Sathishkumar Samiappan
Orcid: 0000-0002-8443-883X
According to our database1,
Sathishkumar Samiappan
authored at least 26 papers
between 2010 and 2024.
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Bibliography
2024
Automated Hyperspectral Feature Selection and Classification of Wildlife Using Uncrewed Aerial Vehicles.
Remote. Sens., January, 2024
2023
A vision system to assist visually challenged people for face recognition using multi-task cascaded convolutional neural network (MTCNN) and local binary pattern (LBP).
J. Ambient Intell. Humaniz. Comput., 2023
2022
Hyperspectral Reflectance and Machine Learning Approaches for the Detection of Drought and Root-Knot Nematode Infestation in Cotton.
Remote. Sens., 2022
Airborne Hyperspectral Imagery for Band Selection Using Moth-Flame Metaheuristic Optimization.
J. Imaging, 2022
Evidence-based land conservation framework using multi-criteria acceptability analysis: A geospatial tool for strategic land conservation in the Gulf coast of the United States.
Environ. Model. Softw., 2022
2021
Improving Animal Monitoring Using Small Unmanned Aircraft Systems (sUAS) and Deep Learning Networks.
Sensors, 2021
Real-Time Automated Classification of Sky Conditions Using Deep Learning and Edge Computing.
Remote. Sens., 2021
Bangla Image Caption Generation through CNN-Transformer based Encoder-Decoder Network.
CoRR, 2021
Early Detection of Root-Knot Nematode (Meloidogyne Incognita) Infestation in Cotton Using Hyperspectral Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
2020
Multi-Attribute Ecological and Socioeconomic Geodatabase for the Gulf of Mexico Coastal Region of the United States.
Data, 2020
Hyperspectral Image Classification Using Fisher's Linear Discriminant Analysis Feature Reduction with Gabor Filtering and CNN.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Strategic Conservation of Gulf Coast Landscapes Using Multi-Criteria Decision Analysis and Open Source Remote Sensing and GIS Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
2019
A Band Selection Method For Hyperspectral Image Classification Based On Cuckoo Search Algorithm With Correlation Based Initialization.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019
2018
Texture Classification of Very High Resolution UAS Imagery Using a Graphics Processing Unit.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Probabilistic Neural Network and Wavelet Transform for Mapping of Phragmites Australis Using Low Altitude Remote Sensing.
Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017
Classifying common wetland plants using hyperspectral data to identify optimal spectral bands for species mapping using a small unmanned aerial systems - A case study.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Fusion of hyperspectral and LiDAR data using random feature selection and morphological attribute profiles.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
2015
Semi-supervised co-training and active learning framework for hyperspectral image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Fusion of synthetic aperture radar and hyperspectral imagery to detect impacts of oil spill in Gulf of Mexico.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2013
Non-Uniform Random Feature Selection and Kernel Density Scoring With SVM Based Ensemble Classification for Hyperspectral Image Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013
Support vector machines classification of fluorescence hyperspectral image for detection of aflatoxin in corn kernels.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
2011
Branch and bound based feature elimination for support vector machine based classification of hyperspectral images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Automated hyperspectral imagery analysis via support vector machines based multi-classifier system with non-uniform random feature selection.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
2010
NASA's upcoming HyspIRI mission - precision vegetation mapping with limited ground truth.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010