03556nam 22007335 450 991101864950332120250806172316.03-031-83127-610.1007/978-3-031-83127-0(MiAaPQ)EBC32253148(Au-PeEL)EBL32253148(CKB)40083405600041(DE-He213)978-3-031-83127-0(OCoLC)1531319204(EXLCZ)994008340560004120250806d2025 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierComputational Intelligence Based Hyperspectral Image Analysis and Applications Volume 2 /edited by Anu Bajaj, Ajith Abraham1st ed. 2025.Cham :Springer Nature Switzerland :Imprint: Springer,2025.1 online resource (396 pages)Intelligent Systems Reference Library,1868-4408 ;2693-031-83126-8 Hyperspectral Imaging for the Diagnosis of Latent Tuberculosis Infection -- Hyperspectral Image Analysis for Plant Water Stress Assessment Using One-Dimensional Convolutional Neural Network -- Hyperspectral image synthesis from RGB images applied to wildfire detection.Computational Intelligence based Hyperspectral Image Analysis and Applications, the second volume in this series, delves into the practical implementation of cutting-edge computational intelligence techniques in hyperspectral imaging, offering a comprehensive exploration of advanced analysis methods and their real-world applications. This volume consists 12 chapters that cover key topics such as classification, segmentation, pan sharpening and a variety of impactful applications. Readers will discover how these techniques are applied in fields like material identification, medical imaging, agriculture, wildfire detection, and remote sensing. This volume brings together an expert group of contributors, whose collective knowledge and practical experience offer readers a unique perspective on how to harness the power of computational intelligence for solving complex challenges in hyperspectral image analysis.Intelligent Systems Reference Library,1868-4408 ;269Computational intelligenceSignal processingMachine learningArtificial intelligenceEngineeringData processingComputer visionComputational IntelligenceDigital and Analog Signal ProcessingMachine LearningArtificial IntelligenceData EngineeringComputer VisionComputational intelligence.Signal processing.Machine learning.Artificial intelligence.EngineeringData processing.Computer vision.Computational Intelligence.Digital and Analog Signal Processing.Machine Learning.Artificial Intelligence.Data Engineering.Computer Vision.621.367Bajaj Anu1349138Abraham Ajith720591MiAaPQMiAaPQMiAaPQBOOK9911018649503321Computational Intelligence Based Hyperspectral Image Analysis and Applications4415121UNINA