Now showing items 1-7 of 7

  • ANN’s vs. SVM’s for image classification 

    Moorgas, Kevin Emanuel; Pillay, Nelendran; Governder, Poobalan (International ASET, 2012-08)
    In this paper the dynamic performance of the artificial neural network is compared to the performance of a statistical method such as the support vector machine. This comparison is made with respect to an image classification ...
  • Design and development of a process control valve diagnostic system based on artificial neural network ensembles 

    Sewdass, Sugith (2016)
    This research discusses the design and development of a computational intelligent based diagnostic system to assess the operating state of a process control valve. Process control valves react to a controller signal and ...
  • Design and implementation of an intelligent vision and sorting system 

    Li, Zhi (2009)
    This research focuses on the design and implementation of an intelligent machine vision and sorting system that can be used to sort objects in an industrial environment. Machine vision systems used for sorting are either ...
  • Diesel engine performance modelling using neural networks 

    Rawlins, Mark Steve (2005)
    The aim of this study is to develop, using neural networks, a model to aid the performance monitoring of operational diesel engines in industrial settings. Feed-forward and modular neural network-based models are created ...
  • Hybrid motion detection system using DSP and ANN ensembles 

    Moorgas, Kevin Emanuel; Govender, Poobalan (IMECShttp://www.iaeng.org/publication/IMECS2013/IMECS2013_pp484-490.pdf, 2013-03)
    Hybrid systems are used in engineering systems and scientific applications to enhance and to improve their efficiency. This paper presents a hybrid system using digital signal processing (DSP) systems and artificial neural ...
  • Object motion detection, extraction and filtering using ANN ensembles 

    Moorgas, Kevin Emanuel (2009)
    This research is devoted to the development of an intelligent image motion detection system based on artificial neural networks (ANN’s). Object motion detection, non-stationary image isolation and extraction, and image ...
  • Predicting the microbial safety of irrigation water and fresh produce : a collaborative approach 

    Ijabadeniyi, Oluwatosin Ademola; Olugbara, Oludayo O. (http://www.academicjournals.org/SRE/PDF/pdf2013/11Jun/Ijabadeniyi%20and%20Olugbara.pdf, 2013-06-11)
    Outbreak of food borne illnesses as a result of consumption of fresh vegetables and fruits is occurring regularly. In USA for example, it has become business as usual to hear and read about fresh produce recalls. Although, ...