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Advanced Image Processing Using Histogram Equalization and Android Application Implementation
Blekinge Tekniska Högskola, Fakulteten för teknikvetenskaper, Institutionen för tillämpad signalbehandling.
Blekinge Tekniska Högskola, Fakulteten för teknikvetenskaper, Institutionen för tillämpad signalbehandling.
2016 (Engelska)Självständigt arbete på avancerad nivå (masterexamen), 20 poäng / 30 hpStudentuppsats (Examensarbete)
Abstract [en]

Now a days the conditions at which the image taken may lead to near zero visibility for the human eye. They may usually due to lack of clarity, just like effects enclosed on earth’s atmosphere which have effects upon the images due to haze, fog and other day light effects. The effects on such images may exists, so useful information taken under those scenarios should be enhanced and made clear to recognize the objects and other useful information. To deal with such issues caused by low light or through the imaging devices experience haze effect many image processing algorithms were implemented. These algorithms also provide nonlinear contrast enhancement to some extent. We took pre-existed algorithms like SMQT (Successive mean Quantization Transform), V Transform, histogram equalization algorithms to improve the visual quality of digital picture with large range scenes and with irregular lighting conditions. These algorithms were performed in two different method and tested using different image facing low light and color change and succeeded in obtaining the enhanced image. These algorithms helps in various enhancements like color, contrast and very accurate results of images with low light. Histogram equalization technique is implemented by interpreting histogram of image as probability density function. To an image cumulative distribution function is applied so that accumulated histogram values are obtained. Then the values of the pixels are changed based on their probability and spread over the histogram. From these algorithms we choose histogram equalization, MATLAB code is taken as reference and made changes to implement in API (Application Program Interface) using JAVA and confirms that the application works properly with reduction of execution time.

Ort, förlag, år, upplaga, sidor
2016. , s. 50
Nyckelord [en]
Application program interface, Histogram equalization, Probability density function, Successive mean quantization transform.
Nationell ämneskategori
Signalbehandling
Identifikatorer
URN: urn:nbn:se:bth-13735OAI: oai:DiVA.org:bth-13735DiVA, id: diva2:1063170
Ämne / kurs
ET2566 Masterarbete i Elektroteknik med inriktning mot Signalbehandling
Utbildningsprogram
ETASX Masterprogram i Elektroteknik med inriktning mot signalbehandling
Handledare
Examinatorer
Tillgänglig från: 2017-01-09 Skapad: 2017-01-09 Senast uppdaterad: 2017-01-09Bibliografiskt granskad

Open Access i DiVA

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Institutionen för tillämpad signalbehandling
Signalbehandling

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