Multi-label image classification using information on context, space, and meaning
Multi-label image classification using information on context, space, and meaning
Spatial-context-aware deep neural network for multi-class image classification
arXiv paper abstract https://arxiv.org/abs/2111.12296v1
arXiv PDF paper https://arxiv.org/pdf/2111.12296v1.pdf
Multi-label image classification is a fundamental but challenging task in computer vision.
... solutions exploring relationships between semantic labels have made great progress.
However, the underlying spatial-contextual information of labels is under-exploited.
... a spatial-context-aware deep neural network is proposed to predict labels taking into account both semantic and spatial information.
... proposed framework is evaluated on Microsoft COCO and PASCAL VOC ... is superior to the state-of-the-art solutions ...
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