Submissions from 2021
DALES Objects: A Large Scale Benchmark Dataset for Instance Segmentation in Aerial Lidar, Nina M. Singer (0000-0001-5916-6425) and Vijayan K. Asari (0000-0002-3751-5492)
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
Evaluating Deep-Learning Models for Debris-Covered Glacier Mapping, Zhiyuan Xie, Vijayan K. Asari, and Umesh K. Haritashya
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
Ensemble Malware Classification System Using Deep Neural Networks, Barath Narayanan Narayanan (0000-0001-9648-5695) and Venkata Salini Priyamvada Davuluru
Transfer-to-Transfer Learning Approach for Computer Aided Detection of COVID-19 in Chest Radiographs, Barath Narayanan Narayanan (0000-0001-9648-5695), Russell C. Hardie (0000-0002-1216-3865), Vignesh Krishnaraja, Christina Karam, and Venkata Salini Priyamvada Davuluru
Conditional Generative Adversarial Network Demosaicing Strategy for Division of Focal Plane Polarimeters, Garrett Sargent, Bradley M. Ratliff, and Vijayan K. Asari
EV Charging Behavior Analysis Using Hybrid Intelligence for 5G Smart Grid, Yi Shen (0000-0002-9358-7650), Wei Fang, Feng Ye (0000-0002-2436-2300), and Michel Kadoch
Patch-based gaussian mixture model for scene motion detection in the presence of atmospheric optical turbulence, Richard L. Van Hook and Russell C. Hardie
Corrections to ‘‘GlacierNet: A Deep-Learning Approach for Debris-Covered Glacier Mapping’’, Zhiyuan Xie, Umesh K. Haritashya, Vijayan K. Asari, Brennan W. Young, Michael P. Bishop, and Jeffrey S. Kargel
GlacierNet: A Deep-Learning Approach for Debris-Covered Glacier Mapping, Zhiyuan Xie, Umesh K. Haritashya (0000-0001-9527-954X), Vijayan K. Asari, Brennan W. Young, Michael P. Bishop, and Jeffrey S. Kargel
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
Recurrent Residual U-Net for Medical Image Segmentation, Md Zahangir Alom, Christopher Yakopcic, Mahmudul Hasan, Tarek M. Taha, and Vijayan K. Asari
Active Recall Networks for Multiperspectivity Learning through Shared Latent Space Optimization, Theus Aspiras, Ruixu Liu, and Vijayan K. Asari
Fusion of interpolated frames superresolution in the presence of atmospheric optical turbulence, Russell C. Hardie, Michael A. Rucci, Barry K. Karch, Alexander J. Dapore, Douglas R. Droege, and Joseph C. French
Performance analysis of machine learning and deep learning architectures for malaria detection on cell images, Barath Narayanan, Redha Ali, and Russell C. Hardie
A Computationally Efficient U-Net Architecture for Lung Segmentation in Chest Radiographs, Barath Narayanan and Russell C. Hardie
