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Sundaresh Ram  —  Publications

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Journal Papers

  • Sundaresh Ram, Jeffrey J. Roriguez, and Giovanni Bosco, "Segmentation and Detection of Fluorescent 3-D Spots," Cytometry: Part A, vol. 81A, no. 3, pp. 198-212, Feb 2012. (pdf)

  • Sundaresh Ram, and Jeffrey J. Rodriguez, "Size-Invariant Detection of Cell Nuclei in Microscopy Images," IEEE Transactions on Medical Imaging, vol. 35, no. 7, pp.1753-1764, Jul 2016. (pdf)

  • Jonathan P. Vande Geest, Sundaresh Ram, Stephen J. howerton, Forest Danford, Urs Utzinger, and Jeffrey J. Rodriguez, "Racioethnic Diffrences in The Biomechanical Environment of The Lamine Cribrosa," Investigative Ophthalmalogy & Visual Science, vol. 57, no. 12, pp. 3555, May 2016. (pdf)

  • Sundaresh Ram, Forest Danford, Stephen Howerton, Jeffrey J. Rodriguez, Urs Utzinger, and Jonathan Vande Geest, "Three Dimensional Segmentation of the Anterior Lamina Cribrosa from Second Harmonic Imaging Microscopy," IEEE Transactions on Biomedical Engineering, vol. 65, no. 7, pp. 1617-1629, Jul 2018. (pdf)

  • Ding Ding, Sundaresh Ram, and Jeffrey J. Rodriguez, "Perpectually Aware Image Inpainting," Pattern Recognition, vol. 83, pp. 174-184, Nov 2018. (pdf)

  • Ding Ding, Sundaresh Ram, and Jeffrey J. Rodriguez, "Image Inpainting using Nonlocal Texture Measure and Nonlinear Filtering," IEEE Transactions on Image Processing, vol. 28, no. 4, pp. 1705-1719, Apr 2019. (pdf)

  • Jonathan P Vande Geest, Reza Behkam, Hirut G Kollech, Forest L Danford, Stephen J Howerton, Amy B Hill, Anirban Jana, Sundaresh Ram, Jeffrey J Rodriguez, Urs Utzinger, Christopher A Girkin, "Racioethnic Differences in the Biomechanical Response of the Lamina Cribrosa" Acta Biomaterialia, (under review).

  • Sundaresh Ram, and Jeffrey J. Rodriguez, "Robust Segmentation of Cell Nuclei in 3-D Microscopy Images," IEEE Transactions on Biomedical Engineering, (under review).

  • Sree Ramya S. P. Malladi, Sundaresh Ram, and Jeffrey J. Rodriguez, "Evaluation of Under-Segmentation Metrics Used for Superpixel Segmentation Quality Assessment," IEEE Transactions on Pattern Analysis and Machine Intelligence, (under review).

  • Sundaresh Ram, and Jeffrey J. Rodriguez, "Single Image Super Resolution Using Graph Sparse Representations," IEEE Transactions on Computational Imaging, (in preparation).

  • Sundaresh Ram, Jianbo Shao, Yang Gao, Jeffrey J Rodriguez, and Heddwen Brooks, "Detection and Segmentation of Primary Cilia in Microscopy Images," IEEE Transactions on Medical Imaging, (in preparation).

  • Sree Ramya S. P. Malladi, Sundaresh Ram, and Jeffrey J. Rodriguez, "Image Denoising Using Superpixel-Based PCA ," IEEE Transactions on Image Processing, (in preparation).

Conference Papers

  • Sundaresh Ram, Laria Shih-chuen Tzen Reynolds, Aleksa B. Fortuna, Stefanie Galban, Dharshan R. Vummidi, Ella A. Kazerooni, Meilan K. Han, Craig J. Galban, and Charles R. Hatt, "Identification of Expiratory Air Trapping in Thoracic Computed Tomography Using Deep Learning," 2019 ATS International Conference, May 2019. {Accepted}

  • Sundaresh Ram, Mohammed S. Majdi, Jeffrey J. Rodriguez, Yang Gao, and Heddwen L. Brooks, "Classification of Primary Cilia in Microscopy Images Using Convolutional Neural Random Forests," in IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), Las Vegas, NV, April 2018. (pdf)

  • Mohammed S. Majdi, Sundaresh Ram, Jonathan T. Gill, and Jeffrey J. Rodriguez, "Drive-Net: Convolutional Network for Driver Distraction Detection," in IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), Las Vegas, NV, April 2018. (pdf)

  • Sree Ramya S. P. Malladi, Sundaresh Ram, and Jeffrey J. Rodriguez, "A Ground-Truth Fusion Method for Image Segmentation Evaluation," in IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), Las Vegas, NV, April 2018. (pdf)

  • Sundaresh Ram, and Jeffrey J. Rodriguez, "Vehicle Detection in Wide Area Images Using Multiscale Structure Enhancement and Symmetry," in IEEE International Conference on Image Processing (ICIP), Phoenix AZ, September 2016, (pdf)

  • Sundaresh Ram, and Jeffrey J. Rodriguez, "Image Super-Resolution Using Graph Regularized Block Sparse Representation," in IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), Santa Fe, NM, April 2016. (pdf)

  • Xin Gao, Sundaresh Ram, and Jeffrey J. Rodriguez, "A Performance Comparison of Automatic Detection Schemes in Wide-Area Aerial Imagery," in IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), Santa Fe, NM, April 2016. (pdf)

  • Sundaresh Ram, and Jeffrey J. Rodriguez, "Single Image Super-Resolution Using Dictionary-Based Local Regression," in IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), San Diego, CA, April 2014. (pdf)

  • Sree Ramya S. P. Malladi, Sundaresh Ram, and Jeffrey J. Rodriguez, "Superpixels Using Morphology for Rock Image Segmentation," in IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), San Diego, CA, April 2014. (pdf)

  • Rohit C. Philip, Sundaresh Ram, Xin Gao, and Jeffrey J. Rodriguez, "A Comparison of Tracking Algorithm Performance for Objects in Wide Area Imagery," in IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), San Diego, CA, April 2014. (pdf)

  • Sundaresh Ram, and Jeffrey J. Rodriguez, "Random Walker Watersheds: A New Image Segmentation Approach," in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, May 2013. (pdf)

  • Sundaresh Ram, and Jeffrey J. Rodriguez, "Symmetry-Based Detection of Nuclei In Microscopy Images," in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, May 2013. (pdf)

  • Sundaresh Ram, and Jeffrey J. Rodriguez, "Size-Invariant Cell Nucleus Segmentation in 3-D Microscopy," in IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), Santa Fe, NM, April 2012. (pdf)

  • Sean Whitsitt, Armando Barreto, Sundaresh Ram, Hussian Al-Helal, Maribel Hudson, Diyang Chu, Jonathan Sprinkle, and Kamel Didan, "Citizen Science in Support of Vegetation Indiex and Phenology Research," in Phenology Research and Observations of Southwest Ecosystems Symposium (PROSE), Oct 2010.

  • Sundaresh Ram, Jeffrey J. Rodriguez, and Giovanni Bosco, "Segmentation and Classification of 3-D Spots in FISH Images," in IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), Austin, TX, May 2010. (pdf)

  • Ajay S. Nath, Sundaresh Ram, Balaji V., and K. Balachandar, "Multiple 3-D Objects Detection and Recognition Using Independent Component Analysis," in International Conference on Signal Processing, Communications and Networking (ICSCN), Chennai, India, Jan 2008. (pdf)

  • Sundaresh Ram, and S. Jayendran, "Removal of Camera Shake From a Single Photograp," in Indian Conference (INDICON), Bangalore, India, Sept 2007. (pdf)

Abstracts

  • Sundaresh Ram, Jonathan P. Vande Geest, Stephen Howerton, Forest Danford, Urs Utzinger, and Jeffrey J Rodriguez, "Racioethnic Differences in The Biomechanical Environment of The Lamina Cribrosa," ARVO 2016 Annual Meeting, ARVO abstract 3555, May 2016.(pdf)

Others

  • Sundaresh Ram, and Jeffrey J. Rodriguez, "Vehicle Detection In Aerial Imagery,," ECE GSA Research Symposium, Electrical & Computer Engineering, University of Arizona, Apr 2017.

  • Sree Ramya S. P. Malladi, Sundaresh Ram, and Jeffrey J. Rodriguez, "Superpixel Segmentation," ECE GSA Research Symposium, Electrical & Computer Engineering, University of Arizona, Apr 2017.

  • Ding Ding, Sundaresh Ram, and Jeffrey J. Rodriguez, "Perpectually Aware Image Inpainting," ECE GSA Research Symposium, Electrical & Computer Engineering, University of Arizona, Apr 2017.

  • Katelyn axman, Addison Kaufmann, Sundaresh Ram, and Jonathan P. Vande Geest, "Verifying Normality of Ocular Tissue Through Development Of A Semi-Automated Optic Nerve Axon Counting Method," Ingenium 2017 Undergraduate Research Report, Swanson School of Engineering, University of Pittsburgh, Apr 2017.