Kongwei Ma

Papers

Total Citations

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About

Dr. Kongwei Ma is a leading researcher in underwater computer vision and marine robotics, with a focus on automated detection and recognition of marine organisms in challenging aquatic environments. His most cited work, "Underwater Sea Cucumbers Detection Based on Improved SSD" (2019, 14 citations), introduces a novel approach that combines Multi Scale Retinex image enhancement with a modified MobileNet-SSD architecture using depthwise separable convolutions. This method significantly improves the clarity and accuracy of detecting sea cucumbers in turbid underwater conditions, addressing a critical bottleneck in automated marine harvesting. Dr. Ma’s contributions bridge the gap between deep learning and practical underwater robotics, enabling real-time, efficient detection that reduces reliance on manual labor. His work has been instrumental in advancing precision aquaculture and marine resource management, with applications extending to environmental monitoring and underwater exploration. By integrating lightweight neural networks with robust image preprocessing, Dr. Ma has set a benchmark for deploying AI in resource-constrained underwater systems, making him a key figure in the intersection of computer vision and marine technology.