Publications Showcase – Page 6 – Imaging Systems Laboratory

Robust level-set-based inverse lithography

Application of Tikhonov regularization to super-resolution reconstruction of brain MRI images

Level-set-based inverse lithography for photomask synthesis

Large-scale multi-class image-based cell classification with deep learning

Facial expression recognition using deep neural networks

Pixelated source mask optimization for process robustness in optical lithography

Three-dimensional microscopy and sectional image reconstruction using optical scanning holography

High-dimensional dense residual convolutional neural network for light field reconstruction

Machine learning for inverse lithography: using stochastic gradient descent for robust photomask synthesis

Reconstruction of sectional images in holography using inverse imaging