Publications by authors named "Zongwei Jia"
Article Synopsis
- Instance segmentation is essential for managing pig farms, but challenges like occlusion and varying postures complicate accurate identification of multiple pigs.
- Researchers conducted experiments with video data from 45 pigs, labeling 1917 images to improve segmentation using a new pixel self-attention (PSA) module integrated into the YOLACT model.
- Results showed that the PSA module outperformed existing attention mechanisms, achieving significant improvements in performance metrics, especially with the ResNet101 backbone, and confirming its robustness through visualization and transfer performance tests.
Ni-Co-AlO composite coatings were prepared by pulsed electrodeposition and electrophoresis-electrodeposition on aluminum alloy. The content of AlO particles of the Ni-Co-AlO composite coating prepared by electrophoresis-electrodeposition was significantly higher than the composite coating prepared by pulsed electrodeposition. The composite coating prepared by electrophoresis-electrodeposition exhibited a better anti-wear performance than that prepared by pulsed electrodeposition.
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