Manh-Trung Le
Papers
1
Total Citations
2
H-Index
1
About
Dr. Manh-Trung Le is a robotics and computer vision researcher whose work focuses on advancing automated industrial manipulation through 3-D optical detection and imaging. His key research areas include robotic pick-and-place systems, 3-D object recognition, and machine vision for manufacturing automation. Dr. Le's most notable contribution is his 2012 paper proposing a novel method for automatic 3-D optical detection of randomly oriented industrial parts, which enables rapid robotic manipulation by accurately classifying surface characteristics through a developed imaging and processing algorithm. This work addresses a critical challenge in industrial automation: the need for fast, precise orientation detection of parts in unstructured environments. While his citation count stands at 2, the significance lies in the practical application—his method facilitates real-time 3-D geometry acquisition using a single optical sensor, reducing computational complexity and improving speed for real-world factory settings. Dr. Le's research bridges the gap between theoretical computer vision and practical robotics, offering solutions that enhance efficiency in manufacturing lines. His work remains relevant for engineers and researchers developing next-generation autonomous robotic systems for dynamic industrial tasks.
Research Focus
Key Achievements
Top Papers
- 1