Lung Cancer Detection Using combination of Gabor Filter, Histogram Equalization and Multi-Layer Perceptron

QR Code

Lung Cancer Detection Using combination of Gabor Filter, Histogram Equalization and Multi-Layer Perceptron

Globally, lung cancer ranks second in prevalence and highest in mortality among all cancers. Previous research that utilised computer vision and machine learning faced limitations in computation cost, processing time, and the increasing number of images required for accurate assessment. The purpose...

Full description

Bibliographic Details
Published in:	2024 IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC CONTROL AND INTELLIGENT SYSTEMS, I2CACIS 2024
Main Authors:	Khalid, Nur Jannah; Sabri, Nurbaity; Abu Mangshor, Nur Nabilah; Ibrahim, Shafaf; Fadzil, Ahmad Firdaus Ahmad
Format:	Proceedings Paper
Language:	English
Published:	IEEE 2024
Subjects:	Automation & Control Systems; Computer Science
Online Access:	https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-recordWOS:001308267400036

Similar Items

Lung Cancer Detection Using combination of Gabor Filter, Histogram Equalization and Multi-Layer Perceptron
by: Khalid N.J.; Sabri N.; Abu Mangshor N.N.; Ibrahim S.; Ahmad Fadzil A.F.
Published: (2024)

Reconfigurable gabor filter for fingerprint recognition using FPGA verilog
by: Rosshidi H.T.; Hadi A.R.
Published: (2009)

Visual Facial Paralysis Detection using InceptionResNetV2
by: Razlan, et al.
Published: (2024)

Identifying the dominant species of tropical wood species using histogram intersection method
by: Ahmad A.; Yusof R.; Mitsukura Y.
Published: (2015)

Students’ learning habit factors during COVID-19 pandemic using multilayer perceptron (MLP)
by: Mangshor N.N.A.; Ibrahim S.; Sabri N.; Kamaruddin S.A.
Published: (2021)

PV Cell Defects Classification in Electroluminescence Images using Gradient Histogram (HOG)
by: Yani A.N.A.; Shariff K.K.M.; Othman Z.; Sulaiman S.I.; Zakaria N.A.Z.; Yassin A.I.
Published: (2023)

Performance evaluation of radial basis function (RBF) and multilayer perceptron (MLP) in identifying the contributory factors of learning habits during COVID-19
by: Mangshor N.N.A.; Ibrahim S.; Sabri N.; Hamzah H.H.M.; Kamaruddin S.A.
Published: (2024)

Development of mobile face verification based on locally normalized gabor wavelets
by: Zaman F.H.K.; Sulaiman A.A.; Yassin I.M.; Tahir N.M.; Rizman Z.I.
Published: (2017)

Development of Mobile Face Verification Based on Locally Normalized Gabor Wavelets
by: Zaman F.H.K.; Sulaiman A.A.; Yassin I.M.; Tahir N.M.; Rizman Z.I.
Published: (2017)

Recognizing faces with normalized local Gabor features and Spiking Neuron Patterns
by: Kamaruzaman F.; Shafie A.A.
Published: (2016)

The Split Equality Fixed-Point Problem and Its Applications
by: Mohammed, et al.
Published: (2024)

Hepatoid adenocarcinoma of the lung with hard palate metastasis: Review of a rare presentation of lung cancer
by: Shahrudin, et al.
Published: (2023)

Distribution and Abundance of Wildlife Roadkills in Jengka, Pahang, Peninsular Malaysia
by: Hamzah, et al.
Published: (2024)

Sustainable development goals on gender equality disclosure practices of Indonesian companies
by: Faisal F.; Hapsari M.A.; Joseph C.; Pramono Sari M.
Published: (2024)

Performance analysis of STFBC MIMO-OFDMA with different equalization adaptive algorithm
by: Sulong S.M.; Idris A.; Sarnin S.S.
Published: (2016)

Classification of Coffee Roast Levels using Multi-Layer Perceptron on MNDT s-Parameters
by: Salim A.; Yassin I.M.; Mahmood M.K.A.; Khan Z.I.; Ali M.S.A.M.; Mohd Shariff K.K.; Osman F.N.; Ahmad A.; Eskandari F.
Published: (2022)

Scientific Communication on Gender Equality and Women's Empowerment in BRICS Countries: A Computational Scientometric Analysis
by: Basumatary, et al.
Published: (2023)

Hypertension Prediction in Adolescents Using Anthropometric Measurements: Do Machine Learning Models Perform Equally Well?
by: Chai S.S.; Goh K.L.; Cheah W.L.; Chang Y.H.R.; Ng G.W.
Published: (2022)

Is It Citizen-Centric? A Tool for Evaluating E-government Websites' Citizen-Centricity
by: Kamaruddin, et al.
Published: (2023)

Detection of infant hypothyroidism with mel frequency cepstrum analysis and multi-layer perceptron classification
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2010)

Tocotrienols and α-tocopherol reduced acute and chronic lung lipid peroxidation induced by paraquat in rats
by: Asmadi A.Y.; Adam A.; Wan Ngah W.Z.; Norazlina M.; Kamisah Y.; Nur-Azlina M.F.; Qodriyah M.S.; Ahmad N.S.; Gapor M.T.; Marzuki A.
Published: (2005)

Investigation of MFCC feature representation for classification of spoken letters using Multi-Layer Perceptrons (MLP)
by: Daud M.S.; Yassin I.M.; Zabidi A.; Johari M.A.; Salleh M.K.M.
Published: (2011)

Utilizing gammatone filter coefficient to improve human mouth-click signal detection using a multi-phase correlation process
by: Saleh, et al.
Published: (2024)

Intelligent medical disease diagnosis using improved hybrid genetic algorithm - Multilayer perceptron network
by: Ahmad F.; Mat Isa N.A.; Hussain Z.; Osman M.K.
Published: (2013)

Multi-Layer Perceptron (MLP)-based Nonlinear Auto-Regressive with Exogenous Inputs (NARX) stock forecasting model
by: Yassin I.M.; Abdul Khalid M.F.; Herman S.H.; Pasya I.; Ab Wahab N.; Awang Z.
Published: (2017)

Optimization of MFCC parameters using Particle Swarm Optimization for diagnosis of infant hypothyroidism using Multi-Layer Perceptron
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2010)

Classification of Parkinson's disease based on Multilayer Perceptrons Neural Network
by: Bakar Z.A.; Tahir N.M.; Yassin I.M.
Published: (2010)

Pattern classification in recognizing Qalqalah Kubra pronuncation using multilayer perceptrons
by: Hassan H.A.; Nasrudin N.H.; Khalid M.N.M.; Zabidi A.; Yassin A.I.
Published: (2012)

Classification of infant cries with asphyxia using multilayer perceptron neural network
by: Zabidi A.; Khuan L.Y.; Mansor W.; Yassin I.M.; Sahak R.
Published: (2010)

Classification of infant cries with hypothyroidism using multilayer perceptron neural network
by: Zabidi A.; Mansor W.; Khuan L.Y.; Yassin I.M.; Sahak R.
Published: (2009)

Anti-inflammatory Activity of 1-Substituted Glyoxal β- Carboline Derivatives
by: Zulkifli, et al.
Published: (2024)

Unscented Kalman filter for a low-cost GNSS/IMU-based mobile mapping application under demanding conditions
by: Cahyadi, et al.
Published: (2024)

Data-Driven Efficient Medical Image Segmentation with Object-Oriented Deep Neural Networks
by: Fadzil A.F.A.; Ibrahim S.; Mangshor N.N.A.; Samah K.A.F.A.; Sabri N.; Md Ghani N.A.
Published: (2023)

Innovative Elements and Principles of Sofa Upholstery Fabrication through Recycled Fabric Exploration
by: Mujir, et al.
Published: (2024)

Comparison between cascade forward and multi-layer perceptron neural networks for NARX functional electrical stimulation (FES)-based muscle model
by: Yassin I.M.; Jailani R.; Ali M.S.A.M.; Baharom R.; Hassan A.H.A.; Rizman Z.I.
Published: (2017)

Modelling and analysis of high efficiency silicon solar cell using double layers anti-reflection coatings (ARC)
by: Jamaluddin, et al.
Published: (2024)

Effectiveness of Acetic Acid-Based Natural Herbicide Combined with Glufosinate for Annual Broadleaf Weed Control
by: Chuah T.S.; Syafiqah Z.N.; Lee B.W.; Firdaus A.M.; Lim S.S.
Published: (2024)

Short-term Gini coefficient estimation using nonlinear autoregressive multilayer perceptron model
by: Ali, et al.
Published: (2024)

Short-term Gini coefficient estimation using nonlinear autoregressive multilayer perceptron model
by: Amin Megat Ali M.S.; Zabidi A.; Md Tahir N.; Mohd Yassin I.; Eskandari F.; Saadon A.; Taib M.N.; Ridzuan A.R.
Published: (2024)

Homestay Recommender System Using Content-Based Filtering and K-Means Algorithm
by: Azman N.A.B.N.; Daud N.M.N.; Sabri N.M.; Abu Bakar N.A.A.
Published: (2024)