Impact of the Covid-19 pandemic on audiology service delivery: Observational study of the role of social media in patient communication
Journal Article
The Covid-19 pandemic has highlighted an era in hearing health care that necessitates a comprehensive rethinking of audiology service delivery. There has been a significant in...
Application of machine learning in predicting frailty syndrome in patients with heart failure
Journal Article
Szczepanowski, R., Uchmanowicz, I., Pasieczna-Dixit, A. H., Sobecki, J., Katarzyniak, R., Kołaczek, G., …Kahsin, A. (2024)
Application of machine learning in predicting frailty syndrome in patients with heart failure. Advances in Clinical and Experimental Medicine, 33(3), 309-315. https://doi.org/10.17219/acem/184040
Prevention and diagnosis of frailty syndrome (FS) in patients with heart failure (HF) require innovative systems to help medical personnel tailor and optimize their treatment ...
Guest Editorial: Special Issue on Physics-Informed Machine Learning
Journal Article
Piccialli, F., Raissi, M., Viana, F. A. C., Fortino, G., Lu, H., & Hussain, A. (2024)
Guest Editorial: Special Issue on Physics-Informed Machine Learning. IEEE Transactions on Artificial Intelligence, 5(3), 964-966. https://doi.org/10.1109/tai.2023.3342563
Opto-electrochemical variation with gel polymer electrolytes in transparent electrochemical capacitors for ionotronics
Journal Article
Kumar, C., Sebastian, A. K., Markapudi, P. R., Beg, M., Sundaram, S., Hussain, A., & Manjakkal, L. (2024)
Opto-electrochemical variation with gel polymer electrolytes in transparent electrochemical capacitors for ionotronics. Applied Physics Letters, 124(11), Article 111603. https://doi.org/10.1063/5.0190801
Advanced flexible ionotronic devices have found excellent applications in the next generation of electronic skin (e-skin) development for smart wearables, robotics, and prosth...
Deep Learning-Based Receiver Design for IoT Multi-User Uplink 5G-NR System
Conference Proceeding
Gupta, A., Bishnu, A., Ratnarajah, T., Adeel, A., Hussain, A., & Sellathurai, M. (2024)
Deep Learning-Based Receiver Design for IoT Multi-User Uplink 5G-NR System. In GLOBECOM 2023 - 2023 IEEE Global Communications Conference (4110-4115). https://doi.org/10.1109/globecom54140.2023.10437776
Designing an efficient receiver for multiple users transmitting orthogonal frequency-division multiplexing signals to the base station remain a challenging interference-limite...
BBox-Free SAR Ship Instance Segmentation Method Based on Gaussian Heatmap
Journal Article
Gao, F., Zhong, F., Sun, J., Hussain, A., & Zhou, H. (2024)
BBox-Free SAR Ship Instance Segmentation Method Based on Gaussian Heatmap. IEEE Transactions on Geoscience and Remote Sensing, 62, Article 5206218. https://doi.org/10.1109/tgrs.2024.3369614
Recently, deep learning methods have been widely adopted for ship detection in synthetic aperture radar (SAR) images. However, many of the existing methods miss adjacent ship ...
A novel generative adversarial network‐based super‐resolution approach for face recognition
Journal Article
Chougule, A., Kolte, S., Chamola, V., & Hussain, A. (in press)
A novel generative adversarial network‐based super‐resolution approach for face recognition. Expert Systems, https://doi.org/10.1111/exsy.13564
Face recognition is an essential feature required for a range of computer vision applications such as security, attendance systems, emotion detection, airport check-in, and ma...
Robust Real-time Audio-Visual Speech Enhancement based on DNN and GAN
Journal Article
The human auditory cortex contextually integrates audio-visual (AV) cues to better understand speech in a cocktail party situation. Recent studies have shown that AV speech en...
STIDNet: Identity-Aware Face Forgery Detection with Spatiotemporal Knowledge Distillation
Journal Article
Fang, M., Yu, L., Xie, H., Tan, Q., Tan, Z., Hussain, A., …Tian, Z. (in press)
STIDNet: Identity-Aware Face Forgery Detection with Spatiotemporal Knowledge Distillation. IEEE Transactions on Computational Social Systems, https://doi.org/10.1109/tcss.2024.3356549
The impressive development of facial manipulation techniques has raised severe public concerns. Identity-aware methods, especially suitable for protecting celebrities, are see...
Novel Category Discovery without Forgetting for Automatic Target Recognition
Journal Article
Huang, H., Gao, F., Sun, J., Wang, J., Hussain, A., & Zhou, H. (2024)
Novel Category Discovery without Forgetting for Automatic Target Recognition. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17, 4408-4420. https://doi.org/10.1109/jstars.2024.3358449
We explore a cutting-edge concept known as C lass Incremental Learning in N ovel Category Discovery for Synthetic Aperture Radar T argets (CNT). This innovative task involves ...