Medical visual question answering based on question-type reasoning and semantic space constraint

Article Computer Science, Artificial Intelligence

FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in public

Peishu Wu et al.

Summary: In this paper, a novel face mask detection framework called FMDYolo is proposed for monitoring whether people wear masks correctly in public. Experimental results demonstrate the superiority of FMDYolo in face mask detection.

IMAGE AND VISION COMPUTING (2022)

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Article Computer Science, Artificial Intelligence

Rich Visual Knowledge-Based Augmentation Network for Visual Question Answering

Liyang Zhang et al.

Summary: The new framework KAN utilizes object-related knowledge and a knowledge graph to assist in the reasoning process of VQA, with an attention module that adaptively balances the importance of external knowledge against detected objects. Extensive experiments demonstrate that KAN achieves state-of-the-art performance on challenging VQA datasets and provides benefits to VQA baselines.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2021)

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Article Biochemical Research Methods