구성원

PEOPLE & LIFE

강익성

Kang, Iksung

직위

조교수

주요 연구분야

AI & Machine Learning, Multimedia Signal Processing, Biomedical Engineering, Photonics

주요 연구

Computational Imaging, Physics-Informed AI, Adaptive Optics & Microscopy, 3D Metrology

소속연구실

Intelligence, Imaging & Integration Group

위치

LG이노베이션홀 (N24)

3113

연락처

7483

웹사이트

디비전

Signal

division

학위
Ph.D. (2022) MIT
대표업적
  • Adaptive optical correction for in vivo two-photon fluorescence microscopy with neural fields, Nature Methods, 2026.
  • Coordinate-based neural representations for computational adaptive optics in widefield microscopy, Nature Machine Intelligence, 2024
  • Accelerated deep self-supervised ptycho-laminography for three-dimensional nanoscale imaging of integrated circuits, Optica, 2023
  • Attentional Ptycho-Tomography (APT) for three-dimensional nanoscale X-ray imaging with minimal data acquisition and computation time, Light: Science & Applications, 2023.
  • Simultaneous spectral recovery and CMOS micro-LED holography with an untrained deep neural network, Optica, 2022
  • Dynamical machine learning volumetric reconstruction of objects’ interiors from limited angular views, Light: Science & Applications, 2021.