PSA: I no longer have access to my university email address ([email protected] or [email protected]), so please contact me at [email protected].
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🔭 I’m currently working on several research publications in deep learning, computer vision, radar signal processing, and imaging.
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📫 How to reach me [email protected]
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📄 Know about my experiences www.linkedin.com/in/josiahwsmith
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⚡ Fun fact I love music, hiking, camping, and have lived around the world.
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I completed my PhD from The University of Texas at Dallas in 2022
- Novel Hybrid-Learning Algorithms for Improved Millimeter-Wave Imaging Systems (arXiv)
- Deep Learning-Based Multiband Signal Fusion for 3-D SAR Super-Resolution (arXiv, DOI)
- Efficient CNN-based Super Resolution Algorithms for mmWave Mobile Radar Imaging (arXiv, DOI)
- A Vision Transformer Approach for Efficient Near-Field Irregular SAR Super-Resolution (arXiv, DOI)
- Efficient 3-D Near-Field MIMO-SAR Imaging for Irregular Scanning Geometries (arXiv, DOI)
- An FCNN-Based Super-Resolution mmWave Radar Framework for Contactless Musical Instrument Interface (arXiv, DOI)
- Improved Static Hand Gesture Classification on Deep Convolutional Neural Networks using Novel Sterile Training Technique (arXiv, DOI)
- Near-Field MIMO-ISAR Millimeter-Wave Imaging (arXiv, DOI)
- Complex-Valued Neural Networks
- Simulating Radar and SAR Data
- Data-Driven Radar Image Enhancement (Computer Vision for Radar)
- MATLAB User Interfaces for Controlling SAR Scanners
- Embedded Synchronization Software for SAR Scanner Controllers
- Documentation and Introduction to Radar and SAR Principles
- Projects
- WISLAB-Specific
- Code for Papers
@article{smith2023deep,
title = {Deep Learning-Based Multiband Signal Fusion for {3-D} {SAR} Super-Resolution},
author = {Smith, J. W. and Torlak, M.},
year = 2023,
month = apr,
journal = {IEEE Trans. Aerosp. Electron. Syst.},
pages = {1--17}
}
@phdthesis{smith2022novel,
title = {Novel Hybrid-Learning Algorithms for Improved Millimeter-Wave Imaging Systems},
author = {Smith, J. W.},
year = 2022,
month = apr,
address = {Richardson, Texas, USA},
note = {Available at \url{https://arxiv.org/abs/2306.15341}},
school = {Dept. Elect. Comput. Eng., Univ. Texas Dallas},
type = {PhD dissertation}
}
@article{smith2022efficient,
title = {Efficient {3-D} Near-Field {MIMO-SAR} Imaging for Irregular Scanning Geometries},
author = {Smith, J. W. and Torlak, M.},
year = 2022,
month = jan,
journal = {IEEE Access},
volume = 10,
pages = {10283--10294}
}
@inproceedings{smith2022vision,
title = {A Vision Transformer Approach for Efficient Near-Field {SAR} Super-Resolution under Array Perturbation},
author = {Smith, J. W. and Alimam, Y. and Vedula, G. and Torlak, M.},
year = 2022,
month = apr,
booktitle = {Proc. IEEE Tex. Symp. Wirel. Microw. Circuits Syst. (WMCS)},
address = {Waco, TX, USA},
pages = {1--6}
}
@inproceedings{vasileiou2022efficient,
title = {Efficient {CNN}-Based Super Resolution Algorithms for {mmWave} Mobile Radar Imaging},
author = {Vasileiou, C. and Smith, J. W. and Thiagarajan, S. and Nigh, M. and Makris, Y. and Torlak, M.},
year = 2022,
month = oct,
booktitle = {Proc. IEEE Int. Conf. Image Process. (ICIP)},
address = {Bourdeaux, France},
pages = {3803--3807}
}
@article{smith2021improved,
title = {Improved Static Hand Gesture Classification on Deep Convolutional Neural Networks Using Novel Sterile Training Technique},
author = {Smith, J. W. and Thiagarajan, S. and Willis, R. and Makris, Y. and Torlak, M.},
year = 2021,
month = jan,
journal = {IEEE Access},
volume = 9,
pages = {10893--10902}
}
@article{smith2021fcnn,
title = {An {FCNN}-Based Super-Resolution {mmWave} Radar Framework for Contactless Musical Instrument Interface},
author = {Smith, J. W. and Furxhi, O. and Torlak, M.},
year = 2021,
month = may,
journal = {IEEE Trans. Multimedia},
volume = 24,
pages = {2315--2328}
}
@inproceedings{smith2020near,
title = {Near-Field {MIMO-ISAR} Millimeter-Wave Imaging},
author = {Smith, J. W. and Yanik, M. E. and Torlak, M.},
year = 2020,
month = sep,
booktitle = {Proc. IEEE Radar Conf. (RadarConf)},
address = {Florance, Italy},
pages = {1--6}
}
