Multithreading Application for Counting Vehicle by Using Background Subtraction Method
| Autor: | Puspoko Ponco Ratno, Yohanssen Pratama |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: |
background subtraction
image intelligent transport system multithreaded parallel processing Background subtraction Data acquisition Parallel processing (DSP implementation) Computer science Multithreading Real-time computing Frame (networking) Digital image processing Process (computing) ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Video processing |
| Zdroj: | IJCCS (Indonesian Journal of Computing and Cybernetics Systems); Vol 14, No 3 (2020): July |
| ISSN: | 1978-1520 2460-7258 |
| Popis: | Image and video processing has become important part in intelligent transportation system (ITS) application, especially for collecting road traffic data. The pictures that collected by charged coupled device (CCD) camera usually being processed by some image processing algorithms. The code in the application will be executed in a large number of iteration because many algorithms getting involved in processing the picture frame when the frame already captured by the camera. Typical application will process the first frame until finish and continue to the next frame, so the application must wait until the first frame finish being processed. If the algorithms that executed quite complex and have a significant running time there will be a dropped frame and the time difference between data acquisition and real time video is divided by large margin. We proposed an implementation of multithreading to boost the application performance so the data can be acquire in exact time and every new frame could be processed in short time. The application performance before and after using a multithreading is known by comparing the data acquisition time that stored in the database. Also the application effectiveness could define by running a multiple video streaming in same resolution. |
| Databáze: | OpenAIRE |
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