Researcher's Information
Artificial Intelligence (AI);
AI + High-Performance Computing;
AI + IoT + Industry / Society;
AI + Cultural Heritage Reorganization and Protection;
AI + High-Performance Computing: We aim to realize the compact AI models by self-learning and self-optimizing for reducing the redundant calculation. Furthermore, we also design the FPGA-based hardware accelerators for realizing the high-performance AI which includes BNN, DNNs, etc. The technologies include AI models design, hardware architecture design (FPGA, SIMD).
AI + IoT + Industry / Society: These topics aim to combine AI and IoT for helping Industrial automation and building a safe and comfortable society. Industrial automation includes Fatigue Crack Growth Detection, Dirty Detection on Egg, etc. Safe and comfortable society creation includes Mask-Wearing Status Recognition and Person Identification, etc..
AI + Cultural Heritage Reorganization and Protection: There have been many ancient documents which contain a large number of potential knowledges, are waiting for being unlocking. In this study, we aim to reorganize and protect the ancient literature by AI and IoT techniques. The technologies include image processing, machine learning, deep learning, database, visualization, and so on.