Submissions from 2024
Intelligent Millimeter-Wave System for Human Activity Monitoring for Telemedicine, Abdullah K. Alhazmi (0009-0003-2781-7037), Mubarak A. Alanazi (0000-0001-9701-3761), Awwad H. Alshehry (0009-0001-0867-7791), Saleh M. Alshahry (0009-0006-2577-2834), Jennifer Jaszek, Cameron Djukic, Anna Brown, Kurt Jackson (0000-0002-8351-1927), and Vamsy P. Chodavarapu (0000-0001-9707-2964)
Submissions from 2022
Towards a Low-Cost Solution for Gait Analysis Using Millimeter Wave Sensor and Machine Learning, Mubarak A. Alanazi (0000-0001-9701-3761), Abdullah K. Alhazmi, Osama Alsattam (0000-0001-5964-1046), Kara Gnau, Meghan Brown, Shannon Thiel, Kurt Jackson (0000-0002-8351-1927), and Vamsy P. Chodavarapu (0000-0001-9707-2964)
IMNets: Deep Learning Using an Incremental Modular Network Synthesis Approach for Medical Imaging Applications, Redha A. Ali (0000-0002-0379-7313), Russell C. Hardie (0000-0002-1216-3865), Barath Narayanan Narayanan (0000-0001-9648-5695), and Temesguen Messay
Submissions from 2021
L's approach: illumination pattern estimation technique for optical microscopy, Charles Brookshire, Michael Uchic, Victoria Kramb, Tyler Lesthaeghe, and Keigo Hirakawa (0000-0002-0818-7688)
The Physics of Fire by Friction, Bradley D. Duncan
FIFNET: A convolutional neural network for motion-based multiframe super-resolution using fusion of interpolated frames, Hamed Elwarfalli and Russell C. Hardie
Resampling and Super-Resolution of Hexagonally Sampled Images Using Deep Learning, Dylan Flaute, Russell C. Hardie, and Hamed Elwarfalli
Application of tilt correlation statistics to anisoplanatic optical turbulence modeling and mitigation, Russell C. Hardie, Michael A. Rucci, Santasri Bose-Pillai, and Richard Van Hook
Tunable Optical Filter Using Phase Change Materials for Smart IR Night Vision Applications, Remona Heenkenda, Keigo Hirakawa (0000-0002-0818-7688), and Andrew Sarangan
Deep learning for anisoplanatic optical turbulence mitigation in long-range imaging, Matthew A. Hoffmire, Russell C. Hardie, Michael A. Rucci, Richard Van Hook, and Barry K. Karch
Color-compressive bilateral filter and nonlocal means for high-dimensional images, Christina Karam, Kenjiro Sugimoto, and Keigo Hirakawa (0000-0002-0818-7688)
Multi-Resolution Aitchison Geometry Image Denoising for Low-Light Photography, Sarah Miller, Chen Zhang, and Keigo Hirakawa (0000-0002-0818-768)
Simulation of anisoplanatic lucky look imaging and statistics through optical turbulence using numerical wave propagation, Michael A. Rucci, Russell C. Hardie, and Richard K. Martin
Scene motion detection in imagery with anisoplanatic optical turbulence using a tilt-variance-based gaussian mixture model, Richard L. Van Hook and Russell C. Hardie
Guest Editorial: Edge Intelligence for beyond 5G Networks, Yan Zhang, Zhiyong Feng, Hassnaa Moustafa, Feng Ye, Usman Javaid, and Chunfen Cui
Submissions from 2020
Ensemble Lung Segmentation System Using Deep Neural Networks, Redha A. Ali, Russell C. Hardie, and Hussin K. Ragb
Ensemble lung segmentation system using deep neural networks, Redha Ali, Russell C. Hardie, and Hussin K. Ragb
Mitosisnet: End-to-End Mitotic Cell Detection by Multi-Task Learning, Md Zahangir Alom (0000-0002-2314-1207), Theus Aspiras, Tarek M. Taha, Tj Bowen, and Vijayan K. Asari
Event probability mask (EPM) and event denoising convolutional neural network (EDNCNN) for neuromorphic cameras, R. Wes Baldwin, Mohammed Almatrafi, Vijayan K. Asari, and Keigo Hirakawa (0000-0002-0818-768)
Shift-And-Decorrelate Lifting: CAMRA for Lossless Intra Frame CFA Video Compression, Yeejin Lee and Keigo Hirakawa (0000-0002-0818-768)
Two-stage deep learning architecture for pneumonia detection and its diagnosis in chest radiographs, Barath Narayanan, Venkata Salini Priyamvada Davuluru, and Russell C. Hardie
Hybrid machine learning architecture for automated detection and grading of retinal images for diabetic retinopathy, Barath Narayanan, Barath Narayanan, Russell C. Hardie, Manawaduge Supun De Silva, and Nathaniel K. Kueterman
Patch-based gaussian mixture model for scene motion detection in the presence of atmospheric optical turbulence, Richard L. Van Hook and Russell C. Hardie
Submissions from 2019
Deep Learning Ensemble Methods for Skin Lesion Analysis towards Melanoma Detection, Redha Ali, Russell C. Hardie, Barath Narayanan, and Supun De Silva
A State-of-the-Art Survey on Deep Learning Theory and Architectures, Md Zahangir Alom, Tarek M. Taha, Christopher Yakopcic, Stefan Westberg, Paheding Sidike (0000-0003-4712-9672), Mst Shamima Nasrin, Mahmudul Hasan, Brian C. Van Essen, Abdul A. S. Awwal, and Vijayan K. Asari