Spectral and spatial complexity-based hyperspectral unmixing

S Jia, Y Qian - IEEE Transactions on Geoscience and Remote …, 2007 - ieeexplore.ieee.org
Hyperspectral unmixing, which decomposes pixel spectra into a collection of constituent
spectra, is a preprocessing step for hyperspectral applications like target detection and …

Haze removal based on a fully automated and improved haze optimized transformation for landsat imagery over land

L Sun, R Latifovic, D Pouliot - Remote Sensing, 2017 - mdpi.com
Optical satellite imagery is often contaminated by the persistent presence of clouds and
atmospheric haze. Without an effective method for removing this contamination, most optical …

Using spectral distances for speedup in hyperspectral image processing

SA Robila - International Journal of Remote Sensing, 2005 - Taylor & Francis
This paper investigates the efficiency of spectral screening as a tool for speedup in
hyperspectral image processing. Spectral screening is a technique for reducing the …

Особенности обработки гиперспектральных данных дистанционного зондирования при решении задач мониторинга окружающей среды

ЮН Журавель, АА Федосеев - Компьютерная оптика, 2013 - cyberleninka.ru
Рассматриваются вопросы обработки данных дистанционного зондирования Земли с
целью обнаружения и идентификации объектов природного и антропогенного …

Recognition of urban transport infrastructure objects via hyperspectral images

O Saprykin, A Fedoseev, T Mikheeva - International Conference on …, 2016 - scitepress.org
Actualization of vector maps of the urban transport infrastructure, including street and road
network, in conditions of constant changes is a resource-consuming task and it requires the …

The features of hyperspectral remote sensing data processing under environment monitoring tasks solution

YN Zhuravel, AA Fedoseev - Computer Optics, 2013 - mathnet.ru
Yu. N. Zhuravel, AA Fedoseev, “The features of hyperspectral remote sensing data
processing under environment monitoring tasks solution”, Computer Optics, 37:4 (2013) …

[PDF][PDF] An investigation of spectral metrics in hyperspectral image preprocessing for classification

S Robila - Geospatial goes global: from your neighborhood to the …, 2005 - researchgate.net
The paper investigates the efficiency of spectral metrics when used in spectral screening of
hyperspectral imagery. Spectral screening is the technique of selecting from the data a …

Improved iterative error analysis for endmember extraction from hyperspectral imagery

L Sun, Y Zhang, B Guindon - Imaging Spectrometry XIII, 2008 - spiedigitallibrary.org
Automated image endmember extraction from hyperspectral imagery is a challenge and a
critical step in spectral mixture analysis (SMA). Over the past years, great efforts were made …

An analysis of spectral metrics for hyperspectral image processing

SA Robila - IGARSS 2004. 2004 IEEE International Geoscience …, 2004 - ieeexplore.ieee.org
This paper investigates the efficiency of spectral metrics when used in spectral screening of
hyperspectral imagery. Spectral screening is the technique of selecting from the data a …

Accurate estimation of ICA weight matrix by implicit constraint imposition using Lie group

SE Selvan, A Mustatea, CC Xavier… - IEEE transactions on …, 2009 - ieeexplore.ieee.org
This paper presents a new stochastic algorithm to optimize the independence criterion-
mutual information-among multivariate data using local, global, and hybrid optimizers, in …