Browsing by Author "Gamage, TD"

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  • Detection of red lesions in retinal images using image processing and machine learning techniques 
    Lokuarachchi, D; Muthumal, L; Gunarathna, K; Gamage, TD [Conference-Abstract]
    Diabetic Retinopathy (DR) is a diabetes complication that causes damage to the blood vessels of the light sensitive tissue at the back of the eye. All the people who are suffering from diabetes have a high risk of ...
  • GPU based non-overlapping multi-camera vehicle tracking 
    Gamage, TD; Samarawickrama, JG; Pasqual, AA [Conference-Abstract]
    Vehicle tracking and surveillance is an area which is having a considerable attention in the context of security and safety. The detection and tacking of moving vehicles through multiple cameras is considered as a method ...
  • Image Filtering with MapReduce in Pseudo-Distribution Mode 
    Gamage, TD; Samarawickrama, JG; Rodrigo, R; Pasqual, AA [Conference-Abstract]
    The massive volume of video and image data, compels them to be stored in a distributed file system. To process the data stored in the distributed file system, Google proposed a programming model named MapReduce. Existing ...
  • Image filtering with MapReduce in pseudo-distribution mode 
    Gamage, TD; Samarawickrama, JG; Rodrigoz, R; Pasqual, AA [Conference-Abstract]
    The massive volume of video and image data,compels them to be stored in a distributed file system. To process the data stored in the distributed file system, Google proposed a programming model named MapReduce. Existing ...
  • Real-time object tracking and surveillance using a parallel computeing Architecture 
    Gamage, TD [Thesis-Abstract]
    Closed-circuit television (CCTV) cameras are used widely in surveillance applications where operators need to constantly monitor the videos on the video wall. The objective of this research is to improve the efficiency of ...