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Mobile Application Development with Image Applications Using Xamarin
Blekinge Tekniska Högskola, Fakulteten för teknikvetenskaper, Institutionen för tillämpad signalbehandling.
Blekinge Tekniska Högskola, Fakulteten för teknikvetenskaper, Institutionen för tillämpad signalbehandling.
2018 (Engelska)Självständigt arbete på avancerad nivå (masterexamen), 20 poäng / 30 hpStudentuppsats (Examensarbete)
Abstract [en]

Image enhancement improves an image appearance by increasing dominance of some features or by decreasing ambiguity between different regions of the image. Image enhancement techniques have been widely used in many applications of image processing where the subjective quality of images is important for human interpretation. In many cases, the images have lack of clarity and have some effects on images due to fog, low light and other daylight effects exist. So, the images which have these scenarios should be enhanced and made clear to recognize the objects clearly. Histogram-based image enhancement technique is mainly based on equalizing the histogram of the image and increasing the dynamic range corresponding to the image. The Histogram equalization algorithm was performed and tested using different images facing the low light, fog images and colour contrast and succeeded in obtaining enhanced images. This technique is implemented by averaging the histogram values as the probability density function. Initially, we have worked with the MATLAB code on Histogram Equalization and made changes to implement an Application Program Interface i.e., API using Xamarin software. The mobile application developed using Xamarin software works efficiently and has less execution time when compared to the application developed in Android Studio. Debugging of the application is successfully done in both Android and IOS versions.

The focus of this thesis is to develop a mobile application on Image enhancement using Xamarin on low light, foggy images.

Ort, förlag, år, upplaga, sidor
2018. , s. 49
Nyckelord [en]
Android, Application Program Interface, Histogram Equalization, Image enhancement, IOS, MATLAB, Probability density function, Xamarin Software.
Nationell ämneskategori
Signalbehandling
Identifikatorer
URN: urn:nbn:se:bth-15838OAI: oai:DiVA.org:bth-15838DiVA, id: diva2:1178145
Ämne / kurs
ET2566 Masterarbete i Elektroteknik med inriktning mot Signalbehandling
Utbildningsprogram
ETASB Masterprogram i Elektroteknik med inriktning mot signalbehandling
Presentation
2017-12-05, J3506 Platon, Blekinge Institute of Technology SE-37179, Karlskrona, 13:00 (Engelska)
Handledare
Examinatorer
Tillgänglig från: 2018-01-29 Skapad: 2018-01-29 Senast uppdaterad: 2018-01-29Bibliografiskt granskad

Open Access i DiVA

BTH2018Gajjela(2138 kB)426 nedladdningar
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Filnamn FULLTEXT01.pdfFilstorlek 2138 kBChecksumma SHA-512
9e5ec3411288143c110fa86d50532c170b5b68e83dd065bd1fcca843733495179688e05354f8ee5f0227bbad80058b4c070f8a1abac1386f5a1521b460686cf0
Typ fulltextMimetyp application/pdf

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Institutionen för tillämpad signalbehandling
Signalbehandling

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