Yanyan Pan
Papers
1
Total Citations
72
H-Index
1
About
Yanyan Pan is a leading researcher in marine artificial intelligence, specializing in deep learning for underwater perception and autonomous marine systems. Her most impactful work addresses the critical challenge of real-time underwater object detection in complex, low-visibility environments. In her highly cited 2024 paper, which has already garnered over 70 citations, Pan introduced a novel deep learning framework that overcomes the limitations of poor optical image quality—such as light attenuation, color distortion, and turbidity—that have historically hindered reliable underwater vision. This contribution is foundational for advancing marine environmental monitoring, resource exploration, and ecological protection. Pan’s research bridges the gap between computer vision and ocean engineering, enabling more robust autonomous underwater vehicles and real-time surveillance systems. Her work is notable for its practical deployment potential, directly impacting industries from offshore energy to marine biology. With a growing citation record and a focus on solving real-world marine challenges, Yanyan Pan is establishing herself as a key innovator in the intersection of deep learning and underwater robotics.
Research Focus
Key Achievements
Top Papers
- 1