Wang Xiyuan

Wang Xiyuan

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Publications

You can also find my articles on my Google Scholar profile.

Paper Title Number 4

Published in GitHub Journal of Bugs, 2024

This paper is about fixing template issue #693.

Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
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A Review of Point Cloud 3D Object Detection Methods based on Deep Learning

Published in December 14, 2023

This paper is based on introducing the coupling relationship between deep learning and three-dimensional point clouds, this paper reviews the three characteristics and research problems of point clouds, randomness, sparsity, and unstructuredness, and discusses three-dimensional point cloud target detection based on deep neural networks, including point cloud detection techniques following graph convolution, detection techniques following the original point cloud, and detection algorithms based on fusion processing of graph convolution and the original point cloud. Focusing on future research direction and development, the field of point cloud analysis is currently undergoing further development through the application of deep learning techniques.

Recommended citation: Wang, X., Lin, J., Yang, L., Wang, S. (2024). A Review of Point Cloud 3D Object Detection Methods Based on Deep Learning. In: Zhang, M., Xu, B., Hu, F., Lin, J., Song, X., Lu, Z. (eds) Computer Applications. CCF NCCA 2023. Communications in Computer and Information Science, vol 1959. Springer, Singapore. https://doi.org/10.1007/978-981-99-8764-1_3
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A Study on Semantic Segmentation for Small Objects in High-resolution Aerial Images based on Mask R-CNN and HRNet

Published in 2024 16th International Conference on Machine Learning and Computing, 2023

This paper studies semantic segmentation for small objects in high-resolution aerial images using Mask R-CNN and HRNet.

Recommended citation: Sicong Wang, Xijun Zhang, Yujie Yin, Xiyuan Wang, and Longrui Yang. "A Study on Semantic Segmentation for Small Objects in High-resolution Aerial Images based on Mask R-CNN and HRNet." 2024 16th International Conference on Machine Learning and Computing, October 2023. Accepted.

Review of TSP Solution Methods

Published in 18th International Conference on Bio-inspired Computing: Theories and Applications (BIC-TA 2023), 2023

This paper reviews solution methods for the Traveling Salesman Problem (TSP) and was accepted for presentation at BIC-TA 2023.

Recommended citation: Longrui Yang1, Xiyuan Wang1, Jie Lin (Corresponding Author), Zhaoqi He, and Sicong Wang. "Review of TSP Solution Methods." 18th International Conference on Bio-inspired Computing: Theories and Applications (BIC-TA 2023), October 2023. Accepted.