Artificial neural network-based texture classification using reduced multidirectional Gabor features
In this paper, a technique to classify Engineering Machined Textures (EMT) into the six classes of Turning, Grinding, Horizontal-Milling, Vertical-Milling, Lapping and Shaping, is presented. Multidirectional Gabor features are firstly extracted from each image followed by a dimensionality reduction...
| Main Authors: | Ashour, Mohammed W., Khalid, Fatimah, Abdullah, Lili Nurliyana, Abdul Halin, Alfian |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Praise Worthy Prize
2014
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/36537/ http://psasir.upm.edu.my/id/eprint/36537/1/Artificial%20neural%20network.pdf |
Similar Items
Machining process classification using PCA reduced histogram features and the support vector machine
by: Ashour, Mohammed Waleed, et al.
Published: (2015)
by: Ashour, Mohammed Waleed, et al.
Published: (2015)
Texture-based classification of workpiece surface images using the support vector machine
by: Ashour, Mohammed Waleed, et al.
Published: (2015)
by: Ashour, Mohammed Waleed, et al.
Published: (2015)
Classification of herbs plant diseases via hierarchical dynamic artificial neural network
by: Abdullah, Lili Nurliyana, et al.
Published: (2010)
by: Abdullah, Lili Nurliyana, et al.
Published: (2010)
Classification of herbs plant diseases via hierachical dynamic artificial neural network after image removal using kernel regression framework
by: Abdullah, Lili Nurliyana, et al.
Published: (2011)
by: Abdullah, Lili Nurliyana, et al.
Published: (2011)
Supervised ANN classification for engineering machined textures based on enhanced features extraction and reduction scheme
by: Ashour, Mohammed Waleed, et al.
Published: (2013)
by: Ashour, Mohammed Waleed, et al.
Published: (2013)
Splicing image forgery identification based on artificial neural network approach and texture features
by: Mohd Omar, Nur Fareha Amira
Published: (2019)
by: Mohd Omar, Nur Fareha Amira
Published: (2019)
Texture recognition by using artificial neural network
by: Foong, Lee Sai
Published: (2013)
by: Foong, Lee Sai
Published: (2013)
Texture classification and discrimination for region-based image retrieval
by: Zand, Mohsen, et al.
Published: (2015)
by: Zand, Mohsen, et al.
Published: (2015)
Texture classification and discrimination for region-based image retrieval
by: Zand, Mohsen, et al.
Published: (2015)
by: Zand, Mohsen, et al.
Published: (2015)
Recognizing faces with normalized local Gabor features and Spiking Neuron Patterns
by: Kamaruzaman, Fadhlan, et al.
Published: (2016)
by: Kamaruzaman, Fadhlan, et al.
Published: (2016)
Feature Extraction on Medical Image using 2D Gabor Filter
by: Zainudin, Muhammad Noorazlan Shah, et al.
Published: (2011)
by: Zainudin, Muhammad Noorazlan Shah, et al.
Published: (2011)
Deducting abnormalities in chest X-rays using Gabor filters and deep neural network (DNN)
by: Mohammed Sayim Khalil,
Published: (2024)
by: Mohammed Sayim Khalil,
Published: (2024)
An artificial neural network for pattern classification and visualization
by: Sandra,, Ong Pi Yin.
Published: (2010)
by: Sandra,, Ong Pi Yin.
Published: (2010)
Curvelet based texture features for breast cancer classifications
by: Yasiran, Siti Salmah, et al.
Published: (2021)
by: Yasiran, Siti Salmah, et al.
Published: (2021)
Fruits recognition based on texture features and K-Nearest Neighbor
by: Kamal Ariffin, Nur Izzani, et al.
Published: (2018)
by: Kamal Ariffin, Nur Izzani, et al.
Published: (2018)
The use of artificial neural network in the classification of EMG signals
by: Ahsan, Md. Rezwanul, et al.
Published: (2012)
by: Ahsan, Md. Rezwanul, et al.
Published: (2012)
Artificial neural network approach in radar target classification
by: Ibrahim, N. K., et al.
Published: (2009)
by: Ibrahim, N. K., et al.
Published: (2009)
Classification Of Breast Lesions Using Artificial Neural Network.
by: Mashor, M Y, et al.
Published: (2006)
by: Mashor, M Y, et al.
Published: (2006)
Classification of water quality using artificial neural network
by: Sulaiman, Khadijah
Published: (2020)
by: Sulaiman, Khadijah
Published: (2020)
Application of artificial neural networks and multivariate statistics to estimate UCS using textural characteristics
by: Manouchehrian, A., et al.
Published: (2012)
by: Manouchehrian, A., et al.
Published: (2012)
Hybrid pre-classification technique – artificial neural network for lightning severity classification
by: Omar, Muhammad Azhar
Published: (2014)
by: Omar, Muhammad Azhar
Published: (2014)
Haralick texture and invariant moments features for breast cancer classification
by: Yasiran, Siti Salmah, et al.
Published: (2015)
by: Yasiran, Siti Salmah, et al.
Published: (2015)
Neural network classification of late gamma band electroencephalogram features
by: Ravi, K. V. R., et al.
Published: (2006)
by: Ravi, K. V. R., et al.
Published: (2006)
Classification of control measures for asthma using artificial neural network
by: N.H.H.M., Hanif, et al.
Published: (2009)
by: N.H.H.M., Hanif, et al.
Published: (2009)
Model for phishing websites classification using artificial neural network
by: Hassan, N. H., et al.
Published: (2021)
by: Hassan, N. H., et al.
Published: (2021)
Web Phishing Classification Model using Artificial Neural Network and Deep Learning Neural Network
by: Noor Hazirah, Hassan, et al.
Published: (2023)
by: Noor Hazirah, Hassan, et al.
Published: (2023)
Surface electromyography hand motion classification using time domain features and artificial neural network for real time application
by: Ahmad Nadzri, Ahmad Akmal, et al.
Published: (2014)
by: Ahmad Nadzri, Ahmad Akmal, et al.
Published: (2014)
Gait feature based on human identification & classification by using artificial neural network and project management approaches for its implementation
by: Tariq, Waqar, et al.
Published: (2019)
by: Tariq, Waqar, et al.
Published: (2019)
Configurations comparison of multidirectional matrix converter for low power application
by: Toosi, Saman, et al.
Published: (2014)
by: Toosi, Saman, et al.
Published: (2014)
Parallel implementation of genomic sequences classification using modified gabor wavelet transform on multicore systems
by: Gunawan, Teddy Surya, et al.
Published: (2012)
by: Gunawan, Teddy Surya, et al.
Published: (2012)
Automated classification of wear particles based on their surface texture and shape features
by: Stachowiak, G.P., et al.
Published: (2008)
by: Stachowiak, G.P., et al.
Published: (2008)
Surface EMG classification for prosthesis control: fuzzy logic vs. artificial neural network
by: Ahmad, Siti Anom, et al.
Published: (2012)
by: Ahmad, Siti Anom, et al.
Published: (2012)
VHDL modeling of EMG signal classification using artificial neural network
by: Ahsan, Md. Rezwanul, et al.
Published: (2012)
by: Ahsan, Md. Rezwanul, et al.
Published: (2012)
Bio-computational model of object-recognition: Quantum Hebbian processing with neurally shaped Gabor wavelets
by: Peruš, Mitja, et al.
Published: (2005)
by: Peruš, Mitja, et al.
Published: (2005)
Hardware Implementation Of Artificial Neural Network On FPGA For Sulfate-Reducing Bacteria
by: Tan, Earn Tzeh
Published: (2014)
by: Tan, Earn Tzeh
Published: (2014)
A texture descriptor: BackGround Local Binary Pattern (BGLBP)
by: Davarpanah, Seyed Hashem, et al.
Published: (2015)
by: Davarpanah, Seyed Hashem, et al.
Published: (2015)
Comparing the legendre wavelet filter and the
gabor wavelet filter for feature extraction based
on iris recognition system
by: Danlami, Muktar, et al.
Published: (2020)
by: Danlami, Muktar, et al.
Published: (2020)
Monotonic direct simple shear tests on sand under
multidirectional loading
by: Li, Yao, et al.
Published: (2016)
by: Li, Yao, et al.
Published: (2016)
Prediction of punching shear capacity of RC flat slabs using artificial neural network
by: Safiee, Nor Azizi, et al.
Published: (2017)
by: Safiee, Nor Azizi, et al.
Published: (2017)
Recognizing Faces -- An Approach Based on Gabor Wavelets
by: Shen, Linlin
Published: (2005)
by: Shen, Linlin
Published: (2005)
Similar Items
-
Machining process classification using PCA reduced histogram features and the support vector machine
by: Ashour, Mohammed Waleed, et al.
Published: (2015) -
Texture-based classification of workpiece surface images using the support vector machine
by: Ashour, Mohammed Waleed, et al.
Published: (2015) -
Classification of herbs plant diseases via hierarchical dynamic artificial neural network
by: Abdullah, Lili Nurliyana, et al.
Published: (2010) -
Classification of herbs plant diseases via hierachical dynamic artificial neural network after image removal using kernel regression framework
by: Abdullah, Lili Nurliyana, et al.
Published: (2011) -
Supervised ANN classification for engineering machined textures based on enhanced features extraction and reduction scheme
by: Ashour, Mohammed Waleed, et al.
Published: (2013)