Comparison Between Edge Detection Methods On UTeM Unmanned Arial Vehicles Images
Machine vision calls for the use of detectors to ascertain the features and type of object portrayed in the image.The employment of unmanned aerial vehicles (UAVs),which can function freely in active and precarious settings,is currently gaining momentum.These vehicles are mainly used for the detect...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2018
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| Subjects: | |
| Online Access: | http://eprints.utem.edu.my/id/eprint/21299/2/matecconf_mucet2018_06029%20zuraini%20asmala.pdf http://eprints.utem.edu.my/id/eprint/21299/ https://www.matec-conferences.org/articles/matecconf/pdf/2018/09/matecconf_mucet2018_06029.pdf https://doi.org/10.1051/matecconf/201815006029 |
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| Institution: | Universiti Teknikal Malaysia Melaka |
| Language: | English |
| Summary: | Machine vision calls for the use of detectors to ascertain the features and type of object portrayed
in the image.The employment of unmanned aerial vehicles (UAVs),which can function freely in active and precarious settings,is currently gaining momentum.These vehicles are mainly used for the detecting,classifying and tracking of an object.However,the achievement of these objectives necessitates the involvement of an effective edge detection procedure.Sobel,Canny,Prewitt and LoG are among the many edge detection procedures presently available. In this endeavour,we opted for the utilization of UTeM
UAVs images for an evaluation of these edge detection procedures.During our investigations,the ground truth edge images were corroborated by a specialist in this field.The results obtained from these investigations revealed that in terms of accuracy,precision, sensitivity and f-measure, the Prewitt procedure outperforms the other methods mentioned. |
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