Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imagery XXV / Miguel Velez-Reyes, David W. Messinger.

Format:

Book

Author/Creator:

Velez-Reyes, Miguel, author.

Messinger, David W., author.

Language:

English

Subjects (All):

Remote sensing--Congresses.

Remote sensing.

Physical Description:

1 online resource

Place of Publication:

Bellingham, Washington : SPIE, 2019.

Language Note:

In English.

Contents:

x Authors

xi Conference Committee

xiii Introduction

SESSION 1 HYPERSPECTRAL IMAGING STANDARDS

10986 02 IEEE P4001: progress towards a hyperspectral standard (Invited Paper) [10986-1]

SESSION 2 LWIR AND MWIR SPECTRAL SENSING

10986 03 LWIR change detection using robustified temperature emissivity separation and alpha residuals [10986-2]

10986 04 Applications of spectral image quality equation for longwave infrared hyperspectral imagery [10986-3]

10986 05 Assessments of MODIS thermal emissive bands on-orbit calibration performance using Dome C observations [10986-4]

10986 06 Observations on passive polarimetric imaging across multiple infrared wavebands [10986-5]

SESSION 3 CLASSIFICATION AND DIMENSIONALITY REDUCTION

10986 07 Analysis of spectral data using spatial context [10986-6]

10986 08 A comparison of adaptive and template matching techniques for radio-isotope identification [10986-7]

10986 09 Semi-supervised discriminant feature selection for hyperspectral imagery classification [10986-8]

10986 0A Unsupervised hyperspectral band selection in the compressive sensing domain [10986-9]

SESSION 4 SENSOR SYSTEMS AND CHARACTERIZATION

10986 0E Simplified measurement of point spread functions of hyperspectral cameras for assessment of spatial coregistration [10986-13]

10986 0F Solar-induced fluorescence retrievals in the context of physiological, environmental, and hardware-based sources of uncertainty [10986-14]

10986 0G Stray light characterization in a high-resolution imaging spectrometer designed for solarinduced fluorescence [10986-15]

10986 0H SAGE IV Pathfinder multi-spectral imaging spectrometer telescope paves the way for semicustom CubeSat imaging missions [10986-16]

10986 0I Extended characterization of multispectral resolving filter-on-chip snapshot-mosaic CMOS cameras [10986-17]

SESSION 5 CHEMICAL AND EXPLOSIVES DETECTION

10986 0J Advances in active infrared spectroscopy for trace chemical detection [10986-18]

10986 0K Active LWIR hyperspectral imaging and algorithms for rapid standoff trace chemical identification [10986-19]

10986 0N Understanding polynomial distributed lag models: truncation lag implications for a mosquitoborne disease risk model in Brazil [10986-101]

10986 0O Algorithm development with on-board and ground-based components for hyperspectral gas detection from small satellites [10986-22]

SESSION 6 MODELS AND MATHEMATICAL METHODOLOGIES

10986 0P A universal sensing model for compressed hyperspectral image analysis [10986-23]

10986 0Q Parametric modeling of surface-distributed-scatterer ensembles for inverse analysis of diffusereflectance spectra [10986-24]

SESSION 7 MACHINE LEARNING IN SPECTRAL SENSING I

10986 0R Initial investigation into the effect of image degradation on the performance of a 3-category classifier using transfer learning and data augmentation [10986-25]

10986 0S Spatially regularized multiscale graph clustering for electron microscopy [10986-26]

10986 0V Analysis of long-wave infrared hyperspectral classification performance across changing scene illumination [10986-28]

10986 0W Unraveling low abundance intimate mixtures with deep learning [10986-29]

10986 0X Sheared multi-scale weight sharing for multi-spectral superresolution [10986-30]

SESSION 8 APPLICATIONS OF SPECTRAL SENSING

10986 0Y Multispectral camera design and algorithms for python snake detection in the Florida Everglades [10986-31]

10986 0Z Stellar background rendering for space situational awareness algorithm development [10986-32]

10986 10 Hyperspectral nondestructive evaluation of early damage and degradation in metallic materials [10986-33]

10986 11 Hyperspectral pigment analysis of cultural heritage artifacts using the opaque form of KubelkaMunk theory [10986-34]

10986 14 Evaluation of target detection methods and the study of accuracy improvement toward the application to MDA with hyperspectral imaging [10986-36]

SESSION 9 TARGET AND CHANGE DETECTION

10986 15 Multi-sensor anomalous change detection at scale [10986-37]

10986 16 Change detection using Landsat and Worldview images [10986-38]

10986 17 Comparison of longwave infrared hyperspectral target detection methods [10986-39]

10986 18 Coupled atmospheric surface observations with surface aerosol particle counts for daytime sky radiance quantification [10986-40]

10986 19 Object detection and classification in aerial hyperspectral imagery using a multivariate hit-ormiss transform [10986-41]

SESSION 10 MACHINE LEARNING IN SPECTRAL SENSING II

10986 1A Machine learning for better trace chemical detection [10986-43]

10986 1B Blended learning for hyperspectral data [10986-45]

10986 1C An application of CNNs to time sequenced one dimensional data in radiation detection [10986-46]

10986 1D Optimizing deep learning model selection for angular feature extraction in satellite imagery [10986-47]

SESSION 11 SPECTRAL IMAGING

10986 1F High speed VNIR/SWIR HSI sensor for vegetation trait mapping [10986-49]

10986 1G Frequency analysis and optimization of the diffractive plenoptic camera [10986-50]

10986 1H Assessment of residual fixed pattern noise on hyperspectral detection performance [10986-51]

10986 1I Optimized algorithm for processing hyperspectral push-broom data from multiple sources [10986-52]

10986 1J Development of a pipeline for generating high resolution multispectral Mastcam images [10986-53]

POSTER SESSION

10986 1L Iterative constrained energy minimization convolutional neural network for hyperspectral image classification [10986-54]

10986 1M Unsupervised iterative CEM-clustering based multiple Gaussian feature extraction for hyperspectral image classification [10986-55]

10986 1N A novel image registration method based on geometrical outlier removal [10986-56]

10986 1O An iterative SIFT based on intensity and spatial information for remote sensing image registration [10986-57]

10986 1R Case-study analysis of apparent camouflage-pattern color using segment-weighted spectra [10986-60]

10986 1S Dried red chili peppers pungency assessment by visible and near infrared spectroscopy [10986-61]

10986 1T Robust iterative estimation of material abundances based on spectral filters exploiting the SVD [10986-63]

10986 1U Feature extraction and scene classification for remote sensing image based on sparse representation [10986-64]

10986 1V Hyperspectral anomaly detection algorithm based on non-negative sparsity score estimation [10986-66]

10986 1W Tracking long-term stability of MODIS thermal emissive bands response versus scan-angle using Dome C observations [10986-67]

10986 1X Defect detection based on monogenic signal processing [10986-68].

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

1-5106-2638-7