| Using unmanned aerial vehicles for high-resolution remote sensing to map invasive Phragmites australis in coastal wetlands S Samiappan, G Turnage, L Hathcock, L Casagrande, P Stinson, ... International Journal of Remote Sensing 38 (8-10), 2199-2217, 2017 | 77 | 2017 |
| Mapping of invasive phragmites (common reed) in Gulf of Mexico coastal wetlands using multispectral imagery and small unmanned aerial systems S Samiappan, G Turnage, LA Hathcock, R Moorhead International Journal of Remote Sensing 38 (8-10), 2861-2882, 2017 | 49 | 2017 |
| Remote sensing of wildfire using a small unmanned aerial system: Post-fire mapping, vegetation recovery and damage analysis in Grand Bay, Mississippi/Alabama, USA S Samiappan, L Hathcock, G Turnage, C McCraine, J Pitchford, ... Drones 3 (2), 43, 2019 | 46 | 2019 |
| Semi-supervised co-training and active learning framework for hyperspectral image classification S Samiappan, RJ Moorhead 2015 IEEE international geoscience and remote sensing symposium (IGARSS …, 2015 | 43 | 2015 |
| Three-dimensional discrete cosine transform-based feature extraction for hyperspectral image classification M Prabukumar, S Sawant, S Samiappan, L Agilandeeswari Journal of Applied Remote Sensing 12 (4), 046010-046010, 2018 | 35 | 2018 |
| Effects of drought and heat stresses during reproductive stage on pollen germination, yield, and leaf reflectance properties in maize (Zea mays L.) R Bheemanahalli, P Ramamoorthy, S Poudel, S Samiappan, ... Plant Direct 6 (8), e434, 2022 | 34 | 2022 |
| A modified Cuckoo Search algorithm based optimal band subset selection approach for hyperspectral image classification SS Sawant, P Manoharan, S Samiappan Journal of Spectral Imaging 9, a6, 2020 | 32* | 2020 |
| Non-uniform random feature selection and kernel density scoring with SVM based ensemble classification for hyperspectral image analysis S Samiappan, S Prasad, LM Bruce IEEE journal of selected topics in applied earth observations and remote …, 2013 | 32 | 2013 |
| A band selection method for hyperspectral image classification based on cuckoo search algorithm with correlation based initialization SS Sawant, M Prabukumar, S Samiappan 2019 10th workshop on hyperspectral imaging and signal processing: evolution …, 2019 | 26 | 2019 |
| Fusion of synthetic aperture radar and hyperspectral imagery to detect impacts of oil spill in Gulf of Mexico L Dabbiru, S Samiappan, RAA Nobrega, JA Aanstoos, NH Younan, ... 2015 IEEE international geoscience and remote sensing symposium (IGARSS …, 2015 | 25 | 2015 |
| Improving animal monitoring using small unmanned aircraft systems (sUAS) and deep learning networks M Zhou, JA Elmore, S Samiappan, KO Evans, MB Pfeiffer, BF Blackwell, ... Sensors 21 (17), 5697, 2021 | 20 | 2021 |
| Quantifying damage from wild pigs with small unmanned aerial systems S Samiappan, JM Prince Czarnecki, H Foster, BK Strickland, JL Tegt, ... Wildlife Society Bulletin 42 (2), 304-309, 2018 | 15 | 2018 |
| Post-Logging Estimation of Loblolly Pine (Pinus taeda) Stump Size, Area and Population Using Imagery from a Small Unmanned Aerial System S Samiappan, G Turnage, C McCraine, J Skidmore, L Hathcock, ... Drones 1 (10), 4, 2017 | 13 | 2017 |
| NASA's upcoming HyspIRI mission—precision vegetation mapping with limited ground truth S Samiappan, S Prasad, LM Bruce, W Robles 2010 IEEE International Geoscience and Remote Sensing Symposium, 3744-3747, 2010 | 13 | 2010 |
| Fusion of visible and thermal images improves automated detection and classification of animals for drone surveys BS Krishnan, LR Jones, JA Elmore, S Samiappan, KO Evans, MB Pfeiffer, ... Scientific Reports 13 (1), 10385, 2023 | 11 | 2023 |
| Ranking and grouping based feature selection for hyperspectral image classification SS Sawant, M Prabukumar, S Samiappan 39th Asian Conf. Remote Sens.(ACRS 2018), 2018 | 11 | 2018 |
| Bangla image caption generation through cnn-transformer based encoder-decoder network MAH Palash, MAA Nasim, S Saha, F Afrin, R Mallik, S Samiappan Proceedings of International Conference on Fourth Industrial Revolution and …, 2022 | 10 | 2022 |
| Hyperspectral Image Classification Using Fisher's Linear Discriminant Analysis Feature Reduction with Gabor Filtering and CNN M Zhou, S Samiappan, E Worch, JE Ball IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020 | 10 | 2020 |
| Multi-attribute ecological and socioeconomic geodatabase for the Gulf of Mexico coastal region of the United States A Shamaskin, S Samiappan, J Liu, J Roberts, A Linhoss, K Evans Data 5 (1), 3, 2019 | 9 | 2019 |
| Automated hyperspectral imagery analysis via support vector machines based multi-classifier system with non-uniform random feature selection S Samiappan, S Prasad, LM Bruce 2011 IEEE International Geoscience and Remote Sensing Symposium, 3915-3918, 2011 | 9 | 2011 |
Robert MoorheadProfessor of Electrical and Computer Engineering, Mississippi State UniversityEmail verificata su gri.msstate.edu
