Junkai Luo, Baohua Zhang, Yanyue Zhang, Yu Gu, Yueming Wang, Xin Liu, Yan Ren, Jianjun Li, Ming Zhang. An Object Detection Algorithm Based on Contextual Self-Calibration And Dual-Attention Mechanism[J]. Laser & Optoelectronics Progress, 2021, 58(12): 1210013
- Laser & Optoelectronics Progress
- Vol. 58, Issue 12, 1210013 (2021)
Fig. 1. Contextual self-calibration dual-attention module
Fig. 2. Contextual self-calibrated spatial attention
Fig. 3. Multi-kernel channel attention
Fig. 4. Network structure of proposed algorithm
Fig. 5. Multi-class object detection results
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Table 1. Test results of various algorithms on MSCOCO dataset
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Table 2. Ablation experiment results
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