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GRI Publications for Sathishkumar Samiappan (Sathish)
Book
Shridhar, B., Sheriff, A., Narayanankutty, K. A., & Samiappan, S. (2010). Comparison of Cascaded LMS-RLS, LMS and RLS Adaptive Filters in Non-Stationary Environments. Springer Novel Algorithms and Techniques in Telecommunications and Networking. Springer. [Document Site]

Peer-Reviewed Journals
Samiappan, S., Turnage, G., Hathcock, L. A., & Moorhead, R. J. (2017). Mapping of Invasive Phragmites (Common Reed) in Gulf of Mexico Coastal Wetlands Using Multispectral Imagery and Unmanned Aerial Systems. International Journal of Remote Sensing. Taylor and Francis. 39, 1-32. DOI:10.1080/01431161.2016.1271480.

Samiappan, S., Turnage, G., Hathcock, L. A., Casagrande, L., Stinson, P. C., & Moorhead, R. J. (2017). Using Unmanned Aerial Vehicles for High-Resolution Remote Sensing to Map Invasive Phragmites Australis in Coastal Wetlands. International Journal of Remote Sensing. Taylor and Francis. 39, 1-19. DOI:10.1080/01431161.2016.1239288.

Samiappan, S., Prasad, S., & Bruce, L.M. (2013). Non-Uniform Random Feature Selection and Kernel Density Scoring with SVM Based Ensemble Classification for Hyperspectral Image Analysis. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.. 6(02), 792-800. [Abstract] [Document] [Document Site]

Peer-Reviewed Conference Abstracts
Samiappan, S., Turnage, G., & Moorhead, R. J. (2016). Identifying and Mapping Chinese Tallow Using Unmanned Aerial Systems and Multispectral Imagery. 2016 Wildlife Society Conference. Raleigh, NC.

Turnage, G., Samiappan, S., Hathcock, L. A., & Moorhead, R. J. (2016). Mapping of Phragmites Australis Using 5-band Imagery Collected from an Unmanned Aerial System. Midsouth Aquatic Plant Management Society conference. Baton Rouge, LA.

Samiappan, S., Turnage, G., & Moorhead, R. J. (2016). Identifying and Mapping Chinese Tallow Using Unmanned Aerial Systems and Multispectral Imagery. 35th Annual MidSouth Aquatic Plant Management Society Meeting. Baton Rouge, LA.

Samiappan, S., Turnage, G., Hathcock, L. A., & Moorhead, R. J. (2016). Mapping of Phragmites Australis in Gulf of Mexico Wetlands Using Small UAS. 2016 Gulf of Mexico Oil Spill & Ecosystem Science Conference Proceedings. Tampa, FL: GOMRI. [Abstract]

Stinson, P. C., Casagrande, L., Turnage, G., Samiappan, S., Hathcock, L. A., & Moorhead, R. J. (2015). Mapping of Common Reed (Phragmites Australis) Using Unmanned Aerial Vehicles, Gray Level Co-Occurrence Matrix Texture Extraction, and ECognition. Midsouth Aquatic Plant Society Meeting. Mobile, AL.

Peer-Reviewed Conference Papers
Turnage, G., Samiappan, S., Hathcock, L. A., & Moorhead, R. J. (2016). Mapping of Phragmites Australis Using 5-band Imagery Collected from an Unmanned Aerial System. Wildlife Society\'s 23rd Annual Conference. Raleigh, NC.

Burr, P., Samiappan, S., Hathcock, L. A., Dorr, B., & Moorhead, R. J. (2016). Estimating the Distribution and Abundance of Water Birds on Catfish Aquaculture Facilities Using Imagery Collected from an Unmanned Aerial System. Wildlife Society's 23rd Annual Conference. Raleigh, NC.

Samiappan, S., Dabbiru, L., & Moorhead, R. J. (2016). Fusion of Hyperspectral and LiDAR Data Using Random Feature Selection and Morphological Attribute Profiles. WHISPERS. Los Angeles, CA: 8th Workshop on hyperspectral image and signal processing: Evolution in Remote Sensing. [Abstract]

Dabbiru, L., Samiappan, S., Nobrega, R. A. A., Aanstoos, J.V., Younan, N. H., & Moorhead, R. J. (2015). Fusion of Synthetic Aperture Radar and Hyperspectral Imagery to Detect Impacts of Oil Spill in Gulf of Mexico. IGARSS 2015 proceedings. Milan, Italy: IEEE.

Samiappan, S., & Moorhead, R. J. (2015). Semi-Supervised Co-Training and Active Learning Framework for Hyperspectral Image Classification. IGARSS 2015 Proceedings. Milan, Italy: IEEE. [Document]

Ball, J. E., Anderson, D., & Samiappan, S. (2014). Hyperspectral Band Selection Based on the Aggregation of Proximity Measures for Automated Target Detection. SPIE. SPIE Conference - DSS, Baltimore, Maryland. [Document Site]

Samiappan, S., Bruce, L.M., Yao, H., Hruska, Z., Kincaid, R., Brown, R. L., Bhatnagar, D., & Cleveland, T. E. (2013). Support Vector Machines Classification of Fluorescence Hyperspectral Image for Detection of Aflatoxin in Corn Kernels. Proceedings of IEEE 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing Conference. Gainesville, FL.

Samiappan, S., Prasad, S., Bruce, L.M., & Hansen, E. (2011). Branch and Bound Based Feature Elimination for Support Vector Machine Based Classification of Hyperspectral Images. IEEE Geoscience and Remote Sensing Symposium. Proceedings of the IEEE Geoscience and Remote Sensing Symposium, Vancouver, Canada.

Samiappan, S., Prasad, S., & Bruce, L.M. (2011). Automated Hyperspectral Imagery Analysis via Support Vector Machines Based Multi-Classifer System with Non-Uniform Random Feature Selection. IEEE Geoscience and Remote Sensing Symposium. Proceedings of the IEEE Geoscience and Remote Sensing Symposium, Vancouver, Canada.

Samiappan, S., Prasad, S., & Bruce, L.M. (2010). NASA's Upcoming HyspIRI Mission - Precision Vegetation Mapping with Limited Ground Truth. Proceedings of the IEEE Geosciene and Remote Sensing Symposium (IGARSS). Honolulu, Hawaii. [Document Site]

Peer-Reviewed Conference Posters
Samiappan, S., Crain, A., Hathcock, L. A., Cunningham, F., & Moorhead, R. J. (2016). Identification and Estimation of Damage Caused by Feral Hogs in Corn Fields Using Change Detection and an Unmanned Aerial System. Wildlife Society's 23rd Annual Conference. Raleigh, NC.

Samiappan, S., Henry, B., & Moorhead, R. J. (2016). Plant Stand Count and Corn Crop Density Assessment Using Texture Analysis on Visible Imagery Collected Using Unmanned Aerial Vehicles. 13th International Conference on Precision Agriculture. St. Louis, MO.

Henry, W. B., Fox, A.A.A., Moorhead, R. J., Samiappan, S., Whittenton, J. B., Hock, M. W., & Prince Czarnecki, J. M. (2016). In-Field UAV Corn Phenotyping: a High Throughput Model. Annual Joint Meeting of the Southern Association of Agricultural Scientists/Southern Regional Branch of the American Society of Agronomy. San Antonio, TX.

Non-Refereed Conference Posters
Dabbiru, L., Samiappan, S., Aanstoos, J.V., & Moorhead, R. J. (2016). Fusion of Synthetic Aperture Radar and Hyperspectral Imagery to Detect Impacts of Oil Spill in Gulf of Mexico. Naval Oceanographic Office 4th Annual Operational Oceanography Science and Technology Poster Symposium. Stennis Space Center, MS. [Abstract] [Document]

Technical Report
Samiappan, S., Turnage, G., Hathcock, L. A., & Moorhead, R. J. (2016). Mapping of Invasive Phragmites in the Pearl River Coastal Wetlands and the Results of Its Eradication Efforts. Mississippi State University: Geosystems Research Institute. [Document]

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