Machine Design looks at the Q1 2025 analysis from the global market intelligence firm Context, which covers entry-level, ...

3D coastline reconstruction presents a significant challenge due to the complex and dynamic environment of coastal areas, characterized by fluctuating sea levels, vegetation, and irregular terrain.

In this paper, we introduce Self-RoI, a Large Language Model with multi-modal self-perception capabilities for 3D RoI captioning. To ensure LLMs receive more precise and sufficient information, ...