Comparison of color-based feature extraction methods in banana leaf diseases classification using SVM and K-NN

QR Code

Comparison of color-based feature extraction methods in banana leaf diseases classification using SVM and K-NN

In Malaysia, banana is a top fruit production which contribute to the economy growth in agriculture field. Hence, it is significant to have a quality production of banana and important to detect the plant diseases at the early stage. There are many types of banana leaf diseases such as Banana Mosaic...

Full description

Bibliographic Details
Main Authors:	Mat Said, Nur Sholehah, Madzin, Hizmawati, Ali, Siti Khadijah, Ng, Seng Beng
Format:	Article
Published:	Institute of Advanced Engineering and Science (IAES) 2021
Online Access:	http://psasir.upm.edu.my/id/eprint/96465/

Similar Items

kNN and SVM classification for EEG: a review
by: Fuad, N., et al.
Published: (2020)

kNN Classification of Epilepsy Brainwaves
by: Mahfuzah, Mustafa, et al.
Published: (2013)

K-NN classification of brain dominance
by: Khairul Amrizal, Abu Nawas, et al.
Published: (2017)

Feature selection for classification of hyperspectral data by SVM
by: Pal, Mahesh, et al.
Published: (2010)

Classification of Ammonia Odor-profile Using k-NN Technique
by: Fathimah, Abdul Halim, et al.
Published: (2016)

Automated plant classification system using a hybrid of shape and color features of the leaf
by: Hamid, Laith Emad
Published: (2016)

kNN: Classification of agarwood types in oil and wooden using E-nose
by: Mujahid, Mohamad, et al.

Information fusion of text and visual features for multi-modality medical information retrieval / Hizmawati Madzin
by: Madzin, Hizmawati
Published: (2013)

A robust technique of brain MRI classification using color features and k-nearest neighbor algorithm
by: Fayaz, Muhammad, et al.
Published: (2016)

The classification of motor imagery response: an accuracy enhancement through the ensemble of random subspace k-NN
by: Rashid, Mamunur, et al.
Published: (2021)

Fire Detection Based on Color Filters and Bag-of- Features Classification
by: Poobalan, Kumaraguru, et al.
Published: (2015)

Subject-dependent and subject-independent emotional classification of CMAC-based features using EFuNN
by: Yaacob, Hamwira Sakti, et al.
Published: (2014)

Comparison of SVM, Naive Bayes, and ELM Models in Plant Growth Classification
by: M., Muflih, et al.
Published: (2024)

Performance comparison of License Plate Recognition System using multi-features and SVM
by: Siti Norul Huda Sheikh Abdullah,, et al.
Published: (2011)

The Classification of Wink-Based EEG Signals: The identification on efficiency of transfer learning models by means of kNN classifier
by: Jothi Letchumy, Mahendra Kumar, et al.
Published: (2021)

Classification of compressive strength grades for lightweight aggregate concrete with palm oil fuel ash (POFA) using kNearest Neighbour (k-NN)
by: Mohamad Hushnie, Haron, et al.
Published: (2023)

Classification of compressive strength grades for lightweight aggregate concrete with palm oil fuel ash (POFA) using k-Nearest Neighbour (k-NN)
by: Mohamad Hushnie, Haron, et al.
Published: (2023)

Classification-based fast transient stability assessment of power systems using LS-SVM with enhanced feature reduction techniques
by: Abdul Wahab, Noor Izzri, et al.
Published: (2013)

Automated leaf alignment and partial shape feature extraction for plant leaf classification
by: Hamid, Laith Emad, et al.
Published: (2019)

Evaluate the performance of SVM kernel functions for multiclass cancer classification
by: Mohd Hatta, Noramalina, et al.
Published: (2020)

Features selection for intrusion detection system using hybridize PSO-SVM
by: Tabaan, Alaa Abdulrahman
Published: (2016)

NN with DTW-FF Coefficients and Pitch Feature for Speaker Recognition
by: Sudirman, Rubita, et al.
Published: (2006)

Segmentation of pulmonary cavity in lung CT scan for tuberculosis disease
by: Tan, Zhuoyi, et al.
Published: (2024)

kNN-IS: an iterative spark-based design of the k-nearest neighbors classifier for big data
by: Maillo, Jesus, et al.
Published: (2016)

Realization Of The 1D Local Binary Pattern (LBP) Algorithm In Raspberry Pi For Iris Classification Using K-NN Classifier
by: Siow, Shien Loong
Published: (2018)

Banana grading system using color histogram (BGS)
by: Siti Nur Saadah, Mohd Jali
Published: (2012)

Intra color-shape classification for traffic sign recognition
by: Lim, Hann, et al.
Published: (2010)

Evaluation of time-domain features for motor imagery movements using FCM and SVM
by: Khorshidtalab, Aida, et al.
Published: (2012)

Evaluating the effectiveness of time-domain features for motor imagery movements using SVM
by: Khorshidtalab, Aida, et al.
Published: (2012)

The Effectiveness of DTW-FF Coefficients and Pitch Feature in NN Speech Recognition
by: Sudirman, Rubita, et al.
Published: (2006)

Improved support vector machine using multiple SVM-RFE for cancer classification
by: Mohd Hasri, Nurul Nadzirah, et al.
Published: (2017)

Classifying motion intention from EMG signal: A kNN approach
by: Mohd Khairuddin, Ismail, et al.
Published: (2020)

Effect of K+, Ca2+ and Na+ nn gelling properties of eucheuma cottonii
by: Jau-Shya Lee,, et al.
Published: (2008)

Qualitative and quantitative analysis of natural colorants from banana bracts
by: Fatihah Hayati, Abdul Sani
Published: (2010)

A color-based high temperature extraction method in breast thermogram to classify cancerous and healthy cases using SVM
by: Al-Rababah, Khaleel Saleh, et al.
Published: (2018)

Content-based image retrieval for fish based on extended zernike moments-local directional pattern-hue color space
by: Osman, Noorul Shuhadah, et al.
Published: (2019)

Computer-generated fractals with medical application in trabecular bone structure / Hizmawati Madzin
by: Hizmawati , Madzin
Published: (2006)

Local DTW Coefficients and Pitch Feature for Back-Propagation NN Digits Recognition
by: Sudirman, Rubita, et al.
Published: (2006)

Local DTW coefficients and pitch feature for back-propagation NN digits recognition
by: Sudirman, R., et al.
Published: (2006)

Computer skills for empowering orphans and vulnerable children (OVC) in Malaysia
by: Madzin, Hizmawati, et al.
Published: (2020)