Gustavo K. Rohde

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 65

Top Venues

CoRR

IEEE J. Biomed. Health Informatics

ISBI

ICLR

Publications

Abu Hasnat Mohammad Rubaiyat, Shiying Li, Xuwang Yin, Mohammad Shifat-E.-Rabbi, Yan Zhuang, Gustavo K. Rohde
End-to-End Signal Classification in Signed Cumulative Distribution Transform Space. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Rocio Diaz Martin, Ivan Vladimir Medri, Yikun Bai, Xinran Liu, Kangbai Yan, Gustavo K. Rohde, Soheil Kolouri
LCOT: Linear Circular Optimal Transport. ICLR (2024)
Mohamed Abul Hassan, Xuwang Yin, Yan Zhuang, Chad M. Aldridge, Timothy McMurry, Andrew M. Southerland, Gustavo K. Rohde
A Digital Camera-Based Eye Movement Assessment Method for NeuroEye Examination. IEEE J. Biomed. Health Informatics 28 (2) (2024)
Mohammad Shifat-E.-Rabbi, Naqib Sad Pathan, Shiying Li, Yan Zhuang, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde
Linear optimal transport subspaces for point set classification. CoRR (2024)
Abu Hasnat Mohammad Rubaiyat, Duy H. Thai, Jonathan M. Nichols, Meredith N. Hutchinson, Samuel P. Wallen, Christina J. Naify, Nathan Geib, Michael R. Haberman, Gustavo K. Rohde
System Identification Using the Signed Cumulative Distribution Transform In Structural Health Monitoring Applications. CoRR (2023)
Le Gong, Shiying Li, Naqib Sad Pathan, Mohammad Shifat-E.-Rabbi, Gustavo K. Rohde, Abu Hasnat Mohammad Rubaiyat, Sumati Thareja
The Radon Signed Cumulative Distribution Transform and its applications in classification of Signed Images. CoRR (2023)
Mohammad Shifat E. Rabbi, Abu Hasnat Mohammad Rubaiyat, Yan Zhuang, Gustavo K. Rohde
A sliced-Wasserstein distance-based approach for out-of-class-distribution detection. CoRR (2023)
Rocio Diaz Martin, Ivan Medri, Yikun Bai, Xinran Liu, Kangbai Yan, Gustavo K. Rohde, Soheil Kolouri
LCOT: Linear circular optimal transport. CoRR (2023)
Mohamed Abul Hassan, Chad M. Aldridge, Yan Zhuang, Xuwang Yin, Timothy McMurry, Gustavo K. Rohde, Andrew M. Southerland
Approach to Quantify Eye Movements to Augment Stroke Diagnosis With a Non-Calibrated Eye-Tracker. IEEE Trans. Biomed. Eng. 70 (6) (2023)
Mohammad Shifat-E.-Rabbi, Yan Zhuang, Shiying Li, Abu Hasnat Mohammad Rubaiyat, Xuwang Yin, Gustavo K. Rohde
Invariance encoding in sliced-Wasserstein space for image classification with limited training data. Pattern Recognit. 137 (2023)
Shiying Li, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde
Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Aanalysis. TAG-ML (2022)
Abu Hasnat Mohammad Rubaiyat, Shiying Li, Xuwang Yin, Mohammad Shifat-E.-Rabbi, Yan Zhuang, Gustavo K. Rohde
End-to-End Signal Classification in Signed Cumulative Distribution Transform Space. CoRR (2022)
Abu Hasnat Mohammad Rubaiyat, Mohammad Shifat-E.-Rabbi, Yan Zhuang, Shiying Li, Gustavo K. Rohde
Nearest Subspace Search in The Signed Cumulative Distribution Transform Space For 1d Signal Classification. ICASSP (2022)
Yan Zhuang, Shiying Li, Mohammad Shifat-E.-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde
Local Sliced-Wasserstein Feature Sets for Illumination-invariant Face Recognition. CoRR (2022)
Xuwang Yin, Shiying Li, Gustavo K. Rohde
Learning Energy-Based Models with Adversarial Training. ECCV (5) (2022)
Sumati Thareja, Gustavo K. Rohde, Rocio Diaz Martin, Ivan Medri, Akram Aldroubi
Signed Cumulative Distribution Transform for Parameter Estimation of 1-D Signals. CoRR (2022)
Mohammad Shifat-E.-Rabbi, Yan Zhuang, Shiying Li, Abu Hasnat Mohammad Rubaiyat, Xuwang Yin, Gustavo K. Rohde
Invariance encoding in sliced-Wasserstein space for image classification with limited training data. CoRR (2022)
Shiying Li, Abu Hasnat Mohammad Rubaiyat, Gustavo K. Rohde
Geodesic Properties of a Generalized Wasserstein Embedding for Time Series Analysis. CoRR (2022)
Yan Zhuang, Mark M. McDonald, Chad M. Aldridge, Mohamed Abul Hassan, Omar Uribe, Daniel Arteaga, Andrew M. Southerland, Gustavo K. Rohde
Video-Based Facial Weakness Analysis. IEEE Trans. Biomed. Eng. 68 (9) (2021)
Shinjini Kundu, Beth G. Ashinsky, Mustapha Bouhrara, Erik B. Dam, Shadpour Demehri, Mohammad Shifat-E.-Rabbi, Richard G. Spencer, Kenneth L. Urish, Gustavo K. Rohde
Reply to Roemer and Guermazi: Early biochemical changes on MRI can predict risk of symptomatic progression. Proc. Natl. Acad. Sci. USA 118 (11) (2021)
Ke Wang, Gustavo K. Rohde, Jian Xiao
Edge feature enhancement approach using hilbert transform of Cauchy distribution and its applications. IET Image Process. 15 (12) (2021)
Mohammad Shifat-E.-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Shiying Li, Soheil Kolouri, Akram Aldroubi, Jonathan M. Nichols, Gustavo K. Rohde
Radon Cumulative Distribution Transform Subspace Modeling for Image Classification. J. Math. Imaging Vis. 63 (9) (2021)
Mohamed Abul Hassan, Xuwang Yin, Yan Zhuang, Chad M. Aldridge, Timothy McMurry, Andrew M. Southerland, Gustavo K. Rohde
A Pilot Study on Video-based Eye Movement Assessment of the NeuroEye Examination. BHI (2021)
Akram Aldroubi, Rocio Diaz Martin, Ivan Medri, Gustavo K. Rohde, Sumati Thareja
The Signed Cumulative Distribution Transform for 1-D Signal Analysis and Classification. CoRR (2021)
Soheil Kolouri, Navid Naderializadeh, Gustavo K. Rohde, Heiko Hoffmann
Wasserstein Embedding for Graph Learning. ICLR (2021)
Mohammad Shifat-E.-Rabbi, Xuwang Yin, Abu Hasnat Mohammad Rubaiyat, Shiying Li, Soheil Kolouri, Akram Aldroubi, Jonathan M. Nichols, Gustavo K. Rohde
Radon cumulative distribution transform subspace modeling for image classification. CoRR (2020)
Yan Zhuang, Mohamed Hassan, Chad M. Aldridge, Xuwang Yin, Timothy McMurry, Andrew M. Southerland, Gustavo K. Rohde
Poster: A Pilot Study On Camera-based Neurological Deficit Detection. CHASE (2020)
Akram Aldroubi, Shiying Li, Gustavo K. Rohde
Partitioning signal classes using transport transforms for data analysis and machine learning. CoRR (2020)
Soheil Kolouri, Xuwang Yin, Gustavo K. Rohde
Neural Networks, Hypersurfaces, and the Generalized Radon Transform [Lecture Notes]. IEEE Signal Process. Mag. 37 (4) (2020)
Yan Zhuang, Mark M. McDonald, Omar Uribe, Xuwang Yin, Dhyey Parikh, Andrew Southerland, Gustavo K. Rohde
Facial Weakness Analysis and Quantification of Static Images. IEEE J. Biomed. Health Informatics 24 (8) (2020)
Abu Hasnat Mohammad Rubaiyat, Kyla M. Hallam, Jonathan M. Nichols, Meredith N. Hutchinson, Shiying Li, Gustavo K. Rohde
Parametric Signal Estimation Using the Cumulative Distribution Transform. IEEE Trans. Signal Process. 68 (2020)
Xuwang Yin, Shiying Li, Gustavo K. Rohde
Analyzing and Improving Generative Adversarial Training for Generative Modeling and Out-of-Distribution Detection. CoRR (2020)
Shinjini Kundu, Beth G. Ashinsky, Mustapha Bouhrara, Erik B. Dam, Shadpour Demehri, Mohammad Shifat-E.-Rabbi, Richard G. Spencer, Kenneth L. Urish, Gustavo K. Rohde
Enabling early detection of osteoarthritis from presymptomatic cartilage texture maps via transport-based learning. Proc. Natl. Acad. Sci. USA 117 (40) (2020)
Soheil Kolouri, Navid Naderializadeh, Gustavo K. Rohde, Heiko Hoffmann
Wasserstein Embedding for Graph Learning. CoRR (2020)
Xuwang Yin, Soheil Kolouri, Gustavo K. Rohde
GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification. ICLR (2020)
Xuwang Yin, Soheil Kolouri, Gustavo K. Rohde
Divide-and-Conquer Adversarial Detection. CoRR (2019)
Bruce A. Corliss, H. Clifton Ray, James T. Patrie, Jennifer Mansour, Sam Kesting, Janice H. Park, Gustavo K. Rohde, Paul A. Yates, Kevin A. Janes, Shayn M. Peirce
CIRCOAST: a statistical hypothesis test for cellular colocalization with network structures. Bioinform. 35 (4) (2019)
Soheil Kolouri, Xuwang Yin, Gustavo K. Rohde
Neural Networks, Hypersurfaces, and Radon Transforms. CoRR (2019)
Soheil Kolouri, Phillip E. Pope, Charles E. Martin, Gustavo K. Rohde
Sliced Wasserstein Auto-Encoders. ICLR (Poster) (2019)
Soheil Kolouri, Kimia Nadjahi, Umut Simsekli, Roland Badeau, Gustavo K. Rohde
Generalized Sliced Wasserstein Distances. NeurIPS (2019)
Yan Zhuang, Omar Uribe, Mark M. McDonald, Xuwang Yin, Dhyey Parikh, Andrew Southerland, Gustavo K. Rohde
F-DIT-V: An Automated Video Classification Tool for Facial Weakness Detection. BHI (2019)
Bruce A. Corliss, H. Clifton Ray, James T. Patrie, Jennifer Mansour, Sam Kesting, Janice H. Park, Gustavo K. Rohde, Paul A. Yates, Kevin A. Janes, Shayn M. Peirce
CIRCOAST: a statistical hypothesis test for cellular colocalization with network structures. Bioinform. 35 (3) (2019)
Miao Yang, Jintong Hu, Chongyi Li, Gustavo K. Rohde, Yixiang Du, Ke Hu
An In-Depth Survey of Underwater Image Enhancement and Restoration. IEEE Access 7 (2019)
Soheil Kolouri, Kimia Nadjahi, Umut Simsekli, Roland Badeau, Gustavo K. Rohde
Generalized Sliced Wasserstein Distances. CoRR (2019)
Chi Liu, Yue Huang, John A. Ozolek, Matthew G. Hanna, Rajendra Singh, Gustavo K. Rohde
SetSVM: An Approach to Set Classification in Nuclei-Based Cancer Detection. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Shinjini Kundu, Soheil Kolouri, Kirk I. Erickson, Arthur F. Kramer, Edward McAuley, Gustavo K. Rohde
Discovery and visualization of structural biomarkers from MRI using transport-based morphometry. NeuroImage 167 (2018)
Liam Cattell, Gustavo K. Rohde
Transport-Based Pattern Theory: A Signal Transformation Approach. CoRR (2018)
Soheil Kolouri, Gustavo K. Rohde, Heiko Hoffmann
Sliced Wasserstein Distance for Learning Gaussian Mixture Models. CVPR (2018)
Soheil Kolouri, Charles E. Martin, Gustavo K. Rohde
Sliced-Wasserstein Autoencoder: An Embarrassingly Simple Generative Model. CoRR (2018)
Yan Zhuang, Omar Uribe, Mark M. McDonald, Iris Lin, Daniel Arteaga, William Dalrymple, Bradford Worrall, Andrew Southerland, Gustavo K. Rohde
Pathological facial weakness detection using computational image analysis. ISBI (2018)
Juhun Lee, Robert M. Nishikawa, Gustavo K. Rohde
Detecting mammographically-occult cancer in women with dense breasts using Radon Cumulative Distribution Transform: a preliminary analysis. Medical Imaging: Computer-Aided Diagnosis (2018)
Cailey E. Fitzgerald, Liam Cattell, Gustavo K. Rohde
Training classifiers with limited data using the Radon cumulative distribution transform. Medical Imaging: Image Processing (2018)
Yue Huang, Han Zheng, Chi Liu, Gustavo K. Rohde, Delu Zeng, Jiaqi Wang, Xinghao Ding
Epithelium-stroma classification in histopathological images via convolutional neural networks and self-taught learning. ICASSP (2017)
Liam Cattell, Craig H. Meyer, Frederick H. Epstein, Gustavo K. Rohde
Reconstructing high-resolution cardiac MR movies from under-sampled frames. ACSSC (2017)
Soheil Kolouri, Se Rim Park, Matthew Thorpe, Dejan Slepcev, Gustavo K. Rohde
Optimal Mass Transport: Signal processing and machine-learning applications. IEEE Signal Process. Mag. 34 (4) (2017)
Soheil Kolouri, Gustavo K. Rohde, Heiko Hoffmann
Sliced Wasserstein Distance for Learning Gaussian Mixture Models. CoRR (2017)
Shinjini Kundu, Soheil Kolouri, Kirk I. Erickson, Arthur F. Kramer, Edward McAuley, Gustavo K. Rohde
Discovery and visualization of structural biomarkers from MRI using transport-based morphometry. CoRR (2017)
Matthew Thorpe, Serim Park, Soheil Kolouri, Gustavo K. Rohde, Dejan Slepcev
Distance for Signal Analysis. J. Math. Imaging Vis. 59 (2) (2017)
Yue Huang, Han Zheng, Chi Liu, Xinghao Ding, Gustavo K. Rohde
Epithelium-Stroma Classification via Convolutional Neural Networks and Unsupervised Domain Adaptation in Histopathological Images. IEEE J. Biomed. Health Informatics 21 (6) (2017)
Soheil Kolouri, Se Rim Park, Gustavo K. Rohde
The Radon Cumulative Distribution Transform and Its Application to Image Classification. IEEE Trans. Image Process. 25 (2) (2016)
Soheil Kolouri, Serim Park, Matthew Thorpe, Dejan Slepcev, Gustavo K. Rohde
Transport-based analysis, modeling, and learning from signal and data distributions. CoRR (2016)
Matthew Thorpe, Serim Park, Soheil Kolouri, Gustavo K. Rohde, Dejan Slepcev
Distance for Signal Analysis. CoRR (2016)
Soheil Kolouri, Akif Burak Tosun, John A. Ozolek, Gustavo K. Rohde
A continuous linear optimal transport approach for pattern analysis in image datasets. Pattern Recognit. 51 (2016)
Chi Liu, Yue Huang, Ligong Han, John A. Ozolek, Gustavo K. Rohde
Hierarchical Feature Extraction for Nuclear Morphometry-Based Cancer Diagnosis. LABELS/DLMIA@MICCAI (2016)
Soheil Kolouri, Yang Zou, Gustavo K. Rohde
Sliced Wasserstein Kernels for Probability Distributions. CVPR (2016)
Soheil Kolouri, Se Rim Park, Gustavo K. Rohde
The Radon cumulative distribution transform and its application to image classification. CoRR (2015)
Gregory R. Johnson, Jieyue Li, Aabid Shariff, Gustavo K. Rohde, Robert F. Murphy
Automated Learning of Subcellular Variation among Punctate Protein Patterns and a Generative Model of Their Relation to Microtubules. PLoS Comput. Biol. 11 (12) (2015)
Soheil Kolouri, Yang Zou, Gustavo K. Rohde
Sliced Wasserstein Kernels for Probability Distributions. CoRR (2015)
Soheil Kolouri, Gustavo K. Rohde
Transport-based single frame super resolution of very low resolution face images. CVPR (2015)
Se Rim Park, Soheil Kolouri, Shinjini Kundu, Gustavo K. Rohde
The Cumulative Distribution Transform and Linear Pattern Classification. CoRR (2015)
Soheil Kolouri, Dejan Slepcev, Gustavo K. Rohde
A symmetric deformation-based similarity measure for shape analysis. ISBI (2015)
John A. Ozolek, Akif Burak Tosun, Wei Wang, Cheng Chen, Soheil Kolouri, Saurav Basu, Hu Huang, Gustavo K. Rohde
Accurate diagnosis of thyroid follicular lesions from nuclear morphology using supervised learning. Medical Image Anal. 18 (5) (2014)
Soheil Kolouri, Gustavo K. Rohde
Quantifying and visualizing variations in sets of images using continuous linear optimal transport. Medical Imaging: Image Processing (2014)
Hu Huang, Akif Burak Tosun, Jia Guo, Cheng Chen, Wei Wang, John A. Ozolek, Gustavo K. Rohde
Cancer diagnosis by nuclear morphometry using spatial information. Pattern Recognit. Lett. 42 (2014)
Akif Burak Tosun, Oleksandr Yergiyev, Soheil Kolouri, Jan F. Silverman, Gustavo K. Rohde
Novel computer-aided diagnosis of mesothelioma using nuclear structure of mesothelial cells in effusion cytology specimens. Medical Imaging: Digital Pathology (2014)
Soheil Kolouri, Saurav Basu, Gustavo K. Rohde
Learning and visualizing statistical relationships between protein distributions from microscopy images. ISBI (2014)
Gustavo K. Rohde, Frank Bucholtz, Jonathan M. Nichols
Maximum empirical likelihood estimation of time delay in independently and identically distributed noise. IET Signal Process. 8 (7) (2014)
Jia Guo, Hu Huang, Cheng Chen, Gustavo K. Rohde
Optimized Nonlinear Discriminant Analysis (ONDA) for Supervised Pixel Classification. IEEE Signal Process. Lett. 20 (12) (2013)
Wei Wang, Dejan Slepcev, Saurav Basu, John A. Ozolek, Gustavo K. Rohde
A Linear Optimal Transportation Framework for Quantifying and Visualizing Variations in Sets of Images. Int. J. Comput. Vis. 101 (2) (2013)
Gustavo K. Rohde, Wei Wang, Saurav Basu, Dejan Slepcev
A linear transport-based embedding method for analyzing biomedical images. ACSCC (2012)
Cheng Chen, Wei Wang, John A. Ozolek, Nuno Lages, Steven J. Altschuler, Lani F. Wu, Gustavo K. Rohde
A template matching approach for segmenting microscopy images. ISBI (2012)
Aabid Shariff, Robert F. Murphy, Gustavo K. Rohde
Automated estimation of microtubule model parameters from 3-D live cell microscopy images. ISBI (2011)
Wei Wang, John A. Ozolek, Dejan Slepcev, Ann B. Lee, Cheng Chen, Gustavo K. Rohde
An Optimal Transportation Approach for Nuclear Structure-Based Pathology. IEEE Trans. Medical Imaging 30 (3) (2011)
Wei Wang, Yilin Mo, John A. Ozolek, Gustavo K. Rohde
Penalized Fisher discriminant analysis and its application to image-based morphometry. Pattern Recognit. Lett. 32 (15) (2011)
Cheng Chen, John A. Ozolek, Wei Wang, Gustavo K. Rohde
A General System for Automatic Biomedical Image Segmentation Using Intensity Neighborhoods. Int. J. Biomed. Imaging 2011 (2011)
Wei Wang, Yilin Mo, John A. Ozolek, Gustavo K. Rohde
Characterizing morphology differences from image data using a modified fisher criterion. ISBI (2011)
Cheng Chen, John A. Ozolek, Wei Wang, Gustavo K. Rohde
A pixel classification system for segmenting biomedical images using intensity neighborhoods and dimension reduction. ISBI (2011)
Wei Wang, Cheng Chen, Tao Peng, Dejan Slepcev, John A. Ozolek, Gustavo K. Rohde
A graph-based method for detecting characteristic phenotypes from biomedical images. ISBI (2010)
Tao Peng, Wei Wang, Gustavo K. Rohde, Robert F. Murphy
Instance-Based Generative Biological Shape Modeling. ISBI (2009)
Gustavo K. Rohde, Akram Aldroubi, Dennis M. Healy Jr.
Interpolation Artifacts in Sub-Pixel Image Registration. IEEE Trans. Image Process. 18 (2) (2009)
Christina A. Hallock, Inci Ozgunes, Ramamurthy Bhagavatula, Gustavo K. Rohde, Justin C. Crowley, Christina E. Onorato, Abhay Mavalankar, Amina Chebira, Chuen Hwa Tan, Markus Püschel, Jelena Kovacevic
Axonal bouton modeling, detection and distribution analysis for the study of neural circuit organization and plasticity. ISBI (2008)
Gustavo K. Rohde, Wei Wang, Tao Peng, Robert F. Murphy
Deformation-based nonlinear dimension reduction: Applications to nuclear morphometry. ISBI (2008)
Amina Chebira, John A. Ozolek, Carlos A. Castro, William G. Jenkinson, Mukta Gore, Ramamurthy Bhagavatula, Irina Khaimovich, Shauna E. Ormon, Christopher S. Navara, Meena Sukhwani, Kyle E. Orwig, Ahmi Ben-Yehudah, Gerald Schatten, Gustavo K. Rohde, Jelena Kovacevic
Multiresolution identification of germ layer components in teratomas derived from human and nonhuman primate embryonic stem cells. ISBI (2008)
Gustavo K. Rohde, Dennis M. Healy Jr., Carlos Alberto Berenstein, Akram Aldroubi
Interpolation Artifacts in Biomedical Image Registration. ISBI (2007)
Dennis M. Healy Jr., Gustavo K. Rohde
Fast Global Image Registration Using Random Projections. ISBI (2007)
Jay B. West, Calvin R. Maurer Jr., John R. Dooley, Gustavo K. Rohde
Deformable registration of abdominal CT images: tissue stiffness constraints using B-splines. Medical Imaging: Image Processing (2006)
Gustavo K. Rohde, Dennis M. Healy Jr., Carlos Alberto Berenstein, Akram Aldroubi, Daniel N. Rockmore
Stochastic Analysis of Geometric Image Processing Using B-Splines. ICASSP (5) (2006)
Gustavo K. Rohde, Dennis M. Healy Jr., Carlos Alberto Berenstein, Akram Aldroubi
Measuring image similarity to sub-pixel accuracy. ISBI (2006)
Gustavo K. Rohde, Alan S. Barnett, Peter J. Basser, Carlo Pierpaoli
Estimating intensity variance due to noise in registered images: Applications to diffusion tensor MRI. NeuroImage 26 (3) (2005)
Gustavo K. Rohde, Benoit M. Dawant, Shien-Fong Lin
Correction of motion artifact in cardiac optical mapping using image registration. IEEE Trans. Biomed. Eng. 52 (2) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gustavo K. Rohde