Development of New Image Fusion Techniques / (Record no. 615914)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02813nam a22001697a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | NUST |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 005.1,IQB |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Iqbal Ch, M Munawwar |
| 9 (RLIN) | 124509 |
| 245 ## - TITLE STATEMENT | |
| Title | Development of New Image Fusion Techniques / |
| Statement of responsibility, etc. | M Munawwar Iqbal Ch |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Rawalpindi, |
| Name of publisher, distributor, etc. | MCS (NUST), |
| Date of publication, distribution, etc. | 2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv, 108 p |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | The imagefusionprocessaimstocombinethecrucialinformationfrommultipleim-<br/>ages obtainedfromdifferentresources.Numerousimagefusiontechniquesarepro-<br/>posed toachievebetterfusionaccuracyhowevertheygenerallyyieldlessinformative<br/>edge details,introduceartifactsandhaveblurreddetailsinmultifocusimages.More-<br/>over,inmedicalimages,resultantfusedimageshavemissingfinedetailsofdifferent<br/>tissues, improperfusionofdifferenttissuesandboundariesarealsonotclearlydemar-<br/>cated.<br/>This workpresents,differentmulti-focusandmulti-modeltechniquestominimize<br/>the above-mentionedissues/limitation.Crossbilateralfilterwhichprovidesbetterper-<br/>ceptual qualityiscombinedwithnon-subsampledcontourlettransformtomaximize<br/>the usefulinformationpresentinmultiplescalesanddirections.Guidedfilterwhose<br/>computing timeisindependentoffiltersizeandwellpreservesedgesiscombinedwith<br/>discrete wavelettransformformoreinformativeedgedetails.Alphamapalongwith<br/>top hattransformextractscommonpropertiesofdifferentimages.Saliencymapshows<br/>more meaningfulrepresentationofimagethereforeitisusedalongwithcrossbilat-<br/>eral filtertofusemultimodalbrainimagemodalitieswhichhelptocombinethefacts<br/>found inmultiplemedicalimagesthathaveexceptionaldistinctivemodalities.Energy<br/>of Laplaciananddiscretewavelettransformbasedfusionofmultimodalbrainimages<br/>helps toproperlydemarcateboundariesofdifferenttissues.Shiftinvariantdiscrete<br/>wavelettransformandsparsefusionisusedformoreinformativeanatomydetailsof<br/>medical imageswhichhelpsradiologistsinevaluatingdifferentmodalityimages.<br/>Proposed multifocusimagefusionschemesmaintaindifferentimagedetailslikere-<br/>duce edgeblurring,introducelessartifactsandpreservesharpedgedetails.Moreover,<br/>suggested multimodalimagefusionschemesformedicalimagespreservethefinede-<br/>tails ofdifferenttissues,properfusionofdifferenttissuesandclearlydemarcatethe<br/>boundaries toobtainhighqualityfusedimage.Higherquantitativeandqualitativeout-<br/>comes areobservedintheproposedframeworksforfusionschemesascomparedto<br/>other existingschemes.<br/>In generalourresearchworkpresentsmulti-focusandmulti-modelimagefusion<br/>problems intwomaindomainsi.e.photographyapplications(toovercometheproblem<br/>of depthoffieldofcameras)andbiomedicalimaging.Theproposednovelandeffec-<br/>tivealgorithmshavebeentestedonrealworlddatatodemonstratetheirperformance<br/>improvement. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | PhD Computer Software Engineering Thesis |
| 9 (RLIN) | 132801 |
| 651 ## - SUBJECT ADDED ENTRY--GEOGRAPHIC NAME | |
| Geographic name | PhD CSE Thesis |
| 9 (RLIN) | 132802 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Supervised by Dr. Naima Iltaf |
| 9 (RLIN) | 132895 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Thesis |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Permanent Location | Current Location | Shelving location | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Public note |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Military College of Signals (MCS) | Military College of Signals (MCS) | Thesis | 01/26/2026 | 005.1,IQB | MCSPhD CSE-12 | 01/26/2026 | 01/26/2026 | Thesis | Almirah No.68, Shelf No.5 |