Name
Title | ||
|---|---|---|
On the effect of feedback in multilevel representation spaces for visual surveillance tasks |
Abstract | ||
|---|---|---|
In this work we propose a general top-down feedback scheme between adjacent description levels to interpret video sequences. This scheme distinguishes two types of feedback: repair-oriented feedback and focus-oriented feedback. With the first it is possible to improve the system's performance and produce more reliable and consistent information, and with the second it is possible to adjust the computational load to match the aims. Finally, the general feedback scheme is used in different examples for a visual surveillance application which improved the final result of each description level by using the information in the higher adjacent level. |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1016/j.neucom.2008.06.013 | Neurocomputing |
Keywords | Field | DocType |
visual surveillance systems,general top-down feedback scheme,consistent information,description level,different example,general feedback scheme,repair-oriented feedback,feedback between description levels,adjacent description level,predictive diagnosis task,visual surveillance task,computational load,higher adjacent level,multilevel representation space,video sequence interpretation,focus-oriented feedback,high level vision,top down | Computer science,High level vision,Artificial intelligence,Visual surveillance,Machine learning | Journal |
Volume | Issue | ISSN |
72 | 4-6 | Neurocomputing |
Citations | PageRank | References |
7 | 0.58 | 13 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Enrique J. Carmona | 1 | 266 | 14.01 |
| Mariano Rincón | 2 | 73 | 7.67 |
| Margarita Bachiller | 3 | 17 | 2.82 |
| Javier Martínez-Cantos | 4 | 82 | 4.17 |
| Rafael Martínez-Tomás | 5 | 89 | 11.14 |
| José Mira | 6 | 543 | 71.44 |