Joshua Liu

OverviewAI-generated summary

Joshua Liu's research investigates advancements in imaging and sensor technology, particularly for medical applications. His work includes the design of a five-axis laser cutting system for cranial implants and the development of a flexible ultrasound transducer for long-term post-operative monitoring of brain tumor regrowth. Liu has also focused on data-driven shape sensing for continuum dexterous manipulators, utilizing embedded capacitive and sliding resistive flex sensors.

Further research explores total body photography systems for optimizing in-focus surface coverage and addresses tactile data scarcity through scalable vision-to-touch alignment and generation, as demonstrated in the TacGen project. He has also examined the performance ceiling of classifiers using category-wise influence functions for Pareto frontier analysis. Liu's scholarly output includes eight publications with 13 citations and an h-index of 2. He has collaborated with Mehran Armand and Chenhan Zhang at the University of Arkansas at Fayetteville.

Metrics

• h-index: 2
• Publications: 8
• Citations: 13