TU3.R2.3

COMPARING MACHINE LEARNING AND CLASSICAL APPROACHES FOR DETECTION OF CAMOUFLAGE TARGETS IN HYPERSPECTRAL DATA

Wolfgang Gross, Simon Schreiner, Jannick Kuester, Andreas Michel, Wolfgang Middelmann, Fraunhofer IOSB, Germany; Marius Vögtli, Luc Sierro, Mathias Kneubühler, University of Zurich, Switzerland

Session:
TU3.R2: Hyperspectral Data Processing and Analysis: Target and Anomaly Detection in Hyperspectral Data Oral

Track:
Data Analysis

Location:
Mitropoulos

Presentation Time:
Tue, 9 Jul, 15:08 - 15:22

Session Chair:
Stefania Matteoli, National Research Council (CNR)
Presentation
Discussion
Resources
No resources available.
Session TU3.R2
TU3.R2.1: TARGET DETECTION WITH LWIR HYPERSPECTRAL SCENE TRANSFER BASED ON DEEP LEARNING
Metehan Yalçın, Seniha Esen Yuksel, Hacettepe University, Turkey; Alper Koz, Middle East Technical University, Turkey
TU3.R2.2: MERGING TOTAL VARIATION INTO LOW-RANK REPRESENTATION FOR HYPERSPECTRAL ANOMALY DETECTION
Linwei Li, Ziyu Wu, Bin Wang, Bo Hu, Fudan University, China
TU3.R2.3: COMPARING MACHINE LEARNING AND CLASSICAL APPROACHES FOR DETECTION OF CAMOUFLAGE TARGETS IN HYPERSPECTRAL DATA
Wolfgang Gross, Simon Schreiner, Jannick Kuester, Andreas Michel, Wolfgang Middelmann, Fraunhofer IOSB, Germany; Marius Vögtli, Luc Sierro, Mathias Kneubühler, University of Zurich, Switzerland
TU3.R2.4: MODEL ADJUSTED MATCHED FILTER FOR METHANE PLUME DETECTION ON PRISMA HYPERSPECTRAL IMAGES
Elyes Ouerghi, Universite Paris-Saclay, ENS Paris-Saclay, Centre Borelli, France; Carlo De Franchis, Kayrros SAS, France; Thibaud Ehret, Gabriele Facciolo, Universite Paris-Saclay, ENS Paris-Saclay, Centre Borelli, France; Alexis Groshenry, Kayrros SAS, France; Enric Meinhardt, Universite Paris-Saclay, ENS Paris-Saclay, Centre Borelli, France; Jean-Michel Morel, City University of Hong Kong, China
TU3.R2.5: LOCAL BACKGROUND ESTIMATION FOR IMPROVED GAS PLUME IDENTIFICATION IN HYPERSPECTRAL IMAGES
Scout Jarman, Utah State University, United States; Zigfried Hampel-Arias, Adra Carr, Los Alamos National Laboratory, United States; Kevin R. Moon, Utah State University, United States
TU3.R2.6: COMPARATIVE ANALYSIS OF WAVELET TRANSFORMATION TECHNIQUES IN ENHANCING SOIL ORGANIC CARBON DETECTION THROUGH HYPERSPECTRAL IMAGING
Bishal Roy, Vasit Sagan, Alifu Haireti, Taylor Geospatial Institute, United States; Jocelyn Saxton, Nadia Shakoor, Donald Danforth Plant Science Center, United States
TU3.R2.7: WEIGHTED SUM OF SEGMENTED CORRELATION: AN EFFICIENT METHOD FOR SPECTRA MATCHING IN HYPERSPECTRAL IMAGES
Sampriti Soor, Kalinga Institute of Industrial Technology, Bhubaneswar, India; Priyanka Kumari, National Institute of Technology, Karnataka, India; B.S. Daya Sagar, Indian Statistical Institute, Bangalore, India; Amba Shetty, National Institute of Technology, Karnataka, India
Resources
No resources available.