Roman Jacome
Roman Jacome
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I am a master's student in applied mathematics at Universidad Industrial de Santander, Colombia. My main research topics include inverse problems in imaging, signal processing, hyperspectral imaging, optical coding design, and integrated sensing and communications. I am member of the high dimensional signal processing research group under the direction of Professor Henry Arguello.
I received my B.S. degree in electrical engineering in 2021 from Universidad Industrial de Santander, Bucaramanga, Colombia.Â
Publications
Publications
Optical Solutions for Spectral Imaging Inverse Problems with a Shift-Variant System.
Optical Solutions for Spectral Imaging Inverse Problems with a Shift-Variant System.
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops
Sergio Urrea, Roman Jacome, M. Salman Asif, Henry Arguello, Hans Garcia
Octonion Phase Retrieval
Octonion Phase Retrieval
ArXiv Pre-Print
Roman Jacome, Kumar Vijay Mishra, Brian M Sadler, Henry Arguello
Dual-Blind Deconvolution for Overlaid Radar-Communications Systems
Dual-Blind Deconvolution for Overlaid Radar-Communications Systems
IEEE Journal on Selected Areas in Information Theory
Edwin Vargas, Kumar Vijay Mishra, Roman Jacome, Brian M Sadler, Henry Arguello
Stochastic Deep Image Prior for Multishot Compressive Spectral Image Fusion
Stochastic Deep Image Prior for Multishot Compressive Spectral Image Fusion
2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops
Roman Jacome, Brayan Monroy, Jorge Bacca, Henry Arguello
Multi-Antenna Dual-Blind Deconvolution for Joint Radar-Communications via SoMAN Minimization
Multi-Antenna Dual-Blind Deconvolution for Joint Radar-Communications via SoMAN Minimization
ArXiv Pre-Print
Roman Jacome, Edwin Vargas, Kumar Vijay Mishra, Brian M Sadler, Henry Arguello
Divergence-Based Regularization for End-to-End Sensing Matrix Optimization in Compressive Sampling Systems
Divergence-Based Regularization for End-to-End Sensing Matrix Optimization in Compressive Sampling Systems
SIGNAL 2023
Roman Jacome, Henry Arguello, Alejandra Hernandez-Rojas, Paul Goyes-Penafiel
LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance Regularization
LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance Regularization
2023 Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops
Emmanuel Martinez, Roman Jacome, Alejandra Hernandez-Rojas, Henry Arguello
D2UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion
D2UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion
IEEE Journal of Selected Topics in Signal Processing
Roman Jacome, Jorge Bacca, Henry Arguello
Probabilistic regularization for end-to-end optimization in compressive imaging
Probabilistic regularization for end-to-end optimization in compressive imaging
Computational Optical Sensing and Imaging
Roman Jacome, Alejandra Hernandez-Rojas, Henry Arguello
Multi-dimensional dual-blind deconvolution approach toward joint radar-communications
Multi-dimensional dual-blind deconvolution approach toward joint radar-communications
2022 IEEE 23rd International Workshop on Signal Processing Advances in Wireless Communication (SPAWC)
Roman Jacome, Kumar Vijay Mishra, Edwin Vargas, Brian M Sadler, Henry Arguello
Joint radar-communications processing from a dual-blind deconvolution perspective
Joint radar-communications processing from a dual-blind deconvolution perspective
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Edwin Vargas, Kumar Vijay Mishra, Roman Jacome, Brian M Sadler, Henry Arguello
Deep-fusion: An end-to-end approach for compressive spectral image fusion
Deep-fusion: An end-to-end approach for compressive spectral image fusion
2021 IEEE International Conference on Image Processing (ICIP)
Roman Jacome, Jorge Bacca, Henry Arguello
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