Siamak Khorram

Works (5)

Updated: July 5th, 2023 14:29

2018 book

Image Processing and Data Analysis with ERDAS IMAGINE®

By: S. Nelson*  & S. Khorram*

Sources: Crossref, NC State University Libraries
Added: July 7, 2020

2011 journal article

Development of a modified neural network-based land cover classification system using automated data selector and multiresolution remotely sensed data

Geocarto International, 26(6), 435–457.

By: S. Khorram n, H. Yuan & C. Van Der Wiele n

author keywords: automated data selector (ADS); artificial neural network (ANN); Landsat TM; SPOT; multiresolution classification; land use/land cover classification, data fusion, image classification, remote sensing
TL;DR: ADS adapted from the KSOM network improved training data quality and increased classification accuracy and efficiency, and fusion of Landsat thematic mapper and SPOT images using the modified ANN approach increases accuracy. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
15. Life on Land (Web of Science)
Source: Crossref
Added: December 21, 2020

2010 journal article

High-resolution land cover change detection based on fuzzy uncertainty analysis and change reasoning

International Journal of Remote Sensing, 31(2), 455–475.

By: D. Hester n, S. Nelson  n, H. Cakir n, S. Khorram n & H. Cheshire n

TL;DR: This work presents an efficient fuzzy framework for transforming map uncertainty into accurate and practical change analysis and creates a continuous representation of change, a product type that retains more information and flexibility than discrete maps of change. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
15. Life on Land (Web of Science)
Sources: Crossref, Web Of Science, NC State University Libraries
Added: August 6, 2018

2009 journal article

Global registration of overlapping images using accumulative image features

Pattern Recognition Letters, 31(2), 112–118.

By: K. Krish n, S. Heinrich n, W. Snyder n, H. Cakir n & S. Khorram n

author keywords: Image registration; Feature matching; Accumulator-based methods; Feature correspondence; Evidence accumulation
TL;DR: A new feature-based image registration technique which registers images by finding rotation- and scale-invariant features and matching them using a novel feature matching algorithm based on an evidence accumulation process reminiscent of the generalized Hough transform is introduced. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
Sources: Crossref, Web Of Science
Added: August 6, 2018

2006 journal article

Correspondence analysis for detecting land cover change

Remote Sensing of Environment, 102(3-4), 306–317.

By: H. Cakir n, S. Khorram n & S. Nelson n 

author keywords: correspondence analysis; LULC change detection; principal component analysis; normalized difference vegetation index
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities (OpenAlex)
13. Climate Action (Web of Science)
15. Life on Land (Web of Science)
Sources: Crossref, Web Of Science, NC State University Libraries
Added: August 6, 2018

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