Hiroaki Inotsume

Carnegie Mellon University, NEC (Japan)

Papers

2

Total Citations

50

H-Index

2

About

Hiroaki Inotsume is a leading researcher in the fields of terramechanics, robotic locomotion, and autonomous systems, with a particular focus on the complex interactions between robots and deformable terrains like soil and sand. His major contributions include the development of the **Soil Optical Flow Technique (SOFT)** , a groundbreaking computer vision method that visualizes and quantifies machine-soil interactions in real time. This work, published in 2014 and garnering **40 citations**, allows researchers to analyze soil flow patterns and forces without intrusive sensors, advancing the design of wheels and tools for planetary rovers and agricultural vehicles. Inotsume has also pioneered **path negotiation algorithms for self-interested multirobot systems**, addressing the critical challenge of collision-free coordination in shared spaces without centralized control. His 2020 paper on this topic, with **10 citations**, provides foundational strategies for autonomous fleets in logistics and exploration. Beyond his published work, Inotsume is recognized for bridging experimental mechanics and computational modeling, enabling more efficient and adaptive robots for extreme environments. His research continues to shape how machines perceive and interact with their physical surroundings, making him a key figure in the evolution of intelligent, terrain-aware robotics.

Research Focus

Key Achievements

2
H-Index
2
Papers
50
Total Citations
25
Avg Citations/Paper
🏆 Most Cited Paper
Visualizing and Analyzing Machine‐soil Interactions using Computer Vision
40 citations · 2014
📈 Most Prolific Year: 2014 (1 Papers)
🤝 Key Collaborators: 8
🏛 Institutions: Carnegie Mellon University, NEC (Japan)

Top Papers

  1. 1
  2. 2

Key Collaborators

Contact & Links

Available for collaboration
Content generated · 12 days ago