CNN -based Augmentation Using Image Processing Techniques for Low Light Characteristics Images

QR Code

CNN -based Augmentation Using Image Processing Techniques for Low Light Characteristics Images

The underwater images particularly in the shrimp pond are foggy and it is difficult to see shrimps through the water. For this analysis, data augmentation by using different image processing techniques is proposed which can increase the data use for better accuracy in CNN. This research was performe...

Full description

Bibliographic Details
Published in:	IEACon 2023 - 2023 IEEE Industrial Electronics and Applications Conference
Main Author:	Fauzi N.A.; Isa I.S.; Hamzah S.N.M.; Darus R.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2023
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85182929723&doi=10.1109%2fIEACon57683.2023.10370357&partnerID=40&md5=95e2ec0d635af204c53b25d26fcd86d1

Similar Items

Dysgraphia Handwriting Image Augmentation for CNN Model Classification
by: Harun N.; Isa I.S.; Ramlan S.A.; Osman M.K.; Maruzuki M.I.F.
Published: (2024)

CNN-SVM with data augmentation for robust blur detection of digital breast tomosynthesis images
by: Harron N.A.; Sulaiman S.N.; Osman M.K.; Karim N.K.A.; Isa I.S.
Published: (2023)

Classification model for chlorophyll content using CNN and aerial images
by: Wagimin M.N.; Ismail M.H.B.; Fauzi S.S.M.; Seng C.T.; Latif Z.A.; Muharam F.M.; Zaki N.A.M.
Published: (2024)

Detection of power distribution fault in thermal images using CNN
by: Ishak N.H.; Halim M.A.I.; Isa I.S.
Published: (2023)

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)

SCOV-CNN: A Simple CNN Architecture for COVID-19 Identification Based on the CT Images
by: Haryanto T.; Suhartanto H.; Murni A.; Kusmardi; Yusoff M.; Zain J.M.
Published: (2024)

Harumanis mango leaf disease recognition system using image processing technique
by: Gining R.A.J.M.; Fauzi S.S.M.; Yusoff N.M.; Razak T.R.; Ismail M.H.; Zaki N.A.; Abdullah 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)

Automated CNN-based Semantic Segmentation for Thermal Image of Solar Photovoltaic (PV) Panel
by: Ishak N.H.B.; Isa I.S.B.; Osman M.K.B.; Daud K.B.; Hamid M.Z.B.A.; Jadin M.S.B.
Published: (2024)

Gallium Nitride Depth Porosity Using Image Processing Method
by: Fauzi N.A.; Isa I.S.; Isa S.M.; Manaf A.A.; Rahim A.F.A.; Mahmood A.; Noordin I.R.M.
Published: (2023)

An algorithm to measure unsymmetrical circle shape of intravascular ultrasound image using image processing techniques
by: Kutty S.B.; Rahmat R.W.O.K.; Kassim S.S.; Madzin H.; Hamdan H.
Published: (2021)

A review of image processing technique in particle mixing analysis
by: Rahman N.A.; Zuki S.A.M.; Yassin I.M.
Published: (2012)

Classification of leaf disease from image processing technique
by: Kamal M.M.; Masazhar A.N.I.; Rahman F.A.
Published: (2018)

Small but Diverse SEM Image Dataset: Impact of Image Augmentation on the Performance of AlexNet
by: Shariff K.K.M.; Abdullah N.E.; Al-Misreb A.A.; Jahidin A.H.; Ali M.S.A.M.; Yassin A.I.M.
Published: (2023)

COVID-19 classification using CNN-BiLSTM based on chest X-ray images
by: Cahyani D.E.; Hariadi A.D.; Setyawan F.F.; Gumila L.; Setumin S.
Published: (2023)

Automated Defective Ceramic Tiles Classification using Image Processing Techniques
by: Ibrahim S.; Vauxhall N.A.E.M.; Mangshor N.N.A.; Fadzil A.F.A.; Ghani N.A.M.
Published: (2023)

Classification of Defect and Non-Defect Durian Using Image Processing Technique
by: Khazri F.I.A.; Kutty S.B.; Sani M.M.; Kassim M.; Saaidin S.
Published: (2024)

3D accident reconstruction using low-cost imaging technique
by: Osman M.R.; Tahar K.N.
Published: (2016)

Blue laser imaging, blue light imaging, and linked color imaging for the detection and characterization of colorectal tumors
by: Yoshida N.; Dohi O.; Inoue K.; Yasuda R.; Murakami T.; Hirose R.; Naito Y.; Inada Y.; Ogiso K.; Morinaga Y.; Kishimoto M.; Rani R.A.; Itoh Y.
Published: (2019)

NFNets-CNN for Classification of COVID-19 from CT Scan Images
by: Abdullah M.S.; Radzol A.R.M.; Marzuki M.I.F.; Lee K.Y.; Ahmad S.A.
Published: (2022)

An automated multimodal white matter hyperintensity identification for MRI images using image processing
by: Isa I.; Sulaiman S.N.; Md. Tahir N.; Abdullah M.F.; Che Soh Z.H.; Mustapha M.; Karim N.K.A.
Published: (2017)

A Lane Detection Using Image Processing Technique for Two-Lane Road
by: Bin Abdul Razak N.; Bin Mazlan M.Z.; Johari J.B.; Bin Che Abdullah S.A.; Mun N.K.
Published: (2022)

YOLOv9-Based Hotspots Recognition in Solar Photovoltaic Panels: Integrating Image Processing Techniques for Targeted Region Identification
by: Hamid M.Z.A.; Daud K.; Soh Z.H.C.; Osman M.K.; Isa I.S.; Jadin M.S.
Published: (2024)

DenseHillNet: a lightweight CNN for accurate classification of natural images
by: Saqib S.M.; Asghar M.Z.; Iqbal M.; Al-Rasheed A.; Khan M.A.; Ghadi Y.; Mazhar T.
Published: (2024)

DenseHillNet: a lightweight CNN for accurate classification of natural images
by: Saqib, et al.
Published: (2024)

VGG16 for plant image classification with transfer learning and data augmentation
by: Abas M.A.H.; Ismail N.; Yassin A.I.M.; Taib M.N.
Published: (2018)

Vacant parking guidance for open parking area via image processing technique
by: Sulaiman S.; Nasarudin T.A.; Aziz A.A.; Razak A.H.A.
Published: (2024)

Comparative analysis of image denoising techniques for histopathology images
by: Khairi S.S.M.; Bakar M.A.A.; Alias M.A.; Bakar S.A.
Published: (2023)

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)

Orchid disease detection using image processing and fuzzy logic
by: Bin Mohamadazmi M.T.; Isa N.M.
Published: (2013)

The application of UAV images in flood detection using image segmentation techniques
by: Ibrahim N.S.; Osman M.K.; Mohamed S.B.; Abdullah S.H.Y.S.; Sharun S.M.
Published: (2021)

Dual-feature CNN-SVM method for breast mass tissue abnormality classification on digital mammography images adapted to breast density
by: Razali N.F.; Isa I.S.; Sulaiman S.N.; Karim N.K.A.; Osman M.K.
Published: (2023)

Image Processing Based Forest Fire Detection using Infrared Camera
by: Ya'acob N.; Najib M.S.M.; Tajudin N.; Yusof A.L.; Kassim M.
Published: (2021)

Comparison between mathematical morphology and Canny Edge Detection methods for image post processing techniques in segmenting microcalcification
by: Malek A.A.; Jalil U.M.A.; Mohamad D.N.F.P.; Muhamad N.A.; Hashim S.S.S.
Published: (2018)

FPGA-BASED EDGE DETECTION TECHNIQUE WITH IMAGE FILTERS ENHANCEMENT
by: Rosli M.R.; Mohd Hassan S.L.; Abdul Halim I.S.; Abdullah N.E.; Ab Rahim A.A.
Published: (2021)

Snake Species Identification using Digital Image Processing
by: Othman Z.; Abu Mansor N.N.; Azmi N.F.; Mat Zain N.H.; Fariza Abu Samah K.A.; Ismai I.; Ahmad K.A.
Published: (2022)

Physiological and Photosynthetic Characteristics of Pumpkin Seedlings Cultivated Under Low-Light Stress
by: Jiang, et al.
Published: (2024)

Comparison of LED and LASER Colonoscopy About Linked Color Imaging and Blue Laser/Light Imaging of Colorectal Tumors in a Multinational Study
by: Yoshida N.; Draganov P.V.; John S.; Neumann H.; Rani R.A.; Hsu W.-H.; Fernandopulle N.; Siah K.T.H.; Morgenstern R.; Tomita Y.; Inoue K.; Dohi O.; Hirose R.; Itoh Y.; Murakami T.; Inagaki Y.; Inada Y.; Arantes V.
Published: (2023)

Non-blind Image Watermarking Algorithm based on Non-Separable Haar Wavelet Transform against Image Processing and Geometric Attacks
by: Razak M.K.A.; Abdullah K.; Halim S.A.
Published: (2023)

Mapping points of cloud of single image onto MRI for 3D cardiac modeling for augmented reality
by: Faudzi A.A.; Rahmat R.W.O.K.; Sulaiman P.S.; Dimon M.Z.
Published: (2015)