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2020 – today
- 2023
[c16]Sarah M. Muller, Sundaresh Ram, Katie J. Bayfield, Julia H. Reuter, Sonja Gestewitz, Lifeng Yu, Mark Oliver Wielpütz, Hans-Ulrich Kauczor, Claus Peter Heussel, Terry E. Robinson, Brian J. Bartholmai, Charles R. Hatt, Paul D. Robinson, Craig J. Galbán, Oliver Weinheimer:
Deep Learning-Based Air Trapping Quantification Using Paired Inspiratory-Expiratory Ultra-low Dose CT. MICCAI (3) 2023: 432-441- 2022
- [j8]Xin Gao
, Sundaresh Ram, Rohit C. Philip, Jeffrey J. Rodríguez, Jeno Szep, Sicong Shao, Pratik Satam, Jesús Pacheco, Salim Hariri:
Selecting Post-Processing Schemes for Accurate Detection of Small Objects in Low-Resolution Wide-Area Aerial Imagery. Remote. Sens. 14(2): 255 (2022) - 2021
- [j7]Sree Ramya S. P. Malladi, Sundaresh Ram, Jeffrey J. Rodríguez:
Image Denoising Using Superpixel-Based PCA. IEEE Trans. Multim. 23: 2297-2309 (2021) - [i3]Sundaresh Ram, Wenfei Tang, Alexander J. Bell, Cara Spencer, Alexander Buschhaus, Charles R. Hatt, Marina Pasca diMagliano, Jeffrey J. Rodríguez, Stefanie Galban, Craig J. Galbán:
Lung Cancer Lesion Detection in Histopathology Images Using Graph-Based Sparse PCA Network. CoRR abs/2110.14728 (2021) - 2020
- [j6]Xin Gao, Jeno Szep, Pratik Satam, Salim Hariri, Sundaresh Ram, Jeffrey J. Rodríguez:
Spatio-Temporal Processing for Automatic Vehicle Detection in Wide-Area Aerial Video. IEEE Access 8: 199562-199572 (2020) - [j5]Xin Gao, Sundaresh Ram, Jeffrey J. Rodríguez:
Correction to: A post-processing scheme for the performance improvement of vehicle detection in wide-area aerial imagery. Signal Image Video Process. 14(3): 635 (2020) - [c15]Sundaresh Ram, Stephen M. Humphries, David A. Lynch, Craig J. Galbán, Charles R. Hatt:
Lung Lobe Segmentation With Automated Quality Assurance Using Deep Convolutional Neural Networks. ISBI Workshops 2020: 1-4 - [c14]Sundaresh Ram, Vicky T. Nguyen, Kirsten H. Limesand, Jeffrey J. Rodríguez:
Combined Detection and Segmentation of Cell Nuclei in Microscopy Images Using Deep Learning. SSIAI 2020: 26-29 - [i2]Mohammed S. Majdi, Sundaresh Ram, Jonathan T. Gill, Jeffrey J. Rodríguez:
Drive-Net: Convolutional Network for Driver Distraction Detection. CoRR abs/2006.12586 (2020) - [i1]Xin Gao, Sundaresh Ram, Jeffrey J. Rodríguez:
Object sieving and morphological closing to reduce false detections in wide-area aerial imagery. CoRR abs/2010.15260 (2020)
2010 – 2019
- 2019
- [j4]Ding Ding, Sundaresh Ram, Jeffrey J. Rodríguez:
Image Inpainting Using Nonlocal Texture Matching and Nonlinear Filtering. IEEE Trans. Image Process. 28(4): 1705-1719 (2019) - [c13]Charles R. Hatt, Sundaresh Ram, Craig J. Galbán:
A Convolutional Neural Network Approach to Automated Lung Bounding Box Estimation from Computed Tomography Scans. DSW 2019: 213-216 - 2018
- [j3]Ding Ding, Sundaresh Ram, Jeffrey J. Rodríguez:
Perceptually aware image inpainting. Pattern Recognit. 83: 174-184 (2018) - [j2]Sundaresh Ram, Forest Danford, Stephen Howerton, Jeffrey J. Rodríguez, Jonathan P. Vande Geest:
Three-Dimensional Segmentation of the Ex-Vivo Anterior Lamina Cribrosa From Second-Harmonic Imaging Microscopy. IEEE Trans. Biomed. Eng. 65(7): 1617-1629 (2018) - [c12]Mohammed S. Majdi, Sundaresh Ram, Jonathan T. Gill, Jeffrey J. Rodríguez:
Drive-Net: Convolutional Network for Driver Distraction Detection. SSIAI 2018: 1-4 - [c11]Sundaresh Ram, Mohammed S. Majdi, Jeffrey J. Rodríguez, Yang Gao, Heddwen L. Brooks:
Classification of Primary Cilia in Microscopy Images Using Convolutional Neural Random Forests. SSIAI 2018: 89-92 - [c10]Sree Ramya S. P. Malladi, Sundaresh Ram, Jeffrey J. Rodríguez:
A Ground-Truth Fusion Method for Image Segmentation Evaluation. SSIAI 2018: 137-140 - 2017
- [b1]Sundaresh Ram:
Sparse Representations and Nonlinear Image Processing for Inverse Imaging Solutions. University of Arizona, Tucson, USA, 2017 - 2016
- [j1]Sundaresh Ram, Jeffrey J. Rodríguez:
Size-Invariant Detection of Cell Nuclei in Microscopy Images. IEEE Trans. Medical Imaging 35(7): 1753-1764 (2016) - [c9]Sundaresh Ram, Jeffrey J. Rodríguez:
Vehicle detection in aerial images using multiscale structure enhancement and symmetry. ICIP 2016: 3817-3821 - [c8]Sundaresh Ram, Jeffrey J. Rodríguez:
Image super-resolution using graph regularized block sparse representation. SSIAI 2016: 69-72 - [c7]Xin Gao, Sundaresh Ram, Jeffrey J. Rodríguez:
A performance comparison of automatic detection schemes in wide-area aerial imagery. SSIAI 2016: 125-128 - 2014
- [c6]Rohit C. Philip, Sundaresh Ram, Xin Gao, Jeffrey J. Rodríguez:
A comparison of tracking algorithm performance for objects in wide area imagery. SSIAI 2014: 109-112 - [c5]Sundaresh Ram, Jeffrey J. Rodríguez:
Single image super-resolution using dictionary-based local regression. SSIAI 2014: 121-124 - [c4]Sree Ramya S. P. Malladi, Sundaresh Ram, Jeffrey J. Rodríguez:
Superpixels using morphology for rock image segmentation. SSIAI 2014: 145-148 - 2013
- [c3]Sundaresh Ram, Jeffrey J. Rodríguez:
Symmetry-based detection of nuclei in microscopy images. ICASSP 2013: 1128-1132 - [c2]Sundaresh Ram, Jeffrey J. Rodríguez:
Random walker watersheds: A new image segmentation approach. ICASSP 2013: 1473-1477 - 2012
- [c1]Sundaresh Ram, Jeffrey J. Rodríguez, Giovanni Bosco:
Size-invariant cell nucleus segmentation in 3-D microscopy. SSIAI 2012
Coauthor Index
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