Transformer-Based Super-Resolution Scanning Acoustic Imaging for Industrial Inspection
Date:
Conference Presentation at 2025 IEEE International Conference on Industrial Technology (ICIT), Wuhan, China, Wuhan, China
Presented the ICIT 2025 paper on SAMTransGAN, a Transformer-based super-resolution framework for high-resolution scanning acoustic imaging in industrial nondestructive testing.
Abstract
This presentation covered the development of SAMTransGAN, a GAN-plus-Transformer architecture for acoustic image super-resolution. It included dataset generation via a high-order degradation model, transfer learning, dynamic loss balancing, and a web-based deployment framework for industrial NDT applications.
Photos
IEEE ICIT 2025 — Wuhan, China
Oral presentation session