• Shark identification using the notches in the dorsal fin 

      Marais, Tessa (Stellenbosch : Stellenbosch University, 2016-12)
      ENGLISH ABSTRACT : In order to protect endangered species, such as the Great White shark, a reliable estimate of the population is needed. In counting animals, it is necessary to be able to distinguish between individuals. ...
    • Short-term stream flow forecasting and downstream gap infilling using machine learning techniques 

      Steyn, Melise (Stellenbosch : Stellenbosch University, 2018-03)
      ENGLISH ABSTRACT : Stream flow is an important component in the hydrological cycle and plays a vital role in many hydrological applications. Accurate stream flow forecasts may be used for the study of various hydro-environmental ...
    • The study of similarity score calculation methods for minutia-based fingerprint matching algorithms 

      De Kock, Antonie Johannes (Stellenbosch : Stellenbosch University, 2016-11)
      ENGLISH ABSTRACT : This study aims to establish guidelines for calculating the similarity score between two minutia point representations of ngerprints for minutia-based ngerprint matching. Existing research does not ...
    • Systems level cancer disease target identification using tumor microenvironment dynamics 

      Makinde, Funmilayo Lydia (Stellenbosch : Stellenbosch University, 2018-12)
      ENGLISH ABSTRACT : Cancer is the second driving reasons for death around the world. It is an abnormal growth of cells which can migrate and recreate cellular microenvironment and can also be caused by successive alterations ...
    • Text detection in natural images using convolutional neural networks 

      Grond, Marco Marten (Stellenbosch : Stellenbosch University, 2017-03)
      ENGLISH ABSTRACT : In this study we attempt to solve the problem of text detection in natural images. This requires us to identify regions in a natural image that contain text. Possible applications range from assistive ...
    • Thermal and colour data fusion for people detection and tracking 

      Joubert, Pierre (Stellenbosch : Stellenbosch University, 2014-04)
      ENGLISH ABSTRACT: In this thesiswe approach the problem of tracking multiple people individually in a video sequence. Automatic object detection and tracking is non-trivial as humans have complex and mostly unpredictable ...
    • Time series analysis of data measured in the nearshore area 

      Mphasha, Rosa (Stellenbosch : Stellenbosch University, 2016-03)
      ENGLISH ABSTRACT : Factors that lead to the generation of currents in the nearshore area within the Natal Bight were investigated. The investigation was carried out on data that spans from the 6th June 2012 to the 16th ...
    • Tracking with context 

      Du Toit, Carlo (Stellenbosch : Stellenbosch University, 2016-12-01)
      ENGLISH ABSTRACT : Tracking in an unconstrained environment presents a difficult challenge. Abrupt object motion, appearance changes, non-rigid objects and occlusion are but a few of the trials faced. To overcome these ...
    • Transcriptomic profile based cancer disease prediction and patient survival time differentiation 

      Ofosu Mensah, Samuel (Stellenbosch : Stellenbosch University, 2018-12)
      ENGLISH ABSTRACT : Cancer disease is an abnormal growth of cells, which may be caused by mutations in genes which, as a result, alter the way cells function mainly in the way they grow and divide. Cancer cells are regulated ...
    • Video classification using deep learning 

      Newman, Gregory (Stellenbosch : Stellenbosch University., 2020-03)
      ENGLISH ABSTRACT: To help analyse, classify, and monitor video data we need scalable algorithms that can handle video sequences of various lengths. Existing approaches tend to be both computationally expensive and ...