Eli Saber

College of Art and Design College of Engineering Technology College of Health Sciences and Technology College of Liberal Arts College of Science Golisano College of Computing and Information Sciences International Campuses Kate Gleason College of Engineering National Technical Institute for the Deaf School of Individualized Study

Eli Saber

Professor
Kate Gleason College of Engineering
Chester F. Carlson Center for Imaging Science
Electrical and Microelectronic Engineering

2017 Submissions

Published Conference Proceedings

Liu, Yansong, et al. "Dense Semantic Labeling of Very High Resolution Aerial Imagery and LIDAR with Fully Convolutional Neural Networks and Higher Order CRFs." Proceedings of the CVPR Workshops 2017. Ed. CVPR. Honolulu, Hawaii: CVPR, 2017. Web. *

Liu, Yansong, et al. "Semantic Segmentation of Remote Sensing Data Using Gaussian Processes and Higher Order CFRs." Proceedings of the IGARSS 2017. Ed. IEEE. Fort Worth, TX: IEEE, 2017. Web. *

2016 Submissions

Published Conference Proceedings

Lima, Osborn De, et al. "Signature Line Detection in Scanned Documents." Proceedings of the International Conference on Image Processing (ICIP) 2016. Ed. IEEE SP Society. Phoenix, AZ: n.p., 2016. Web. *

Liang, Yilong, Panos Markopoulos, and Eli Saber. "Subpixel Target Detection in Hyperspectral Images from Superpixel Background Statistics." Proceedings of the IGARRS 2016. Ed. IEEE. Beijing, China: n.p., 2016. Web. *

Liu, Yansong, Sildomar Monteiro, and Eli Saber. "Vehicle Detection from Aerial Color Imagery and Airborne LiDAR Data." Proceedings of the IGARRS 2016. Beijing, China: n.p., 2016. Web. *

Wang, Yue, et al. "Scanned Document Enhancement Based on Fast Text Detection." Proceedings of the ICASSP 2016. Ed. IEEE. Shanghai, China: n.p., 2016. Web. *

Liang, Yilong, Sildomar Monteiro, and Eli Saber. "Gaussian Processes for Object Detection in High Resolution Remote Sensing Images." Proceedings of the IEEE International Conference on Machine Learning and Applications (ICMLA 2016). Anaheim, CA: n.p., 2016. Web. *

Liang, Yilong, Sildomar Monteiro, and Eli Saber. "Transfer Learning for High Resolution Aerial Image Classification." Proceedings of the IEEE Applied Imagery Pattern Recognition Workshop. Washington DC, Washington DC: n.p., 2016. Web. *

Liang, Yilong, Panos Markopoulos, and Eli Saber. "Subpixel Target Detection in hyperspectral images with Local Matched Filtering in SLIC Superpixels." Proceedings of the IEEE Workshop on Hyperspectral Image and Signal Processing: Evolutions in Remote Sensing (WHISPERS 2016). Los Angeles, CA: n.p., 2016. Web. *

HU, Yang, Sildomar Monteiro, and Eli Saber. "Super Pixel Based Classification using Conditional Random Fields for Hyperspectral Images." Proceedings of the International Conference on Image Processing (ICIP) 2016. Ed. IEEE SP Society. Phoenix, AZ: n.p., 2016. Web. *

2015 Submissions

Journal Paper

Vantaram, S. R., et al. "Synthesis of Intensity Gradient and Texture Information for Efficient Three-Dimensional Segmentation of Medical Volumes." Journal of Medical Imaging 2. 2 (2015) Print. *

Vantaram, S. R., et al. "Automatic Spatial Segmentation of Multi/Hyperspectral Imagery by Fusion of Spectral-Gradient-Textural Attributes." Journal of Applied and Remote Sensing 9. 1 (2015): 1-37. Print. *

Saber, Eli, et al. "Spatial segmentation of multi/hyperspectral imagery by fusion of spectral-gradient-textural attributes." SPIE Journal of Applied Remote Sensing 9. 1 (2015): 1--37. Print. *

Published Conference Proceedings

Saber, Eli. "Flatbed Scanner Simulation to Analyze the E ffect of Detector's Size on Color Artifacts." Proceedings of the Electronic Imaging 2015. San Francisco, California: SPIE / IS&T, 2015. Print. *

Liu, Y., S. Monteiro, and E. Saber. "An Approach for Combining Airborne LiDAR and High Resolution Aerial Color Imagery using Gaussian Processes." Proceedings of the Proc. SPIE 9643, Image and Signal Processing for Remote Sensing XXI. Ed. Lorenzo Bruzzone. Toulouse, France: SPIE, 2015. Print. *

Liang, Y., et al. "A Game-Theoretic Tree Matching Approach for Object Detection in High Resolution Remotely Sensed Images." Proceedings of the Proc. SPIE 9643, Image and Signal Processing for Remote Sensing XXI. Ed. Lorenzo Bruzzone. Toulouse, France: SPIE, 2015. Print. *

Hu, Y., et al. "Low-dimensional Representations of Hyperspectral Data for use in CRF-based Classification." Proceedings of the Proc. SPIE 9643, Image and Signal Processing for Remote Sensing XXI. Ed. Lorenzo Bruzzone. Toulouse, France: SPIE, 2015. Print. *

Liu, Y., S. Monteiro, and E. Saber. "Towards 3D Classification of Urban Areas by Fusing Airborne LIDAR Data with High Resolution Aerial Optical Imagery." Proceedings of the IGARSS. Ed. IEEE. Milan, Italy: IEEE, 2015. Print. *

Piramanayagam, S., et al. "Shot Boundary Detection and Label Propagation for Spatio-Temporal Video Segmentation." Proceedings of the SPIE/IS&T: Electronic Imaging Symposium. Ed. SPIE/IS&T. San Fransisco, CA: SPIE, 2015. Print. *

Yousefhussien, M., et al. "Flatbed Scanner Simulation to Analyze the Effect of Detector's Size on Color Artifacts." Proceedings of the SPIE/IS&T: Electronic Imaging Symposium. Ed. SPIE/IS&T. San Fransisco, CA: SPIE, 2015. Print. *

Shah, K., E. Saber, and K. Verrier. "Improved Metrology of Implant Lines on Static Images of Textured Silicon Wafers using Line Integral Method." Proceedings of the SPIE/IS&T: Electronic Imaging Symposium. Ed. SPIE/IS&T. San Fransisco, CA: SPIE, 2015. Print. *

Hu, Y., et al. "Classification of Hyperspectral Images Based on Conditional Random Fields." Proceedings of the SPIE/IS&T: Electronic Imaging Symposium. Ed. SPIE/IS&T. San Fransisco, CA: SPIE, 2015. Print. *

Kothari, R., et al. "Image Enhancement for Low Resolution Display Panels." Proceedings of the SPIE/IS&T: Electronic Imaging Symposium. Ed. SPIE/IS&T. San Fransisco, CA: SPIE, 2015. Print. *

2014 Submissions

Published Conference Proceedings

Saber, Eli. "Measurements of Blood Flow Velocity in Vivo Video Sequences with Motion Estimation Methods." Proceedings of the Image Processing. San Diego, California: SPIE, 2014. Print. *

2013 Submissions

Published Conference Proceedings

YousefHussien, M., et al. "Three-Dimensional Volume Analysis of Vasculature in Engineered Tissues." Proceedings of the SPIE/IS&T: Electronic Imaging. Ed. SPIE/IS&T. San Francisco, CA: n.p., 2013. Print. *

DeLima, O., et al. "An Edge Directed Super Resolution Technique for Surveillance and Printing Applications." Proceedings of the SPIE/IS&T: Electronic Imaging Symposium. Ed. SPIE/IS&T. San Francisco, CA: n.p., 2013. Print. *

Toukatly, R., et al. "Performance Analysis of a Color Space Conversion Engine Implemented using Dynamic Partial Reconfiguration." Proceedings of the SPIE/IS&T: Electronic Imaging Symposium. Ed. SPIE/IS&T. San Francisco, CA: n.p., 2013. Print. *

Invited Keynote/Presentation

Saber, E. "Segmentation of Multimodal Imagery for Remote Sensing, Multimedia and Biomedical Applications." Latin America Remote Sensing Conference. LARS. Santiago, Chile. 15 Oct. 2013. Keynote Speech. ∆

2012 Submissions

Journal Paper

Keane, Tommy P., et al. "Practical Image Registration Concerns Overcome by the Weighted and Filtered Mutual Information Metric." Journal of Electronic Imaging 21. 2 (2012) Print. *

Gurram, Prudhvi, Eli Saber, and Harvey Rhody. "Semiautomated System for Three-Dimensional Modeling of Buildings From Aerial Video." Journal of Electronic Imaging 21. 1 (2012) Print. *

Vantaram, Sreenath Rao and Eli Saber. "A Survey of Contemporarry Trends in Color Image Segmentation." Journal of Electronic Imaging 21. 4 (2012): 1-28. Print. ∆

Erkilinc, M. Sezer, et al. "Text, Photo and Line Extraction in Scanned Documents." Journal of Electronic Imaging 21. 3 (2012): 1-18. Print. *

Keane, Thomas, et al. "Practical Image Registration Concerns Overcome by the Weighted and Filtered Mutual Information Metric." Journal of Electronic Imaging 21. 2 (2012): 1-18. Print. *

Gurram, Prudhvi, Eli Saber, and Harvey Rhody. "Semi-Automated System for Three-Dimensional Modeling of Buildings from Aerial Video." Journal of Electronic Imaging 21. 1 (2012): 1-18. Print. *

Published Conference Proceedings

Hu, Yang, et al. "An Automatic Approach for 3D Registration of CT Scans." Proceedings of the Electronic Imaging Symposium. Ed. SPIE. San Francisco, CA: SPIE, 2012. Print. *

Pira, Sankar, Eli Saber, and David Heavner. "Measurement of Glucose by Image Processing of Thin Film Slides." Proceedings of the Electronic Imaging Symposium. Ed. SPIE. San Diego, CA: SPIE, 2012. Print. *

Syed, Abdul Haleem, Eli Saber, and David Messinger. "Encoding of Topological Information in Multi-Scale Remotely Sensed Data: Applications to Segmentation and Object-Based Image Analysis." Proceedings of the International Conference on Geographic Object-Based Image Analysis (GEOBIA). Ed. GEOBIA. Rio De Janeiro, Brazil: GEOBIA, 2012. Print. *

Vantaram, Sreenath Rao and Eli Saber. "Unsupervised Video Segmentation by Dynamic Volume Growing and Multivariate Volume Merging using Color-Texture-Gradient Features." Proceedings of the IEEE International Conference on Image Processing. Ed. IEEE. Orlando, FL: IEEE, 2012. Print. *

Mykyta, Alex, et al. "Reconfigurable Framework for High-Bandwidth Stream-Oriented Data Processing." Proceedings of the IEEE International SoC Conference (SOCC). Ed. IEEE. Buffalo, NY: IEEE, 2012. Print. *

Syed, Abdul H., Eli Saber, and David W. Messinger. "Encoding of Topological Information in Multi-Scale Remotely Sensed Data: Applications to Segmentation and Object-Based Image Analysis." Proceedings of the IEEE Conference on Geographic Object Based Image Analysis (GEOBIA). Rio de Janeiro, Brazil: n.p., 2012. Print. *

2011 Submissions

Published Conference Proceedings

Erkilinc, M. S., et al. "Line and Streak Detection on Polished and Textured Surfaces Using Line Integrals." Proceedings of the Electronic Imaging. Ed. SPIE/IS&T. San Fransisco, CA: n.p., 2011. Print. *

Keane, T., et al. "Unsupervised Automated Panorama Creation for Realistic Surveillance Scenes Through Weighted Mutual Information Registration." Proceedings of the Electronic Imaging. Ed. SPIE/IS&T. San Fransisco, CA: n.p., 2011. Print. *

Jaber, M. and E. Saber. "Image Understanding Algorithm for Segmentation Evaluation and Region-of-Interest Identification using Bayesian Networks." Proceedings of the SPIE Defense, Security and Sensing. Ed. SPIE. Orlando, FL: n.p., 2011. Print. *

Syed, A. H., E. Saber, and D. Messinger. "Scale-space Representation of Remote Sensing Images using an Object-Oriented Approach." Proceedings of the SPIE Defense, Security, and Sensing. Ed. SPIE. Orlando, FL: n.p., 2011. Print. *

Vantaram, S. R. and E. Saber. "An Adaptive Bayesian Clustering and Multivariate Region Merging-based Technique for Efficient Segmentation of Color Images." Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing. Ed. IEEE. Prague, Czech Republic: n.p., 2011. Print. *

Erkilinc, M. S., et al. "Page Layout Analysis and Classification in Complex Scanned Documents." Proceedings of the SPIE Optical Engineering + Applications Conference. Ed. SPIE. San Diego, CA: n.p., 2011. Print. *

Jaber, M., et al. "An Image-set for Identifying Multiple Regions/levels of Interest in Digital Images." Proceedings of the SPIE Optical Engineering + Applications Conference. Ed. SPIE. San Diego, CA: n.p., 2011. Print. *

Vantaram, S. R., E. Saber, and D. Messinger. "An Intensity-Gradient-Texture Guided Methodology for Automatic Spatial Segmentation of Remotely Sensed Multi/Hyperspectral imagery." Proceedings of the IEEE International Conference on Image Processing. Ed. IEEE. Brussels, Belgium: n.p., 2011. Print. *

Vantaram, S. R., et al. "Semi-Automatic 3-D Segmentation of Computed Tomographic Imagery by Iterative Gradient-Driven Volume Growing." Proceedings of the IEEE International Conference on Image Processing. Ed. IEEE. Brussels, Belgium: n.p., 2011. Print. *

2010 Submissions

Published Article

Fan, X., H.E. Rhody, E. Saber. “A spatial feature-enhanced MMI algorithm for multimodal airborne image registration.” IEEE Transactions on Geoscience and Remote Sensing, 48.6 (2010): 2580-2589. Print. "  £

Gurram, P., E. Saber, H.E. Rhody. “A Segment-Based Mesh Design for Building Parallel-Perspective Stereo Mosaics.” IEEE Transactions on Geoscience and Remote Sensing, 48.3 (2010): 1256-1269. Print."  £

Jaber, Mustafa and Eli Saber. “Probabilistic Approach for Extracting Regions of Interest in Digital Images.” Journal of Electronic Imaging, 19.2, (2010): 023019-1-13. Print. " É  *

Fan, Xiaofeng; Harvey Rhody, and Eli Saber. “A Spatial Feature Enhanced MMI Algorithm for Multimodal Airborne Image Registration.” IEEE Transactions on Geoscience and Remote Sensing, 48.6, (2010): 2580—2589. Print. "  É  *

Gurram, Prudhvi, Eli Saber, and Harvey Rhody. “A Segment-Based Mesh design for Building Parallel-Perspective Stereo Mosaic.” IEEE Transactions on Geoscience and Remote Sensing, 48.3 (2010): 1256-1269. Print. "  É  *

Vantaram, Sreenath Rao, Eli Saber, Sohail Dianat, Mark Shaw, and Ranji Bashkar. “Multiresolution Adaptive and Progressive Gradient-based color image Segmentation.” Journal of Electronic Imaging, 19.1 (2010): 013001-1-21. Print. "  É  *