Research map / Detection and segmentation / Tracking
SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use SiamCAR's anchor-free per-pixel classification and regression framework instead of SiamRPN++ | Visual tracking on GOT-10K · GOT-10K | AO: 0.517 -> 0.569 | Helped |
| Use SiamCAR's anchor-free per-pixel classification and regression framework instead of SiamRPN++ | Visual tracking on GOT-10K · GOT-10K | SR_0.5: 0.616 -> 0.670 | Helped |
| Use SiamCAR's anchor-free per-pixel classification and regression framework instead of SPM | Visual tracking on GOT-10K · GOT-10K | SR_0.75: 0.359 -> 0.415 | Helped |
| Use SiamCAR instead of SiamRPN++ | Visual tracking on GOT-10K · GOT-10K | AO: 5.2% | Helped |
| Use SiamCAR instead of SiamRPN++ | Visual tracking on GOT-10K · GOT-10K | SR_0.5: 5.4% | Helped |
| Use SiamCAR instead of SiamRPN++ | Visual tracking on GOT-10K · GOT-10K | SR_0.75: 9.0% | Helped |
Closest papers by meaning
- Siamese Box Adaptive Network for Visual Tracking (CVPR 2020 · similarity 0.93)
- Deeper and Wider Siamese Networks for Real-Time Visual Tracking (CVPR 2019 · similarity 0.92)
- High Performance Visual Tracking With Siamese Region Proposal Network (CVPR 2018 · similarity 0.92)
- SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks (CVPR 2019 · similarity 0.91)
- SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines (AAAI 2020 · similarity 0.91)
- Siam R-CNN: Visual Tracking by Re-Detection (CVPR 2020 · similarity 0.90)
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