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)
Exponential Fusion of Interpolated Frames Network (EFIF-Net): Advancing Multi-Frame Image Super-Resolution with Convolutional Neural Networks, Hamed Elwarfalli (0009-0008-0658-3549), Dylan Flaute (0000-0001-5601-459X), and Russell C. Hardie (0000-0002-1216-3865)
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
Microscopic Nuclei Classification, Segmentation, and Detection with Improved Deep Convolutional Neural Networks (DCNN), Md Zahangir Alom (0000-0002-2314-1207), Vijayan K. Asari, Anil Parwani, and Tarek M. Taha
Towards Improved Inertial Navigation by Reducing Errors Using Deep Learning Methodology, Hua Chen, Tarek M. Taha, and Vamsy P. Chodavarapu
Circuit Optimization Techniques for Efficient Ex-Situ Training of Robust Memristor Based Liquid State Machine, Alex Henderson, Christopher Yakopcic, Cory Merkel, Steven Harbour, Tarek M. Taha, and Hananel Hazan
A Patient-Specific Algorithm for Lung Segmentation in Chest Radiographs, Manawaduge Supun De Silva (0000-0002-2316-9226), Barath Narayanan Narayanan (0000-0001-9648-5695), and Russell C. Hardie
A Deep Neural Network for Early Detection and Prediction of Chronic Kidney Disease, Vijendra Singh (0000-0001-5438-2188), Vijayan K. Asari (0000-0002-3751-5492), and Rajkumar Rajasekaran
Meltpondnet: A Swin Transformer U-Net For Detection of Melt Ponds on Arctic Sea Ice, Ivan Sudakow (0000-0003-2614-8794), Vijayan K. Asari (0000-0002-3751-5492), Ruixu Liu, and Denis Demchev (0000-0001-6907-1729)
A Progressive Learning Strategy for Large-Scale Glacier Mapping, Zhiyuan Xie (0000-0003-0372-7961), Umesh K. Haritashya (0000-0001-9527-954X), and Vijayan K. Asari (0000-0002-3751-5492)
GlacierNet2: A Hybrid Multi-Model Learning Architecture for Alpine Glacier Mapping, Zhiyuan Xie, Umesh K. Haritashya, Vijayan K. Asari, Michael P. Bishop, Jeffrey S. Kargel, and Theus Aspiras
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 (0000-0001-7380-2053), Russell C. Hardie (0000-0002-1216-3865), Michael A. Rucci, Richard Van Hook, and Barry K. Karch
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
A Unified Framework of Deep Learning-Based Facial Expression Recognition System for Diversified Applications, Sanoar Hossain (0000-0002-1232-7487), Saiyed Umer (0000-0002-1476-041X), Vijayan K. Asari (0000-0002-3751-5492), and Ranjeet Kumar Rout (0000-0002-1546-1702)
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)
IEEE Access Special Section Editorial: Trends and Advances in Bio-Inspired Image-Based Deep Learning Methodologies and Applications, Peter Peer, Carlos M. Travieso-Gonzalez, Vijayan K. Asari, and Malay Kishore Dutta
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
