原文传递
Video-Based Automatic Target Recognition
| 题名： | Video-Based Automatic Target Recognition |
| 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. |
| 总页数： | 7 |
| 报告类型： | 科技报告 |
检索历史
应用推荐
