Roshan M. D'Souza

35 papers B 1Misc 1Journal 27Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SLE-FNO: Single-Layer Extensions for Task-Agnostic Continual Learning in Fourier Neural Operators. CoRR Mahmoud Elhadidy, Roshan M. D'Souza, Amirhossein Arzani
2025	J	`jnl`	Input parameterized physics informed neural networks for de noising, super-resolution, and imaging artifact mitigation in time resolved three dimensional phase-contrast magnetic resonance imaging. Eng. Appl. Artif. Intell. Amin Pashaei Kalajahi, Hunor Csala, Zayeed Bin Mamun, Sangeeta Yadav, Omid Amili, Amirhossein Arzani, Roshan M. D'Souza
2023	J	`jnl`	Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation. J. Comput. Phys. Amirhossein Arzani, Kevin W. Cassel, Roshan M. D'Souza
2021	J	`jnl`	Integrating multi-fidelity blood flow data with reduced-order data assimilation. Comput. Biol. Medicine Milad Habibi, Roshan M. D'Souza, Scott T. M. Dawson, Amirhossein Arzani
2020	J	`jnl`	Super-resolution and denoising of 4D-Flow MRI using physics-Informed deep neural nets. Comput. Methods Programs Biomed. Mojtaba F. Fathi, Isaac Perez-Raya, Ahmadreza Baghaie, Philipp Berg, Gábor Janiga, Amirhossein Arzani, Roshan M. D'Souza
2019	J	`jnl`	An Application of Manifold Learning in Global Shape Descriptors. Algorithms Fereshteh S. Bashiri, Reihaneh Rostami, Peggy L. Peissig, Roshan M. D'Souza, Zeyun Yu
2019	J	`jnl`	An Application of Manifold Learning in Global Shape Descriptors. CoRR Fereshteh S. Bashiri, Reihaneh Rostami, Peggy L. Peissig, Roshan M. D'Souza, Zeyun Yu
2019	—	`conf`	Lung Nodule Classification Using Combined Deep and Spectral 3D Shape Features. BHI Fereshteh S. Bashiri, Jonathan C. Badger, Roshan M. D'Souza, Zeyun Yu, Peggy L. Peissig
2019	J	`jnl`	Multi-Modal Medical Image Registration with Full or Partial Data: A Manifold Learning Approach. J. Imaging Fereshteh S. Bashiri, Ahmadreza Baghaie, Reihaneh Rostami, Zeyun Yu, Roshan M. D'Souza
2018	J	`jnl`	A comparative study on the application of SIFT, SURF, BRIEF and ORB for 3D surface reconstruction of electron microscopy images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Ahmad Pahlavan Tafti, Ahmadreza Baghaie, Andrew B. Kirkpatrick, Jessica D. Holz, Heather A. Owen, Roshan M. D'Souza, Zeyun Yu
2018	J	`jnl`	Curvelet Transform-based volume fusion for correcting signal loss artifacts in Time-of-Flight Magnetic Resonance Angiography data. Comput. Biol. Medicine Ahmadreza Baghaie, Susanne Schnell, Ali Bakhshinejad, Mojtaba F. Fathi, Roshan M. D'Souza, Vitaliy L. Rayz
2018	J	`jnl`	Denoising and spatial resolution enhancement of 4D flow MRI using proper orthogonal decomposition and lasso regularization. Comput. Medical Imaging Graph. Mojtaba F. Fathi, Ali Bakhshinejad, Ahmadreza Baghaie, David Saloner, Raphael H. Sacho, Vitaliy L. Rayz, Roshan M. D'Souza
2018	Misc	`conf`	Object Detection to Assist Visually Impaired People: A Deep Neural Network Adventure. ISVC Fereshteh S. Bashiri, Eric LaRose, Jonathan C. Badger, Roshan M. D'Souza, Zeyun Yu, Peggy L. Peissig
2017	J	`jnl`	Dense Descriptors for Optical Flow Estimation: A Comparative Study. J. Imaging Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu
2017	J	`jnl`	Involuntary eye motion correction in retinal optical coherence tomography: Hardware or software solution? Medical Image Anal. Ahmadreza Baghaie, Zeyun Yu, Roshan M. D'Souza
2017	J	`jnl`	PI-FLAME: A parallel immune system simulator using the FLAME graphic processing unit environment. Simul. Shailesh Tamrakar, Paul Richmond, Roshan M. D'Souza
2015	J	`jnl`	Application of Independent Component Analysis Techniques in Speckle Noise Reduction of Single-Shot Retinal OCT Images. CoRR Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu
2015	—	`conf`	Dense Correspondence and Optical Flow Estimation Using Gabor, Schmid and Steerable Descriptors. ISVC (1) Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu
2015	—	`conf`	Sparse and low rank decomposition based batch image alignment for speckle reduction of retinal OCT images. ISBI Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu
2014	—	`conf`	Fast Mesh-Based Medical Image Registration. ISVC (2) Ahmadreza Baghaie, Zeyun Yu, Roshan M. D'Souza
2014	J	`jnl`	Fast Mesh-Based Medical Image Registration. CoRR Ahmadreza Baghaie, Zeyun Yu, Roshan M. D'Souza
2014	J	`jnl`	Sparse And Low Rank Decomposition Based Batch Image Alignment for Speckle Reduction of retinal OCT Images. CoRR Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu
2014	J	`jnl`	State-of-the-Art in Retinal Optical Coherence Tomography Image Analysis. CoRR Ahmadreza Baghaie, Roshan M. D'Souza, Zeyun Yu
2012	J	`jnl`	Data-parallel techniques for simulating a mega-scale agent-based model of systemic inflammatory response syndrome on graphics processing units. Simul. Samuel Alberts, Michael K. Keenan, Roshan M. D'Souza, Gary An
2012	J	`jnl`	Graphics processing unit based direct simulation Monte Carlo. Simul. Denis V. Gladkov, José Juan Tapia, Samuel Alberts, Roshan M. D'Souza
2011	—	`conf`	Accelerating the smoldyn spatial stochastic biochemical reaction network simulator using GPUs. SpringSim (HPC) Denis V. Gladkov, Samuel Alberts, Roshan M. D'Souza, Steven Andrews
2011	J	`jnl`	Parallelizing the Cellular Potts Model on graphics processing units. Comput. Phys. Commun. José Juan Tapia, Roshan M. D'Souza
2010	J	`jnl`	Applications of genetic algorithms in process planning: tool sequence selection for 2.5-axis pocket machining. J. Intell. Manuf. Zaryab Ahmad, Keyvan Rahmani, Roshan M. D'Souza
2009	B	`conf`	Data-Parallel Algorithms for Large-Scale Real-Time Simulation of the Cellular Potts Model on Graphics Processing Units. SMC José Juan Tapia, Roshan M. D'Souza
2009	—	`conf`	Data-parallel algorithms for agent-based model simulation of tuberculosis on graphics processing units. SpringSim Roshan M. D'Souza, Mikola Lysenko, Simeone Marino, Denise E. Kirschner
2009	J	`jnl`	Real-Time Machinability Analysis of Free Form Surfaces on the GPU. J. Comput. Inf. Sci. Eng. Mikola Lysenko, Roshan M. D'Souza, Keyvan Rahmani
2008	J	`jnl`	A Framework for Megascale Agent Based Model Simulations on Graphics Processing Units. J. Artif. Soc. Soc. Simul. Roshan M. D'Souza, Roshan D'Souza
2008	J	`jnl`	Improved Binary Space Partition merging. Comput. Aided Des. Roshan M. D'Souza, Roshan D'Souza, Ching-Kuan Shene
2006	J	`jnl`	Selecting an Optimal Tool Sequence for 2.5D Pocket Machining while Considering Tool Holder Collisions. J. Intell. Manuf. Roshan M. D'Souza
2006	J	`jnl`	Tool Sequence Selection for 2.5D Pockets with Uneven Stock. J. Comput. Inf. Sci. Eng. Roshan M. D'Souza