Sathishkumar Samiappan

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 19

Top Topics

Gabor Filtering

Spectral Imagery

Top Venues

Publications

Sathishkumar Samiappan, B. Santhana Krishnan, Damion Dehart, Landon R. Jones, Jared A. Elmore, Kristine O. Evans, Raymond B. Iglay
Aerial Wildlife Image Repository for animal monitoring with drones in the age of artificial intelligence. Database J. Biol. Databases Curation 2024 (2024)
Cary Daniel McCraine, Sathishkumar Samiappan, Leon Kohler, Timo Sullivan, David J. Will
Automated Hyperspectral Feature Selection and Classification of Wildlife Using Uncrewed Aerial Vehicles. Remote. Sens. 16 (2) (2024)
A. Baskar, T. Gireesh Kumar, Sathishkumar Samiappan
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. 14 (4) (2023)
Purushothaman Ramamoorthy, Sathishkumar Samiappan, Martin J. Wubben, John P. Brooks, Amrit Shrestha, Rajendra Mohan Panda, K. Raja Reddy, Raju Bheemanahalli
Hyperspectral Reflectance and Machine Learning Approaches for the Detection of Drought and Root-Knot Nematode Infestation in Cotton. Remote. Sens. 14 (16) (2022)
Raju Anand, Sathishkumar Samiappan, Shanmugham Veni, Ethan Worch, Meilun Zhou
Airborne Hyperspectral Imagery for Band Selection Using Moth-Flame Metaheuristic Optimization. J. Imaging 8 (5) (2022)
Sathishkumar Samiappan, Andrew Shamaskin, Jiangdong Liu, Yong Liang, Jennifer Roberts, Amanda L. Sesser, Shannon M. Westlake, Anna Linhoss, Kristine O. Evans, John Tirpak, Todd E. Hopkins, Steve Ashby, L. Wes Burger
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. 156 (2022)
Sathishkumar Samiappan, Raju Bheemanahalli, Meilun Zhou, John Brooks, Martin Wubben
Early Detection of Root-Knot Nematode (Meloidogyne Incognita) Infestation in Cotton Using Hyperspectral Data. IGARSS (2021)
Meilun Zhou, Jared A. Elmore, Sathishkumar Samiappan, Kristine O. Evans, Morgan B. Pfeiffer, Bradley F. Blackwell, Raymond B. Iglay
Improving Animal Monitoring Using Small Unmanned Aircraft Systems (sUAS) and Deep Learning Networks. Sensors 21 (17) (2021)
Joby M. Prince Czarnecki, Sathishkumar Samiappan, Meilun Zhou, Cary Daniel McCraine, Louis Wasson
Real-Time Automated Classification of Sky Conditions Using Deep Learning and Edge Computing. Remote. Sens. 13 (19) (2021)
Md Aminul Haque Palash, M. D. Abdullah Al Nasim, Sourav Saha, Faria Afrin, Raisa Mallik, Sathishkumar Samiappan
Bangla Image Caption Generation through CNN-Transformer based Encoder-Decoder Network. CoRR (2021)
Sathishkumar Samiappan, Andrew Shamaskin, Jiangdong Liu, Anna Linhoss, Kristine Evans
Strategic Conservation of Gulf Coast Landscapes Using Multi-Criteria Decision Analysis and Open Source Remote Sensing and GIS Data. IGARSS (2020)
Ethan Worch, Sathishkumar Samiappan, Meilun Zhou, John E. Ball
Hyperspectral Band Selection Using Moth-Flame Metaheuristic Optimization. IGARSS (2020)
Andrew Shamaskin, Sathishkumar Samiappan, Jiangdong Liu, Jennifer Roberts, Anna Linhoss, Kristine Evans
Multi-Attribute Ecological and Socioeconomic Geodatabase for the Gulf of Mexico Coastal Region of the United States. Data 5 (1) (2020)
Meilun Zhou, Sathishkumar Samiappan, Ethan Worch, John E. Ball
Hyperspectral Image Classification Using Fisher's Linear Discriminant Analysis Feature Reduction with Gabor Filtering and CNN. IGARSS (2020)
Shrutika S. Sawant, Prabukumar Manoharan, Sathishkumar Samiappan
A Band Selection Method For Hyperspectral Image Classification Based On Cuckoo Search Algorithm With Correlation Based Initialization. WHISPERS (2019)
Sathishkumar Samiappan, Luan Casagrande, Gustavo Mello Machado, Gray Turnage, Lee Hathcock, Robert J. Moorhead, John E. Ball
Texture Classification of Very High Resolution UAS Imagery Using a Graphics Processing Unit. IGARSS (2018)
Luan Casagrande, Gustavo Mello Machado, Sathishkumar Samiappan, Gray Turnage, Lee Hathcock, Robert J. Moorhead
Probabilistic Neural Network and Wavelet Transform for Mapping of Phragmites Australis Using Low Altitude Remote Sensing. SIBGRAPI (2017)
Sathishkumar Samiappan, Gray Turnage, Lee Hathcock, Haibo Yao, Russell Kincaid, Robert J. Moorhead II, Steve Ashby
Classifying common wetland plants using hyperspectral data to identify optimal spectral bands for species mapping using a small unmanned aerial systems - A case study. IGARSS (2017)
Sathishkumar Samiappan, Lalitha Dabbiru, Robert J. Moorhead
Fusion of hyperspectral and LiDAR data using random feature selection and morphological attribute profiles. WHISPERS (2016)
Sathishkumar Samiappan, Robert J. Moorhead
Semi-supervised co-training and active learning framework for hyperspectral image classification. IGARSS (2015)
Lalitha Dabbiru, Sathishkumar Samiappan, Rodrigo A. A. Nóbrega, James V. Aanstoos, Nicolas H. Younan, Robert J. Moorhead
Fusion of synthetic aperture radar and hyperspectral imagery to detect impacts of oil spill in Gulf of Mexico. IGARSS (2015)
Sathishkumar Samiappan, Lori M. Bruce, Haibo Yao, Zuzana Hruska, Robert L. Brown, Deepak Bhatnagar, Thomas E. Cleveland
Support vector machines classification of fluorescence hyperspectral image for detection of aflatoxin in corn kernels. WHISPERS (2013)
Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce
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. 6 (2-3) (2013)
Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce
Automated hyperspectral imagery analysis via support vector machines based multi-classifier system with non-uniform random feature selection. IGARSS (2011)
Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce, Eric A. Hansen
Branch and bound based feature elimination for support vector machine based classification of hyperspectral images. IGARSS (2011)
Saurabh Prasad, Hemanth Kalluri, Lori M. Bruce, Sathishkumar Samiappan
Data dependent adaptation for improved classification of hyperspectral imagery. IGARSS (2010)
Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce, Wilfredo Robles
NASA's upcoming HyspIRI mission - precision vegetation mapping with limited ground truth. IGARSS (2010)