Browsing Research Publications/Outputs by Subject "Object detection"

Now showing items 1-8 of 8

Camera-based measurement of cyclist motion

Author: Eddy, C ; de Saxe, Christopher C ; Cebon, D Date: Aug 2018 Heavy Goods Vehicles (HGVs) are overrepresented in cyclist fatality statistics in the UK relative to their proportion of total traffic volume. In particular, the statistics highlight a problem for vehicles turning left across the path of a ... Read more
Detection of moving objects: The first stage of an autonomous surveillance system

Author: Keaikitse, M ; Brink, W ; Govender, Natasha Date: Oct 2012 Object detection is an essential first stage in a surveillance system, primarily because it focuses all the subsequent processes. The standard approach to object detection is background subtraction. At the core of background subtraction is ... Read more
The effects of image smoothing on CNN-based detectors

Author: Skosana, Vusi J ; Ngxande, M Date: Jan 2020 Edge-preserving smoothing filters have been shown to improve generalisation performance on the HOG features with a SVM classifier. However, not all smoothing filters and parameters lead to better performance. The effects of smoothing filters ... Read more
Fast region-based object detection and tracking using correlation of features

Author: Senekal, F Date: Nov 2010 A new method for object detection using region based characteristics is proposed. The method uses correlation between features over a region as a descriptor for the region. It is shown that this region descriptor can be successfully applied ... Read more
Long-term tracking of multiple interacting pedestrians using a single camera

Author: Keaikitse, M ; Brink, W ; Govender, Natasha Date: Nov 2014 Detection and tracking are important components of many computer vision applications including automated surveillance. Object detection should overcome challenges such as changes in object appearances, illumination, and shadows. In our system, ... Read more
Machine learning – Imaging applications in transport systems: A review

Author: Adams, A ; Abu-Mahfouz, Adnan MI ; Hancke, GP Date: Nov 2023 Transport systems are fundamental to supporting economic growth, and the need for smarter, safer, more efficient and climate neutral transport systems continues to grow. Maintenance and operation of transport infrastructure is expensive and ... Read more
Multi-resolution segmentation of solar photovoltaic systems using deep learning

Author: Kleebauer, M ; Marz, Christopher A ; Reudenbach, C ; Braun, M Date: Dec 2023 In the realm of solar photovoltaic system image segmentation, existing deep learning networks focus almost exclusively on single image sources both in terms of sensors used and image resolution. This often prevents the wide deployment of such ... Read more
Ships as salient objects in synthetic aperture radar imaginary

Author: Schwegmann, Colin P ; Kleynhans, Waldo ; Salmon, BP ; Mdakane, Lizwe W ; Meyer, Rory GV Date: Jul 2016 The widespread access to Synthetic Aperture Radar data has created a need for more precise ship extraction, specifically in low-to-medium resolution imagery. While Synthetic Aperture Radar pixel resolution is improving for a large swaths, ... Read more

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Browsing Research Publications/Outputs by Subject "Object detection"

Browsing Research Publications/Outputs by Subject "Object detection"

Browse

All of ResearchSpace

This Community

Quick Links

Legislation and compliance

General Enquiries

Social Connect