Reconstructing the 3D shape of objects using limited information from a single image is a complex and necessary task. The existing methods for reconstructing point clouds from a single image haven't effectively addressed the issue of background ...

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• Proposed reconstruct point clouds from single images using spatial and channel attention, and symmetric point cloud encoder.

Wireless sensor networks have a wide spectrum of civil and military application that call for security. In-network data aggregation has been shown to improve scalability, prolong sensor network lifetimes and diminish computational demands. However, ...