原文传递
Video-Based Automatic Target Recognition. Conference paper.
| 题名： | Video-Based Automatic Target Recognition. Conference paper. |
| 作者： | Zheng, Qinfen;Wu, Hao;Mei, Xue;Chellappa, Rama;Zhou, S. K.; |
| 关键词： | *Target-recognition; *Vehicles-; *Sequences-Mathematics; *Video-recording.;Algorithms-; Symposia-; Moving-targets; Tracking-; Video-signals; Target-classification; Automatic-tracking. |
| 摘要： | We present an approach for vehicle classification in IR video sequences by integrating detection, tracking and recognition. The method has two steps. First, the moving target is automatically detected using a detection algorithm. Next, we perform simultaneous tracking and recognition using an appearance-model based particle filter. The tracking result is evaluated at each frame. Low confidence in tracking performance initiates a new cycle of detection, tracking and classification. We demonstrate the robustness of the proposed method using outdoor IR video sequences. |
| 报告类型： | 科技报告 |
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