■ Research Interests

• Artificial Intelligence (Computational Intelligence, Evolutionary Computation, Interactive Evolutionary Computation, Machine Learning),
• and its Application (Two-dimensional barcode, Image Processing, Natural Language Processing, Design Support etc.)

■ Projects

• Security of Deep Neural Networks
• Adversarial Attack on Image and Audio Recognition DNN
• Adversarial Attack on Depth Estimation DNN

• Applications of Evolutionary Computation to Computer Vision Problems
• Three-Dimensional Registration
• Design of Coded Apertures
• Estimation of Bidirectional Reflectance Distribution Function Parameters

• Cooperative Evolution by User and System (CEUS)
  • Two-dimensional Barcode design
  • Japanese Anagram Sentence Generation

• Applications to Two-Dimentional Barcodes
  • Non-Linear Distortion Correction
  • Illegal Copy Detection of Two-Dimensional Barcodes

• Error Detection of Oceanic Observation Data

■ Other Research Themes

• Evolutionary Computation
  • Interactive Evolutionary Computation
  • Multiple Solution Search
  • Optimization in Noisy Problems