3D reconstruction for multimodality phase microscopy using boundary detection constraints. - Heidy Sierra; Dana H. Brooks; Charles A. DiMarzio (ISBI, 2010)

RCMDD: A Denoising Architecture for Improved Recovery of Reflectance Confocal Microscopy Images of Skin from Compressive Samples. - Fernando X. Arias; Heidy Sierra; Emmanuel Arzuaga (HealthCom, 2019)

A Framework For An Artificial Neural Network Enabled Single Pixel Hyperspectral Imager. - Fernando X. Arias; Heidy Sierra; Emmanuel Arzuaga (WHISPERS, 2019)

Single-Shot Multispectral Image Acquisition for Low-Altitude Remote Sensing using Light Diffraction Techniques. - Carlos Iturrino; Fernando X. Arias; Heidy Sierra; Emmanuel Arzuaga (WHISPERS, 2019)

A Pixel Level Scaled Fusion Model to Provide High Spatial-Spectral Resolution for Satellite Images Using LSTM Networks. - Carlos A. Theran; Michael A. Álvarez; Emmanuel Arzuaga; Heidy Sierra (WHISPERS, 2019)

Residual Neural Network Architectures to Improve Prediction Accuracy of Properties of Materials. - David Tatis; Heidy Sierra; Emmanuel Arzuaga (IEEE BigData, 2020)

Hyperspectral and Multispectral Image Fusion Using a Multi-Level Propagation Learning Network. - Carlos A. Theran; Michael A. Álvarez; Emmanuel Arzuaga; Heidy Sierra (WHISPERS, 2021)

Multi-source imagery fusion using deep learning in a cloud computing platform. - Carlos A. Theran; Michael A. Álvarez; Emmanuel Arzuaga; Heidy Sierra (CoRR, 2023)