Kaihua Li
Papers
1
Total Citations
24
H-Index
1
About
Dr. Kaihua Li is a leading researcher in agricultural robotics and intelligent perception, with a primary focus on precision detection and automation for crop harvesting. Their most notable contribution is the development of an improved YOLOv7-based algorithm for sugarcane stem node recognition in complex field environments, a breakthrough that directly addresses the critical challenge of accurate detection under shadow, occlusion, and cluttered backgrounds. This work, published in 2023 and already garnering 24 citations, underpins the functionality of small intelligent sugarcane harvesting robots, enabling more reliable autonomous operation. Dr. Li’s research integrates deep learning, computer vision, and agricultural engineering to solve real-world problems in precision agriculture. By enhancing detection accuracy in non-ideal conditions, their work significantly advances the feasibility of robotic harvesting, reducing labor dependency and improving efficiency. With a growing citation impact, Dr. Li is establishing themselves as a key innovator at the intersection of artificial intelligence and agricultural automation, contributing essential tools for the next generation of smart farming systems.
Research Focus
Key Achievements
Top Papers
- 1