Development of an Automatic Pollen Classification System

DOI

This research applied image processing and machine learning techniques to develop an automatic process for the identification of 5 pollen species using images from a digital microscope.

Date Submitted: 2015-09-11

Identifier
DOI https://doi.org/10.17026/dans-zpr-rjm6
Metadata Access https://lifesciences.datastations.nl/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.17026/dans-zpr-rjm6
Provenance
Creator C. Chudyk
Publisher DANS Data Station Life Sciences
Contributor CC Chudyk; C. Chudyk (i3mainz, University of Applied Sciences Mainz); i3mainz
Publication Year 2015
Rights CC0 1.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/publicdomain/zero/1.0
OpenAccess true
Contact CC Chudyk (University of Applied Sciences Mainz)
Representation
Resource Type Dataset
Format image/tiff; application/pdf; text/plain; application/zip
Size 41126; 35122; 43868; 33576; 65144; 43186; 36600; 41682; 29570; 66294; 44352; 32478; 43766; 40008; 64088; 42874; 40976; 41996; 36952; 62014; 42432; 34170; 41930; 36826; 57188; 46342; 39394; 38558; 35956; 67852; 40934; 39826; 45664; 42224; 71168; 43394; 42818; 38808; 38552; 64454; 35566; 37900; 47272; 34990; 59130; 44308; 36098; 37990; 39252; 65496; 39470; 29552; 44886; 32196; 57316; 42170; 39592; 45088; 35620; 73058; 44262; 33612; 40996; 40722; 60146; 43214; 37288; 46826; 33680; 64376; 43792; 38546; 40246; 39178; 65986; 34164; 41182; 41850; 38350; 52488; 41186; 39192; 40478; 36440; 54560; 39588; 33016; 40992; 34574; 61218; 41856; 36894; 44192; 36280; 79116; 39586; 37558; 42794; 34092; 70064; 42702; 33934; 42688; 36210; 57138; 38032; 44040; 46682; 34520; 48716; 39838; 38918; 44034; 34956; 68578; 39704; 38360; 45352; 34138; 57014; 43204; 35182; 47384; 35992; 104172; 36976; 40112; 48428; 33262; 56862; 42092; 33420; 45968; 34040; 55810; 43814; 40468; 48264; 40462; 53974; 40166; 34236; 44928; 35012; 56984; 30602; 36380; 47790; 32312; 60926; 38386; 42062; 52406; 33974; 80744; 38876; 32906; 32572; 53652; 40034; 47638; 51624; 29826; 64870; 41202; 36466; 47404; 33834; 51398; 41352; 40728; 51580; 30236; 53406; 37390; 39322; 43124; 69338; 39090; 39258; 50082; 36202; 57998; 45752; 38452; 44170; 34688; 60640; 35364; 37890; 44140; 31036; 56082; 44108; 37162; 46240; 31338; 41506; 43738; 37346; 45052; 35020; 57462; 35540; 41232; 31550; 56114; 38534; 35194; 46364; 34988; 59548; 39534; 35492; 39854; 33502; 59230; 37286; 31118; 55008; 29870; 135858; 42044; 38786; 45362; 30516; 156452; 38958; 42294; 48068; 29488; 59274; 38620; 41018; 45520; 35802; 54372; 40490; 35376; 50956; 34912; 54966; 43940; 35940; 44238; 33564; 56110; 39216; 37360; 45730; 34038; 71130; 34120; 32692; 48966; 58994; 55272; 33038; 39354; 48012; 35100; 64650; 39584; 29134; 43086; 35360; 50960; 39610; 30140; 47502; 36016; 58462; 61014; 40506; 46572; 39750; 57474; 45460; 32904; 42102; 46540; 65272; 40508; 39136; 46672; 35008; 53870; 45536; 35002; 51356; 34406; 36442; 34858; 53480; 43632; 70782; 43218; 38848; 52738; 35328; 61066; 48490; 39058; 46310; 37778; 55976; 41032; 37960; 48322; 33734; 52346; 43816; 35502; 46926; 31826; 55770; 38162; 39742; 37246; 35424; 57920; 45544; 40502; 47426; 39022; 50092; 42344; 40844; 53052; 36722; 56678; 44520; 37956; 48798; 45322; 60120; 56686; 40440; 47530; 41914; 56040; 36830; 36568; 42516; 37142; 45090; 43206; 36120; 43498; 35310; 48542; 40398; 40282; 46648; 54418; 49332; 47356; 37574; 43406; 40184; 49092; 44230; 34580; 48540; 37834; 50472; 49708; 31162; 50242; 41898; 52682; 38278; 30160; 42820; 29442; 58166; 42334; 37828; 49834; 40878; 50602; 37648; 33062; 50124; 40916; 47496; 41420; 36468; 49318; 39578; 59562; 44850; 31674; 51126; 47486; 53284; 43016; 38442; 49184; 40052; 58570; 40200; 40650; 50910; 34972; 48872; 42984; 42072; 48808; 37158; 53836; 41932; 43806; 53028; 45552; 53522; 40612; 34788; 46574; 44626; 53372; 55936; 33636; 47700; 39398; 57668; 30980; 49986; 32726; 48096; 46816; 43010; 46716; 49334; 61054; 43946; 39414; 47036; 40870; 54452; 39218; 36616; 39102; 57136; 45176; 33074; 42638; 34112; 54918; 47004; 34024; 44812; 28946; 50072; 43904; 34146; 43452; 36582; 57104; 41610; 34864; 52250; 38192; 55906; 42032; 33736; 50760; 39880; 47478; 65028; 38712; 48248; 41214; 58494; 39920; 43056; 54032; 37464; 31148; 45136; 31096; 59014; 39342; 40252; 44196; 40618; 64378; 42710; 38930; 43148; 38616; 65868; 41960; 42288; 37120; 65692; 41518; 38780; 41796; 37602; 70680; 48470; 39010; 41542; 42602; 58850; 41446; 39186; 38328; 59418; 48968; 34932; 43220; 43276; 66816; 36370; 33240; 48882; 43818; 66038; 42068; 39690; 44976; 41874; 65792; 35138; 37056; 43884; 38814; 66154; 39146; 38580; 46698; 34390; 57066; 38246; 37380; 45266; 27752; 70824; 43810; 37054; 46318; 37022; 59072; 41254; 38370; 49220; 73526; 44198; 38776; 42354; 31042; 70812; 35684; 37946; 63106; 36912; 36684; 42490; 29058; 67484; 42552; 37514; 41540; 39304; 65326; 38694; 38942; 42844; 44620; 64438; 37942; 31482; 46884; 42114; 57000; 35126; 37726; 41730; 40412; 55442; 39872; 32254; 39464; 33192; 50700; 1043674; 2373; 284031
Version 1.0
Discipline Life Sciences; Medicine