Hyperspectral Image Unmixing Incorporating Adjacency Information

• मुख्य लेखक: Bauer, Sebastian (auth)
• स्वरूप: इलेक्ट्रोनिक पुस्तक अध्याय
• भाषा: अंग्रेज़ी
• प्रकाशित: KIT Scientific Publishing 2018
• श्रृंखला: Forschungsberichte aus der Industriellen Informationstechnik / Institut für Industrielle Informationstechnik (IIIT), Karlsruher Institut für Technologie
• विषय: Technology: general issues; Spektrale Entmischung; spectral unmixing; Blinde Quellentrennung; Hyperspectral image processing; Nichtnegative Matrixzerlegung; nonnegative matrix factorization; blind source separation; Hyperspektrale Bildverarbeitung
• ऑनलाइन पहुंच: DOAB: download the publication; DOAB: description of the publication

While the spectral information contained in hyperspectral images is rich, the spatial resolution of such images is in many cases very low. Many pixel spectra are mixtures of pure materials' spectra and therefore need to be decomposed into their constituents. This work investigates new decomposi...