Texture-based classification of remotely sensed images

A Suruliandi, S Jenicka - International Journal of Signal and …, 2015 - inderscienceonline.com
Texture is a significant spatial property that precisely captures patterns in a satellite image.
Texture-based classification plays a vital role in land use-land cover application of remotely …

On measuring and employing texture directionality for image classification

M Maskey, TS Newman - Pattern Analysis and Applications, 2021 - Springer
Directionality is useful in many computer vision, pattern recognition, visualization, and
multimedia applications since it is considered as an important pre-attentive attribute in …

A textural approach for land cover classification of remotely sensed image

S Jenicka, A Suruliandi - CSI transactions on ICT, 2014 - Springer
Texture features play a vital role in land cover classification of remotely sensed images.
Local binary pattern (LBP) is a texture model that has been widely used in many …

Microstructural characterisation of pearlitic and complex phase steels using image analysis methods

X Liu - 2014 - etheses.bham.ac.uk
The measurement of properties is very important for both material design and quality control.
As materials' properties are determined by the microstructure of the materials such as grain …

Fuzzy texture model and support vector machine hybridization for land cover classification of remotely sensed images

S Jenicka, A Suruliandi - Journal of Applied Remote Sensing, 2014 - spiedigitallibrary.org
Accuracy of land cover classification in remotely sensed images relies on the utilized
classifier and extracted features. Texture features are significant in land cover classification …

Hermite-based texture feature extraction for classification of humeral head in proton density-weighted MR images

A Sezer, HB Sezer, S Albayrak - Neural Computing and Applications, 2017 - Springer
The objective of this research is to develop a computer-based diagnosis system which is
capable of recognizing normal and edematous humeral head images by using texture …

Sugeno fuzzy-inference-system-based land cover classification of remotely sensed images

S Jenicka - Environmental Information Systems: Concepts …, 2019 - igi-global.com
Accuracy of land cover classification in remotely sensed images relies on the features
extracted and the classifier used. Texture features are significant in land cover classification …

Texture Detection for Letter Carving Segmentation of Ancient Copper Inscriptions

ST Rasmana, YK Suprapto, IKE Purnama… - … Journal of Pattern …, 2017 - World Scientific
As relics of history, ancient copper inscriptions are found in many countries. Information in
the image or letter forms contained on copper ancient inscription has a very high value. The …

[PDF][PDF] Color Image Segmentation using Fuzzy Local Texture Patterns

EM Srinivasan, K Ramar, A Suruliandi - International Journal of Computer …, 2012 - Citeseer
Texture is one of the fundamental image characteristics useful in computer vision tasks such
as object recognition and scene analysis. Texture segmentation is one of the image analysis …

Introduction to Texture and Related Work

S Jenicka, S Jenicka - Land Cover Classification of Remotely Sensed …, 2021 - Springer
This chapter explores texture, texture model, and properties of texture in image processing. It
exposes standard texture dataset to the reader which is vital for the validation of any new …