2025 年度三维视觉前沿趋势与十大进展

Key Points

• This work aims to explore cutting-edge trends in 3D vision and identify key advancements shaping the field.
• Analysis of frontier trends in 3D vision from interdisciplinary perspectives including computer vision and AI.
• Selection of top ten advancements based on their technological impact and potential applications in spatial intelligence.
• Evaluation of emerging techniques such as dynamic multi-instance reconstruction and integration of video generation technologies.
• Identified breakthrough techniques like VGGT that facilitate high-quality 3D content creation.
• Highlighted the fusion of 3D reconstruction with generation techniques for enhanced complex scene modeling.
• Outlined the developmental path towards unified models that integrate perception, generation, and interaction in embodied intelligence.

Abstract