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Browsing by Subject "Human detection"

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Better feature acquisition through the use of infrared imaging for human detection systems

Author: Kunene, Dumisani C ; Vadapalli, H Date: Sep 2017 Human detection on static images remains a challenging research problem. This work evaluates the significance of using infrared imaging (IIR) over several human detection systems. Larger complexities arise when detecting people in colour ... Read more
Edge-preserving smoothing filters for improving object classification

Author: Skosana, Vusi J ; Kunene, Dumisani C Date: Sep 2019 Edge-preserving smoothing filters have had many applications in the image processing community, such as image compression, restoration, deblurring and abstraction. However, their potential application in computer vision and machine learning ... 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

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Browsing by Subject "Human detection"

Browsing by Subject "Human detection"

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