Age group classification using Convolutional Neural Network (CNN)

QR Code

Age group classification using Convolutional Neural Network (CNN)

Age group classification is a complex task that is used to classify facial images or videos into predetermined age categories. It is an important task due to its numerous applications such as health, security, authentication system, recruitment, and also in intelligent social robots. Convolutional N...

Full description

Bibliographic Details
Published in:	Journal of Physics: Conference Series
Main Author:	Mustapha M.F.; Mohamad N.M.; Osman G.; Hamid S.H.A.
Format:	Conference paper
Language:	English
Published:	IOP Publishing Ltd 2021
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85120805504&doi=10.1088%2f1742-6596%2f2084%2f1%2f012028&partnerID=40&md5=eb844156c842043c27daf5de9187325b

Similar Items

Improving the Accuracy of Gender Classification Based on Skin Tone Using Convolutional Neural Network: Transfer Learning (CNN-TL)
by: Mustapha M.F.; Mohamad N.M.; Ab Hamid S.H.; Abdul Aziz N.A.S.
Published: (2024)

Paddy Leaf Diseases Image Classification using Convolution Neural Network (CNN) Technique
by: Zainorzuli S.M.; Afzal Che Abdullah S.; Abidin H.Z.; Ahmat Ruslan F.
Published: (2021)

Mass Detection in Digital Mammogram Image using Convolutional Neural Network (CNN)
by: Sulaiman S.N.; Hassan N.A.; Isa I.S.; Abdullah M.F.; Soh Z.H.C.; Jusman Y.
Published: (2021)

Implementation of Facial Expression Recognition (FER) Using Convolutional Neural Network (CNN)
by: Abu Mangshor N.N.; Ishak N.H.; Zainurin M.H.; Rashid N.A.M.; Mohd Johari N.F.; Sabri N.
Published: (2024)

Plant Leaf Classification Using Convolutional Neural Network
by: Othman N.A.; Damanhuri N.S.; Ali N.M.; Chiew Meng B.C.; Abd Samat A.A.
Published: (2022)

Convolutional Neural Network (CNN) based gait recognition system using Microsoft Kinect skeleton features
by: Guntor M.S.M.; Sahak R.; Zabidi A.; Tahir N.M.; Yassin I.M.; Rizman Z.I.; Baharom R.; Wahab N.A.
Published: (2018)

Biological Butterfly Characterization with Mobile System Using Convolutional Neural Network (CNN) Classify Image
by: Saedan M.A.H.; Kassim M.; Abd Aziz A.F.
Published: (2024)

Hand Gesture Recognition based on Convolution Neural Network (CNN) and Support Vector Machine (SVM)
by: Razak M.A.A.; Rahman F.Y.A.; Mohamad R.; Shahbuddin S.; Yusof Y.W.M.; Suliman S.I.
Published: (2023)

Crack detection and classification in asphalt pavement images using deep convolution neural network
by: Yusof N.A.M.; Osman M.K.; Noor M.H.M.; Ibrahim A.; Tahir N.M.; Yusof N.M.
Published: (2019)

Classification of Diabetic Retinopathy Disease Using Convolutional Neural Network
by: Minarno A.E.; Mandiri M.H.C.; Azhar Y.; Bimantoro F.; Nugroho H.A.; Ibrahim Z.
Published: (2022)

Covid-19 Chest X-Ray Classification using Convolutional Neural Network
by: Moqbel M.A.A.A.; Radzi M.D.I.M.; Halim N.H.A.; Soh Z.H.C.; Osman M.K.; Saad Z.
Published: (2024)

Leaf Based Plant Species Classification Using Deep Convolutional Neural Network
by: Minarno A.E.; Ibrahim Z.; Nur A.; Hasanuddin M.Y.; Diah N.M.; Munarko Y.
Published: (2022)

Classification of Malocclusion using Convolutional Neural Network and Knowledge-Based Systems
by: Sabri F.A.N.M.; Ali A.M.; Rahman A.N.A.A.; Adnan M.A.M.Z.; Salam A.S.A.; Amirah Che D.N.
Published: (2023)

A Lightweight Convolutional Neural Network for Rice Diseases Classification
by: Ismail M.A.; Rashid M.R.; Ahmad K.A.; Setumin S.; Bakar S.J.A.; Ani A.I.C.
Published: (2024)

Classification Type of Asynchrony Breathing Image Using 2-Dimensional Convolutional Neural Network
by: Muhamad Sauki N.S.; Damanhuri N.S.; Othman N.A.; Chiew Y.S.; Chiew Meng B.C.; Mat Nor M.B.; Chase J.G.
Published: (2023)

Performance evaluation for vision-based vehicle classification using Convolutional Neural Network
by: Safiyah R.D.; Rahim Z.A.; Syafiq S.; Ibrahim Z.; Sabri N.
Published: (2018)

Classification of pediatric pneumonia using ensemble transfer learning convolutional neural network
by: Cahyani D.E.; Hariadi A.D.; Setyawan F.F.; Gumilar L.; Setumin S.
Published: (2024)

Color-assisted Multi-input Convolutional Neural Network for Cancer Classification on Mammogram Images
by: Razali N.F.; Isa I.S.; Sulaiman S.N.; Karim N.K.A.; Osman M.K.
Published: (2023)

The Design of Convolutional Neural Networks Model for Classification of Ear Diseases on Android Mobile Devices
by: Wijaya I.G.P.S.; Mulyana H.; Kadriyan H.; Yudhanto D.; Fa'rifah R.Y.
Published: (2023)

Breast Cancer Classification through Meta-Learning Ensemble Technique Using Convolution Neural Networks
by: Ali M.D.; Saleem A.; Elahi H.; Khan M.A.; Khan M.I.; Yaqoob M.M.; Farooq Khattak U.; Al-Rasheed A.
Published: (2023)

Sales Forecasting Using Convolution Neural Network
by: Amir W.K.H.W.K.; Soom A.B.M.; Jasin A.M.; Ismail J.; Asmat A.; Rahman R.A.
Published: (2023)

Deep convolution neural network for crack detection on asphalt pavement
by: Yusof N.A.M.; Ibrahim A.; Noor M.H.M.; Tahir N.M.; Yusof N.M.; Abidin N.Z.; Osman M.K.
Published: (2019)

Enhancing Lung Cancer Classification: Leveraging Existing Convolutional Neural Networks within a 1D Framework
by: Jafery N.N.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Soh Z.H.C.
Published: (2024)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri K.N.; Yazid F.; Mohd Zain M.N.; Md Yusof Z.; Abdul Rani R.; Zoolfakar A.S.
Published: (2024)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri, et al.
Published: (2024)

Detection of Crack on Asphalt Pavement using Deep Convolutional Neural Network
by: Ahmad Faudzi M.J.A.; Osman M.K.; Muhamed Yusof N.A.; Ahmad K.A.; Ahmad F.; Idris M.; Raof R.A.A.; Nor Hazlyna H.
Published: (2021)

Skin Cancer Prediction Using Convolutional Neural Network
by: Bin Ahmad Jawahil Bokori S.A.; Mitani Y.
Published: (2024)

Convolutional neural network for solid waste segregation and management
by: Ong T.C.; Yong M.G.O.; Manap N.A.; Abdullah F.; Ong T.S.
Published: (2020)

Classification of Starfruit Ripeness using Neural Network Technique
by: Ahmad K.A.; Abdullah N.; Osman M.K.; Sulaiman S.N.; Abdullah M.F.; Hussain Z.
Published: (2020)

Ocular Disease Recognition System Using Convolutional Neural Network
by: Fauzi N.I.; Ismail H.; Ahmedy I.
Published: (2024)

Motorcycle detection using deep learning convolution neural network
by: Ismail F.N.; Yassin I.M.; Ahmad A.; Ali M.S.A.M.; Baharom R.
Published: (2020)

Herbal plant recognition using deep convolutional neural network
by: Zin I.A.M.; Ibrahim Z.; Isa D.; Aliman S.; Sabri N.; Mangshor N.N.A.
Published: (2020)

Detection of Proliferative Diabetic Retinopathy in Fundus Images Using Convolution Neural Network
by: Abu Hassan H.; Yaakob M.; Ismail S.; Abd Rahman J.; Mat Rusni I.; Zabidi A.; Mohd Yassin I.; Md Tahir N.; Mohamad Shafie S.
Published: (2020)

Oral Ulcer Classification System Using CNN
by: Azam A.I.N.M.; Ali A.M.; Latif W.A.; Kamil W.N.W.A.; Zainal M.; Hamid N.H.A.
Published: (2024)

A framework of evolutionary optimized convolutional neural network for classification of shang and chow dynasties bronze decorative patterns
by: Qi X.; He X.; Chen S.W.; Hai T.
Published: (2024)

Comparing modified Yolo V5 and Faster Regional Convolutional Neural Network performance for Recycle Waste Classification
by: Hamzah R.; Ang L.; Roslan R.; Ibrahim Teo N.H.; Abdul Samad K.; Fariza Abu Samah K.A.
Published: (2024)

Butterfly family detection and identification using convolutional neural network for lepidopterology
by: Bakri B.A.; Ahmad Z.; Hatim S.M.
Published: (2019)

Bornean Orangutan Nest Classification using Image Enhancement with Convolutional Neural Network and Kernel Multi Support Vector Machine Classifier
by: Amran A.A.; On C.K.; Karim S.A.A.; Hung L.P.; See C.S.; Simon D.; Rossdy M.; Jing C.
Published: (2025)

Convolution Neural Network Performance in Recognising EEG Signals of Dyslexic Children
by: Mansor W.; Ahmad Zainuddin A.Z.; Mohd Hanafi M.F.
Published: (2022)

Learning Face Similarities for Face Verification using Hybrid Convolutional Neural Networks
by: Kamaru Zaman F.H.; Johari J.; Yassin A.I.M.
Published: (2019)