Real-time progressive hyperspectral image processing : endmember finding and anomaly detection /: endmember finding and anomaly detection. ([2016])

• Record Type: Book
• Further Information: Note: Chein-I Chang.
• Authors: Chang, Chein-I
• Contents: Overview and introduction -- Linear spectral mixture analysis -- Finding endmembers in hyperspectral imagery -- Linear spectral unmixing with three criteria, least squares error, simplex volume and orthogonal projection -- Hyperspectral target detection -- Fully geometric-constrained sequential endmember finding: simplex volume analysis-based N-FINDR -- Partially geometric-constrained sequential endmember finding: convex cone volume analysis -- Geometric-unconstrained sequential endmember finding: orthogonal projection analysis -- Fully abundance-constrained sequential endmember finding: linear spectral mixture analysis -- Fully geometric-constrained progressive endmember finding: growing simplex volume analysis -- Partially geometric-constrained progressive endmember finding: growing convex cone volume analysis -- Geometric-unconstrained progressive endmember finding: orthogonal projection analysis -- Endmember finding algorithms: comparative studies and analyses -- Anomaly detection characterization -- Anomaly discrimination and categorization -- Anomaly detection and background suppression -- Multiple window anomaly detection -- Anomaly detection using causal sliding windows.
• Publisher Details: New York : Springer
• Publication Date: 2016
• Copyright Date: 2016
• Extent: 1 online resource
• Subjects: 621.3678; Engineering; Image processing -- Digital techniques; TECHNOLOGY & ENGINEERING -- Mechanical; Image processing -- Digital techniques; Computers -- Computer Graphics; Computers -- Computer Vision & Pattern Recognition; Image processing; Pattern recognition; Computer vision; Optical pattern recognition; Biometrics; Technology & Engineering -- Electronics -- General; Imaging systems & technology; Electronic books; Electronic books
• Languages: English
• ISBNs: 9781441961877; 1441961879; 1441961860; 9781441961860
• Related ISBNs: 9781441961860
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, viewed March 30, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.