Sundaresh Ram

30 papers B 1Misc 2Journal 13Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
CellGenNet: A Knowledge-Distilled Framework for Robust Cell Segmentation in Cancer Tissues.
CoRR
Srijan Ray, Bikesh K. Nirala, Jason T. Yustein, Sundaresh Ram
2025 J jnl
RepAir: A Framework for Airway Segmentation and Discontinuity Correction in CT.
CoRR
John M. Oyer, Ali Namvar, Benjamin A. Hoff, Wassim Labaki, Ella A. Kazerooni, Charles R. Hatt, Fernando J. Martinez, MeiLan K. Han, Craig J. Galbán, Sundaresh Ram
2023 — conf
Deep Learning-Based Air Trapping Quantification Using Paired Inspiratory-Expiratory Ultra-low Dose CT.
MICCAI (3)
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
2022 J jnl
Selecting Post-Processing Schemes for Accurate Detection of Small Objects in Low-Resolution Wide-Area Aerial Imagery.
Remote. Sens.
Xin Gao, Sundaresh Ram, Rohit C. Philip, Jeffrey J. Rodríguez, Jeno Szep, Sicong Shao, Pratik Satam, Jesús Pacheco, Salim Hariri
2021 J jnl
Image Denoising Using Superpixel-Based PCA.
IEEE Trans. Multim.
Sree Ramya S. P. Malladi, Sundaresh Ram, Jeffrey J. Rodríguez
2021 J jnl
Lung Cancer Lesion Detection in Histopathology Images Using Graph-Based Sparse PCA Network.
CoRR
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
2020 — conf
Combined Detection and Segmentation of Cell Nuclei in Microscopy Images Using Deep Learning.
SSIAI
Sundaresh Ram, Vicky T. Nguyen, Kirsten H. Limesand, Jeffrey J. Rodríguez
2020 J jnl
Correction to: A post-processing scheme for the performance improvement of vehicle detection in wide-area aerial imagery.
Signal Image Video Process.
Xin Gao, Sundaresh Ram, Jeffrey J. Rodríguez
2020 J jnl
Drive-Net: Convolutional Network for Driver Distraction Detection.
CoRR
Mohammed S. Majdi, Sundaresh Ram, Jonathan T. Gill, Jeffrey J. Rodríguez
2020 — conf
Lung Lobe Segmentation With Automated Quality Assurance Using Deep Convolutional Neural Networks.
ISBI Workshops
Sundaresh Ram, Stephen M. Humphries, David A. Lynch, Craig J. Galbán, Charles R. Hatt
2020 J jnl
Object sieving and morphological closing to reduce false detections in wide-area aerial imagery.
CoRR
Xin Gao, Sundaresh Ram, Jeffrey J. Rodríguez
2020 J jnl
Spatio-Temporal Processing for Automatic Vehicle Detection in Wide-Area Aerial Video.
IEEE Access
Xin Gao, Jeno Szep, Pratik Satam, Salim Hariri, Sundaresh Ram, Jeffrey J. Rodríguez
2019 — conf
A Convolutional Neural Network Approach to Automated Lung Bounding Box Estimation from Computed Tomography Scans.
DSW
Charles R. Hatt, Sundaresh Ram, Craig J. Galbán
2019 J jnl
Image Inpainting Using Nonlocal Texture Matching and Nonlinear Filtering.
IEEE Trans. Image Process.
Ding Ding, Sundaresh Ram, Jeffrey J. Rodríguez
2018 — conf
A Ground-Truth Fusion Method for Image Segmentation Evaluation.
SSIAI
Sree Ramya S. P. Malladi, Sundaresh Ram, Jeffrey J. Rodríguez
2018 — conf
Classification of Primary Cilia in Microscopy Images Using Convolutional Neural Random Forests.
SSIAI
Sundaresh Ram, Mohammed S. Majdi, Jeffrey J. Rodríguez, Yang Gao, Heddwen L. Brooks
2018 — conf
Drive-Net: Convolutional Network for Driver Distraction Detection.
SSIAI
Mohammed S. Majdi, Sundaresh Ram, Jonathan T. Gill, Jeffrey J. Rodríguez
2018 J jnl
Perceptually aware image inpainting.
Pattern Recognit.
Ding Ding, Sundaresh Ram, Jeffrey J. Rodríguez
2018 J jnl
Three-Dimensional Segmentation of the Ex-Vivo Anterior Lamina Cribrosa From Second-Harmonic Imaging Microscopy.
IEEE Trans. Biomed. Eng.
Sundaresh Ram, Forest Danford, Stephen Howerton, Jeffrey J. Rodríguez, Jonathan P. Vande Geest
2017 — —
Sparse Representations and Nonlinear Image Processing for Inverse Imaging Solutions.
Sundaresh Ram
2016 — conf
A performance comparison of automatic detection schemes in wide-area aerial imagery.
SSIAI
Xin Gao, Sundaresh Ram, Jeffrey J. Rodríguez
2016 — conf
Image super-resolution using graph regularized block sparse representation.
SSIAI
Sundaresh Ram, Jeffrey J. Rodríguez
2016 J jnl
Size-Invariant Detection of Cell Nuclei in Microscopy Images.
IEEE Trans. Medical Imaging
Sundaresh Ram, Jeffrey J. Rodríguez
2016 B conf
Vehicle detection in aerial images using multiscale structure enhancement and symmetry.
ICIP
Sundaresh Ram, Jeffrey J. Rodríguez
2014 — conf
A comparison of tracking algorithm performance for objects in wide area imagery.
SSIAI
Rohit C. Philip, Sundaresh Ram, Xin Gao, Jeffrey J. Rodríguez
2014 — conf
Single image super-resolution using dictionary-based local regression.
SSIAI
Sundaresh Ram, Jeffrey J. Rodríguez
2014 — conf
Superpixels using morphology for rock image segmentation.
SSIAI
Sree Ramya S. P. Malladi, Sundaresh Ram, Jeffrey J. Rodríguez
2013 Misc conf
Random walker watersheds: A new image segmentation approach.
ICASSP
Sundaresh Ram, Jeffrey J. Rodríguez
2013 Misc conf
Symmetry-based detection of nuclei in microscopy images.
ICASSP
Sundaresh Ram, Jeffrey J. Rodríguez
2012 — conf
Size-invariant cell nucleus segmentation in 3-D microscopy.
SSIAI
Sundaresh Ram, Jeffrey J. Rodríguez, Giovanni Bosco