Lixia Xue, Kaijian Yin, Ronggui Wang, Juan Yang. Interactive instance proposal network for HOI detection[J]. Opto-Electronic Engineering, 2022, 49(7): 210429
- Opto-Electronic Engineering
- Vol. 49, Issue 7, 210429 (2022)
Fig. 1. Pipeline of human object interaction detection
Fig. 2. Overview of human object interaction detection based on interactive instance proposal network
Fig. 3. Interactive instance proposal network
Fig. 4. Structure of cross-modal information fusion module
Fig. 5. Comparison of IIPN (bottom row) with Faster-RCNN (upper row)
Fig. 6. Visualization of detection results on HICO-DET
Fig. 7. Visualization of fusion attention
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Table 1. Experimental results on HICO-DET test set of different approaches
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Table 2. Experimental results on V-COCO test set of different approaches
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Table 3. Ablation studies of the proposed module on HICO-DET
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Table 4. Effects of different M and N on experimental results
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Table 5. Influence of different characteristics on experimental results
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Table 6. Influence of different kon experimental results
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