GRADIENT-BASED VEHICLE DETECTION USING A TWO-SEGMENT DETECTION FIELD
This paper presents a method of vehicle detection using the conversion of images from a source image sequence into binary target images. This conversion is performed on the basis of small image gradients. The location of binary values after conversion is in accordance with the edges of the converted...
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| Format: | Article |
| Language: | English |
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Silesian University of Technology
2017-09-01
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| Series: | Scientific Journal of Silesian University of Technology. Series Transport |
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| Online Access: | http://sjsutst.polsl.pl/archives/2017/vol96/027_SJSUTST96_2017_Czapla.pdf |
| _version_ | 1818887689013821440 |
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| author | Zbigniew CZAPLA |
| author_facet | Zbigniew CZAPLA |
| author_sort | Zbigniew CZAPLA |
| collection | DOAJ |
| description | This paper presents a method of vehicle detection using the conversion of images from a source image sequence into binary target images. This conversion is performed on the basis of small image gradients. The location of binary values after conversion is in accordance with the edges of the converted image. For all processed images, a detection field is defined, which is composed of two segments. In the area of each segment, the sum of the edge values is calculated. On the basis of the calculated sums within the segments, an adjusted sum of the edge values is established, which allows for the determination of the state of the detection field. Vehicle detection is carried out by recognition of distinctive changes in the state of the detection field caused by the passing vehicle. Experimental results are provided. |
| first_indexed | 2024-12-19T16:41:13Z |
| format | Article |
| id | doaj.art-30bcb8c3ba344995b42b15fb2528a949 |
| institution | Directory Open Access Journal |
| issn | 0209-3324 2450-1549 |
| language | English |
| last_indexed | 2024-12-19T16:41:13Z |
| publishDate | 2017-09-01 |
| publisher | Silesian University of Technology |
| record_format | Article |
| series | Scientific Journal of Silesian University of Technology. Series Transport |
| spelling | doaj.art-30bcb8c3ba344995b42b15fb2528a9492022-12-21T20:13:48ZengSilesian University of TechnologyScientific Journal of Silesian University of Technology. Series Transport0209-33242450-15492017-09-0196273610.20858/sjsutst.2017.96.3GRADIENT-BASED VEHICLE DETECTION USING A TWO-SEGMENT DETECTION FIELDZbigniew CZAPLAThis paper presents a method of vehicle detection using the conversion of images from a source image sequence into binary target images. This conversion is performed on the basis of small image gradients. The location of binary values after conversion is in accordance with the edges of the converted image. For all processed images, a detection field is defined, which is composed of two segments. In the area of each segment, the sum of the edge values is calculated. On the basis of the calculated sums within the segments, an adjusted sum of the edge values is established, which allows for the determination of the state of the detection field. Vehicle detection is carried out by recognition of distinctive changes in the state of the detection field caused by the passing vehicle. Experimental results are provided.http://sjsutst.polsl.pl/archives/2017/vol96/027_SJSUTST96_2017_Czapla.pdfvehicle detectionimage conversiondetection field |
| spellingShingle | Zbigniew CZAPLA GRADIENT-BASED VEHICLE DETECTION USING A TWO-SEGMENT DETECTION FIELD Scientific Journal of Silesian University of Technology. Series Transport vehicle detection image conversion detection field |
| title | GRADIENT-BASED VEHICLE DETECTION USING A TWO-SEGMENT DETECTION FIELD |
| title_full | GRADIENT-BASED VEHICLE DETECTION USING A TWO-SEGMENT DETECTION FIELD |
| title_fullStr | GRADIENT-BASED VEHICLE DETECTION USING A TWO-SEGMENT DETECTION FIELD |
| title_full_unstemmed | GRADIENT-BASED VEHICLE DETECTION USING A TWO-SEGMENT DETECTION FIELD |
| title_short | GRADIENT-BASED VEHICLE DETECTION USING A TWO-SEGMENT DETECTION FIELD |
| title_sort | gradient based vehicle detection using a two segment detection field |
| topic | vehicle detection image conversion detection field |
| url | http://sjsutst.polsl.pl/archives/2017/vol96/027_SJSUTST96_2017_Czapla.pdf |
| work_keys_str_mv | AT zbigniewczapla gradientbasedvehicledetectionusingatwosegmentdetectionfield |