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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