A self-organizing map to improve vehicle detection in flow monitoring systems
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| 001 | 605468877 | ||
| 003 | CHVBK | ||
| 005 | 20210128100319.0 | ||
| 007 | cr unu---uuuuu | ||
| 008 | 210128e20150901xx s 000 0 eng | ||
| 024 | 7 | 0 | |a 10.1007/s00500-014-1575-3 |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s00500-014-1575-3 | ||
| 245 | 0 | 2 | |a A self-organizing map to improve vehicle detection in flow monitoring systems |h [Elektronische Daten] |c [R. Luque-Baena, Ezequiel López-Rubio, E. Domínguez, E. Palomo, J. Jerez] |
| 520 | 3 | |a The obtaining of perfect foreground segmentation masks still remains as a challenging task in video surveillance systems, since errors in that initial stage could lead to misleadings in subsequent tasks as object tracking and behavior analysis. This work presents a novel methodology based on self-organizing neural networks and Gaussian distributions to detect unusual objects in the scene, and to improve the foreground mask handling occlusions between objects. After testing the proposed approach on several traffic sequences obtained from public repositories, the results demonstrate that this methodology is promising and suitable to correct segmentation errors on crowded scenes with rigid objects. | |
| 540 | |a Springer-Verlag Berlin Heidelberg, 2015 | ||
| 690 | 7 | |a Self-organizing neural networks |2 nationallicence | |
| 690 | 7 | |a Postprocessing techniques |2 nationallicence | |
| 690 | 7 | |a Traffic monitoring |2 nationallicence | |
| 690 | 7 | |a Surveillance systems |2 nationallicence | |
| 690 | 7 | |a Object detection |2 nationallicence | |
| 700 | 1 | |a Luque-Baena |D R. |u Department of Computer Systems and Telematics Engineering, University of Extremadura, University Centre of Mérida, 06800, Mérida, Spain |4 aut | |
| 700 | 1 | |a López-Rubio |D Ezequiel |u Department of Computer Languages and Computer Science, University of Málaga, Bulevar Louis Pasteur, 35, 29071, Málaga, Spain |4 aut | |
| 700 | 1 | |a Domínguez |D E. |u Department of Computer Languages and Computer Science, University of Málaga, Bulevar Louis Pasteur, 35, 29071, Málaga, Spain |4 aut | |
| 700 | 1 | |a Palomo |D E. |u Department of Computer Languages and Computer Science, University of Málaga, Bulevar Louis Pasteur, 35, 29071, Málaga, Spain |4 aut | |
| 700 | 1 | |a Jerez |D J. |u Department of Computer Languages and Computer Science, University of Málaga, Bulevar Louis Pasteur, 35, 29071, Málaga, Spain |4 aut | |
| 773 | 0 | |t Soft Computing |d Springer Berlin Heidelberg |g 19/9(2015-09-01), 2499-2509 |x 1432-7643 |q 19:9<2499 |1 2015 |2 19 |o 500 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s00500-014-1575-3 |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s00500-014-1575-3 |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Luque-Baena |D R. |u Department of Computer Systems and Telematics Engineering, University of Extremadura, University Centre of Mérida, 06800, Mérida, Spain |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a López-Rubio |D Ezequiel |u Department of Computer Languages and Computer Science, University of Málaga, Bulevar Louis Pasteur, 35, 29071, Málaga, Spain |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Domínguez |D E. |u Department of Computer Languages and Computer Science, University of Málaga, Bulevar Louis Pasteur, 35, 29071, Málaga, Spain |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Palomo |D E. |u Department of Computer Languages and Computer Science, University of Málaga, Bulevar Louis Pasteur, 35, 29071, Málaga, Spain |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Jerez |D J. |u Department of Computer Languages and Computer Science, University of Málaga, Bulevar Louis Pasteur, 35, 29071, Málaga, Spain |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Soft Computing |d Springer Berlin Heidelberg |g 19/9(2015-09-01), 2499-2509 |x 1432-7643 |q 19:9<2499 |1 2015 |2 19 |o 500 | ||