New media art design based on fast visual segmentation and 3D image processing

Article Physics, Mathematical

A Three-Dimensional Anisotropic Diffusion Equation-Based Video Recognition Model for Classroom Concentration Evaluation in English Language Teaching

Yanghong Liu et al.

Summary: In this study, a three-dimensional anisotropic diffusion equation is used to analyze students' concentration in English teaching classrooms through video recognition. A multifeature fusion face live detection method is proposed, extracting DK features and depth features from diffusion-processed face images to improve the effectiveness of face image features. The fused features obtained by combining these two features using multicore learning method provide a strong basis for live determination of face images.

ADVANCES IN MATHEMATICAL PHYSICS (2021)

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Article Computer Science, Information Systems

Multimodal Magnetic Resonance Image Brain Tumor Segmentation Based on ACU-Net Network

Ling Tan et al.

Summary: In this study, the use of ACU-Net network in brain tumor image segmentation has shown promising results, as it successfully identifies abnormal regions and accurately divides tumor core and enhanced necrotic parenchymal areas by preprocessing brain images and utilizing deep learning techniques.

IEEE ACCESS (2021)

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Article Computer Science, Information Systems