CULTURE MEDIA
319_88 DEVELOPMENT OF AUTOMATED SEEDLING PRODUCTION AND TRANSPLANTING SYSTEM USING ROBOTICS
319_89 AUTOMATION OF SELECTING EMBRYOGENIC CALLUS BY SIEVING
319_90 REQUEST TO CULTIVATION METHOD FROM TOMATO HARVESTING ROBOT
319_91 AUTOMATION OF THE HANDLING AND MANIPULATION OF VESSELS DURING MICROPROPAGATION
319_92 ROBOTIZATION IN THE PRODUCTION OF GRAFTED SEEDLINGS
319_93 DEVELOPMENT OF A COMPUTER-CONTROLLED APPARATUS FOR MICROPROPAGATION STUDIES
319_94 AN APPLICATION OF FOURIER DESCRIPTOR FOR SELECTING SOMATIC EMBRYOS
319_95 AUTOMATIC IDENTIFICATION AND SEPARATION OF SOMATIC EMBRYOS IN VITRO
319_96 AUTOMATED CLASSIFICATION OF SOMATIC PLANT EMBRYOS
319_97 TRANSPLANT UNIFORMITY INSPECTION USING MACHINE VISION1
319_98 DEVELOPMENT OF AN AUTOMATIC PLANT GROWTH MONITORING SYSTEM BASED ON A PERSONAL COMPUTER
319_99 NEURO GMDH FOR BIOLOGICAL SYSTEM IDENTIFICATION
319_100 MATHEMATICAL METHODS TO MAXIMIZE THE OVERALL MULTIPLICATION RATIO OF MICROPROPAGATION IN A DETERMINED PERIOD
319_101 EVALUATION OF GRAFT-TAKE USING A THERMAL CAMERA
319_102 DEVELOPMENT OF AN EXPERT SYSTEM USING IMAGE DATABASE FOR DIAGNOSING PLANT PROTECTION
319_103 NON-CONTACT GROWTH ANALYSIS USING COMPUTER VISION SYSTEM
319_104 CROP-ROW DETECTING SYSTEM BY NEURAL NETWORK
319_105 IMAGE DIAGNOSIS OF PHOTOSYNTHESIS IN CULTURED TISSUES
319_106 HIERARCHICAL MODELING OF A BRANCHING GROWTH ROOT SYSTEM BASED ON L-SYSTEM
319_107 WEED SEED PRODUCTION FOR OPTIMIZING WEED CONTROL SCHEDULE
319_108 GROWTH SIMULATION OF ALFALFA CUTTINGS IN VITRO BY KALMAN FILTER NEURAL NETWORK
319_109 DETERMINATION OF A PARTIALLY OCCLUDED SEEDLING LEAF AREA IN THE DIGITAL IMAGE SENSING
319_110 DETERMINING SEEDLING CHARACTERISTICS USING COMPUTER VISION AND ITS APPLICATION TO AN EXPERT SYSTEM FOR GRADING SEEDLINGS
319_111 GROWTH PREDICTION OF LETTUCE PLANTS BY IMAGE PROCESSING

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