معرفی
Hiroshi Watanabe is a Professor at Waseda University's Department of Communications and Computer Engineering, School of Fundamental Science and Engineering. With a Doctor of Engineering from Hokkaido University (1985), his career spans NTT Human Interface Laboratories (1985-2000) and academic leadership at Waseda since 2000, including chairing ISO/IEC JTC 1/SC 29 (1999-2006). A Fellow of IEEE, IEICE, and other institutions, he focuses on image/video coding, machine vision, and multimedia distribution.
- Education: BE, ME, Ph.D. in Electronic Engineering (Hokkaido University)
- Professional Affiliations: IEEE, IEICE, IPSJ, ITE, IIEEJ
His research bridges image/video processing with deep learning, emphasizing machine-centric coding, real-time detection, and multimodal analysis. Key recent work includes:
- Novel image coding frameworks combining edge learning and diffusion models
- Super-resolution techniques for QR codes and medical imaging
- Advanced object detection using non-local modules and attention networks
- 3D pose estimation and point cloud analysis for robotics and healthcare
He has received prestigious awards including the 2005 Information Processing Society of Japan Standardization Contribution Award and multiple earlier honors. His recent publications (2024-2025) demonstrate leadership in machine vision coding, real-time medical detection, and multimodal signal processing, often integrating stable diffusion, feature fusion, and parameter-efficient models.