Jiaxi Deng
Papers
1
Total Citations
1
H-Index
1
About
Jiaxi Deng is a rising researcher in computer vision and robotics, specializing in real-time 3D perception and omnidirectional sensing. Their most notable contribution is the development of OmniStereo, a groundbreaking framework for real-time omnidirectional depth estimation using multiview fisheye cameras. This work addresses a critical bottleneck in autonomous driving, robotics, and drone navigation, where fast and reliable 3D sensing is essential but existing methods are too computationally heavy for real-time applications. By enabling rapid depth estimation from wide-angle views, Deng’s research bridges the gap between high-quality 3D reconstruction and practical deployment in dynamic environments. Though early in their career, with their seminal paper already garnering citations, Deng’s work signals a significant step toward more responsive and robust autonomous systems. Their focus on efficiency and accuracy positions them as an emerging leader in the field, with potential to influence next-generation navigation and spatial intelligence technologies.
Research Focus
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