Cable News Network

Cable News Network

Guangzhou Xinhua University Researchers Develop Innovative Dual-Branch Fusion Network for Medical Image Super-Resolution Reconstruction

Research conducted by Jian Xiong and colleagues at Guangzhou Xinhua University has resulted in the development of a novel dual-branch fusion network for medical image super-resolution reconstruction, addressing the limitations of existing methods in image detail blurring and insufficient utilization of global information. The proposed network, called CTGFSR, leverages the

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Advances in Automated Optical Inspection Using Attention-based Convolutional Neural Networks

Researchers at Chungbuk National University have proposed an attention-based convolutional neural network (A-CNN) model for automated optical inspection (AOI) of small objects. The A-CNN model uses an attention module to adaptively extract regions of interest centered on small objects, improving classification accuracy. Experimental results show that the proposed A-CNN model