Sathishkumar Samiappan

35 papers C 13Journal 18Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automated yield monitor data post-processing pipeline via explainable model benchmarking and stacked ensemble. Comput. Electron. Agric. Minhaj Uddin, Sathishkumar Samiappan, Jessica L. Drewry
2025	J	`jnl`	Attention Subsumed Residual Dense Network for Reconstruction of Block Compressed Hyperspectral Images. IEEE Access Elza George, J. Aravinth, Sathishkumar Samiappan
2025	J	`jnl`	Battle Royale Optimization for Optimal Band Selection in Predicting Soil Nutrients Using Visible and Near-Infrared Reflectance Spectroscopy and PLSR Algorithm. J. Imaging Ramasamy Jagadeeswaran, Raju Anand, Kavitha Krishnasamy Ranganathan, Dhanaraju Muthumanickam, Backiyathu Saliha, Ramalingam Kumaraperumal, Sathishkumar Samiappan
2025	J	`jnl`	Context-Aware Deep Learning Model for Yield Prediction in Potato Using Time-Series UAS Multispectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Suraj A. Yadav, Xin Zhang, Nuwan Wijewardane, Max Feldman, Ruijun Qin, Yanbo Huang, Sathishkumar Samiappan, Wyatt Young, Francisco G. Tapia
2025	J	`jnl`	Feature Extraction in 5G Wireless Systems: A Quantum Cat Swarm and Wavelet-Based Approach. Future Internet Raju Anand, Sathishkumar Samiappan
2024	J	`jnl`	Aerial Wildlife Image Repository for animal monitoring with drones in the age of artificial intelligence. Database J. Biol. Databases Curation Sathishkumar Samiappan, B. Santhana Krishnan, Damion Dehart, Landon R. Jones, Jared A. Elmore, Kristine O. Evans, Raymond B. Iglay
2024	J	`jnl`	Automated Hyperspectral Feature Selection and Classification of Wildlife Using Uncrewed Aerial Vehicles. Remote. Sens. Cary Daniel McCraine, Sathishkumar Samiappan, Leon Kohler, Timo Sullivan, David J. Will
2024	C	`conf`	Detection and Classification of Plastic Contaminants on Chicken Meat using Color and Hyperspectral Imaging. IGARSS Rohini Maram, Sathishkumar Samiappan, Seung Chul Yoon
2024	J	`jnl`	Intermediate Layer Attention Mechanism for Multimodal Fusion in Personality and Affect Computing. IEEE Access Sreevidya Padma, J. Aravinth, Sathishkumar Samiappan
2024	J	`jnl`	Multilinear compressive learning and reconstruction of hyperspectral data with U-Net architecture for enhanced spectral imaging. Digit. Signal Process. J. Aravinth, Raju Anand, Sathishkumar Samiappan
2023	J	`jnl`	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. A. Baskar, T. Gireesh Kumar, Sathishkumar Samiappan
2022	J	`jnl`	Airborne Hyperspectral Imagery for Band Selection Using Moth-Flame Metaheuristic Optimization. J. Imaging Raju Anand, Sathishkumar Samiappan, Shanmugham Veni, Ethan Worch, Meilun Zhou
2022	J	`jnl`	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. 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
2022	J	`jnl`	Hyperspectral Reflectance and Machine Learning Approaches for the Detection of Drought and Root-Knot Nematode Infestation in Cotton. Remote. Sens. Purushothaman Ramamoorthy, Sathishkumar Samiappan, Martin J. Wubben, John P. Brooks, Amrit Shrestha, Rajendra Mohan Panda, Kambham Raja Reddy, Raju Bheemanahalli
2021	J	`jnl`	Bangla Image Caption Generation through CNN-Transformer based Encoder-Decoder Network. CoRR Md Aminul Haque Palash, M. D. Abdullah Al Nasim, Sourav Saha, Faria Afrin, Raisa Mallik, Sathishkumar Samiappan
2021	C	`conf`	Early Detection of Root-Knot Nematode (Meloidogyne Incognita) Infestation in Cotton Using Hyperspectral Data. IGARSS Sathishkumar Samiappan, Raju Bheemanahalli, Meilun Zhou, John P. Brooks, Martin J. Wubben
2021	J	`jnl`	Improving Animal Monitoring Using Small Unmanned Aircraft Systems (sUAS) and Deep Learning Networks. Sensors Meilun Zhou, Jared A. Elmore, Sathishkumar Samiappan, Kristine O. Evans, Morgan B. Pfeiffer, Bradley F. Blackwell, Raymond B. Iglay
2021	J	`jnl`	Real-Time Automated Classification of Sky Conditions Using Deep Learning and Edge Computing. Remote. Sens. Joby M. Prince Czarnecki, Sathishkumar Samiappan, Meilun Zhou, Cary Daniel McCraine, Louis Wasson
2020	C	`conf`	Hyperspectral Band Selection Using Moth-Flame Metaheuristic Optimization. IGARSS Ethan Worch, Sathishkumar Samiappan, Meilun Zhou, John E. Ball
2020	C	`conf`	Hyperspectral Image Classification Using Fisher's Linear Discriminant Analysis Feature Reduction with Gabor Filtering and CNN. IGARSS Meilun Zhou, Sathishkumar Samiappan, Ethan Worch, John E. Ball
2020	J	`jnl`	Multi-Attribute Ecological and Socioeconomic Geodatabase for the Gulf of Mexico Coastal Region of the United States. Data Andrew Shamaskin, Sathishkumar Samiappan, Jiangdong Liu, Jennifer Roberts, Anna Linhoss, Kristine O. Evans
2020	C	`conf`	Strategic Conservation of Gulf Coast Landscapes Using Multi-Criteria Decision Analysis and Open Source Remote Sensing and GIS Data. IGARSS Sathishkumar Samiappan, Andrew Shamaskin, Jiangdong Liu, Anna Linhoss, Kristine O. Evans
2019	—	`conf`	A Band Selection Method For Hyperspectral Image Classification Based On Cuckoo Search Algorithm With Correlation Based Initialization. WHISPERS Shrutika S. Sawant, Prabukumar Manoharan, Sathishkumar Samiappan
2018	C	`conf`	Texture Classification of Very High Resolution UAS Imagery Using a Graphics Processing Unit. IGARSS Sathishkumar Samiappan, Luan Casagrande, Gustavo Mello Machado, Gray Turnage, Lee Hathcock, Robert J. Moorhead, John E. Ball
2017	C	`conf`	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 Sathishkumar Samiappan, Gray Turnage, Lee Hathcock, Haibo Yao, Russell Kincaid, Robert J. Moorhead II, Steve Ashby
2017	—	`conf`	Probabilistic Neural Network and Wavelet Transform for Mapping of Phragmites Australis Using Low Altitude Remote Sensing. SIBGRAPI Luan Casagrande, Gustavo Mello Machado, Sathishkumar Samiappan, Gray Turnage, Lee Hathcock, Robert J. Moorhead
2016	—	`conf`	Fusion of hyperspectral and LiDAR data using random feature selection and morphological attribute profiles. WHISPERS Sathishkumar Samiappan, Lalitha Dabbiru, Robert J. Moorhead
2015	C	`conf`	Fusion of synthetic aperture radar and hyperspectral imagery to detect impacts of oil spill in Gulf of Mexico. IGARSS Lalitha Dabbiru, Sathishkumar Samiappan, Rodrigo A. A. Nóbrega, James V. Aanstoos, Nicolas H. Younan, Robert J. Moorhead
2015	C	`conf`	Semi-supervised co-training and active learning framework for hyperspectral image classification. IGARSS Sathishkumar Samiappan, Robert J. Moorhead
2013	J	`jnl`	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. Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce
2013	—	`conf`	Support vector machines classification of fluorescence hyperspectral image for detection of aflatoxin in corn kernels. WHISPERS Sathishkumar Samiappan, Lori M. Bruce, Haibo Yao, Zuzana Hruska, Robert L. Brown, Deepak Bhatnagar, Thomas E. Cleveland
2011	C	`conf`	Automated hyperspectral imagery analysis via support vector machines based multi-classifier system with non-uniform random feature selection. IGARSS Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce
2011	C	`conf`	Branch and bound based feature elimination for support vector machine based classification of hyperspectral images. IGARSS Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce, Eric A. Hansen
2010	C	`conf`	Data dependent adaptation for improved classification of hyperspectral imagery. IGARSS Saurabh Prasad, Hemanth Kalluri, Lori M. Bruce, Sathishkumar Samiappan
2010	C	`conf`	NASA's upcoming HyspIRI mission - precision vegetation mapping with limited ground truth. IGARSS Sathishkumar Samiappan, Saurabh Prasad, Lori M. Bruce, Wilfredo Robles