Lightweight White Blood Cells Detection Using Fusion of YOLOv5 and Attention Model

QR Code

Lightweight White Blood Cells Detection Using Fusion of YOLOv5 and Attention Model

The human body is protected by an immune system which mainly consists of white blood cells (WBCs). There are five types of white blood cells, and each type will fight certain viruses and bacteria that are encountered in the human body. This defence system helps to maintain human health. Consequently...

Full description

Bibliographic Details
Published in:	Journal of Advanced Research in Applied Sciences and Engineering Technology
Main Author:	Rohaziat N.; Tomari M.R.M.; Zakaria W.N.W.; Das D.
Format:	Article
Language:	English
Published:	Semarak Ilmu Publishing 2025
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199751285&doi=10.37934%2faraset.48.1.117136&partnerID=40&md5=3ce891b01210dd331754a2065877cade

Similar Items

Hardhat-YOLO: A YOLOv5-based Lightweight Hardhat-Wearing Detection Algorithm in Substation Sites
by: Luo W.; Yassin A.I.M.; Shariff K.K.M.; Raju R.
Published: (2024)

Malaysian Sign Language (MSL) Detection: Comparison of YOLOv5 and CNN
by: Halim A.H.A.; Rahim A.A.A.; Rozaini N.A.; Hassan S.L.M.; Halim I.S.A.; Abdullah N.E.
Published: (2024)

CSSD-YOLO: A Modified YOLOv5 Method for Solder Joint Defect Detection
by: Ang L.; Hamzah R.; Rahim S.K.N.A.; Yousheng G.; Samah K.A.F.A.
Published: (2023)

Object Detection: Harmful Weapons Detection Using YOLOv4
by: Afandi W.E.I.B.W.N.; Isa N.M.
Published: (2021)

Human Detection from Drone using You Only Look Once (YOLOv5) for Search and Rescue Operation
by: Zaman F.H.K.; Tahir N.M.; Yusoff Y.M.; Thamrin N.M.; Hasmi A.H.
Published: (2023)

Deep Learning Model for Enhancing Automated Recycling Machine with Incentive Mechanisms
by: Tomari R.; Kadir A.A.; Zakaria W.N.W.; Das D.; Azni M.B.
Published: (2024)

Pavement Crack Detection from UAV Images Using YOLOv4
by: Mahmud M.N.; Sabri N.N.N.A.; Osman M.K.; Ismail A.P.; Mohamad F.A.; Idris M.; Sulaiman S.N.; Saad Z.; Ibrahim A.; Rabiain A.H.
Published: (2023)

Methylphenidate-Associated Ecchymosis in a Young Patient With Poststroke Attention Deficit
by: Zainudin M.F.; Jamil W.N.W.; Razak M.M.A.
Published: (2024)

Crack Detection on Asphalt Road in Malaysia using UAV Images and YOLOv4
by: Mahmud M.N.; Osman M.K.; Ismail A.P.; Ahmad F.; Ahmad K.A.; Ibrahim A.; Rabiani A.H.
Published: (2024)

Multi-Modal Fusion for Multi-Task Fuzzy Detection of Rail Anomalies
by: Liyuan Y.; Osman G.; Abdul Rahman S.; Mustapha M.F.
Published: (2024)

YOLO Algorithm with Hybrid Attention Feature Pyramid Network for Solder Joint Defect Detection
by: Li A.; Hamzah R.; Khatijah Nor Abdul Rahim S.; Gao Y.
Published: (2024)

Neurofeedback system for training attentiveness
by: Lee K.Y.; Hidzir E.E.; Haron M.R.
Published: (2017)

Fully Convolutional Network Model Applied Attention Mechanism on Kitti Lane Dataset for Lane Detection
by: Zakaria N.J.; Shapiai M.I.; Ghani R.A.; Wahid N.; Lai D.T.C.
Published: (2024)

Effect of glutamine, glucose unhidrate and Moringa oleifera on blood lymphocytes in white mice (Rattus Novergicus) Wistar strain, following induction of a protein-energy-deficient diet
by: Katmawanti S.; Yunus M.; Kurniawan A.W.; Sulistyorini A.; Fauzi R.; Supriyadi S.; Caressa D.A.; Samah D.A.; Wahyuni O.S.; Azizah A.G.
Published: (2022)

Image fusion practice to improve the ischemic-stroke-lesion detection for efficient clinical decision making
by: Hemanth D.J.; Rajinikanth V.; Rao V.S.; Mishra S.; Hannon N.M.S.; Vijayarajan R.; Arunmozhi S.
Published: (2021)

Enhancing Mental Health Detection in Malay Social Media: A Comparative Study of RNN Architectures and Attention Mechanisms
by: Ahmad Z.; Mohamed A.; Conway M.; Maskat R.
Published: (2024)

Detection of subtle white matter lesions in MRI through texture feature extraction and boundary delineation using an embedded clustering strategy
by: Ong K.; Young D.M.; Sulaiman S.; Shamsuddin S.M.; Mohd Zain N.R.; Hashim H.; Yuen K.; Sanders S.J.; Yu W.; Hang S.
Published: (2022)

Utilising the YOLOv3 Algorithm for the Student Posture Recognition System in Classroom Settings
by: Nazaruddin M.N.Z.; Afirdaus Zainal Abidin N.; Aminuddin R.; Samah K.A.F.A.; Ibrahim A.Z.M.; Yusoh S.D.; Mangshor N.N.A.; Nasir S.D.N.M.
Published: (2023)

Harnessing advertising appeal in social media: Boosting consumer attention and purchase intention
by: Ambran N.S.; Zainodin W.H.W.; Hanif U‘A.M.
Published: (2024)

Attention-Based Semantic Segmentation Networks for Forest Applications
by: Lim, et al.
Published: (2023)

Attention-Based Semantic Segmentation Networks for Forest Applications
by: Lim S.V.; Zulkifley M.A.; Saleh A.; Saputro A.H.; Abdani S.R.
Published: (2023)

Utilization of the White-rot Fungus, Trametes menziesii for Landfill Leachate Treatment
by: Wan Razarinah W.A.R.; Zalina M.N.; Abdullah N.
Published: (2015)

Stem cell heterogeneity of mononucleated cells from murine peripheral blood: Molecular analysis
by: Yazid M.D.; Zainal Ariffin S.H.; Senafi S.; Zainal Ariffin Z.; Megat Abdul Wahab R.
Published: (2011)

Automated Wood Surface Defects Recognition System Using Yolov4-tiny Model
by: Musa A.M.B.; Momin M.A.; Khairuddin A.S.M.; Khairuddin U.; Ahmad A.; Rosli N.R.
Published: (2023)

A Recyclable Waste Image Recognition System with YOLOv8 for Children's Environmental Education
by: Zambri A.F.; Abdul-Rahman S.; Mohd Sabri N.; Mutalib S.
Published: (2024)

Segmentation Technique for Nucleus Detection in Blood Images for Chronic Leukaemia
by: Daud N.H.M.; Raof R.A.A.; Osman M.K.; Harun N.H.
Published: (2021)

Neural Machine Translation Models with Attention-Based Dropout Layer
by: Israr H.; Khan S.A.; Tahir M.A.; Shahzad M.K.; Ahmad M.; Zain J.M.
Published: (2023)

Moderately Boiled Garlic Consumption Reduced Blood Pressure of Prehypertensive Adults in 5 days
by: Ronny Linoby A.; Nazrin Jumar A.; Ahmad Nordin S.; Mud Puad S.M.; Saleh M.M.; Mohamed S.
Published: (2021)

Clinical investigation of the protective effects of palm vitamin e tocotrienols on brain white matter
by: Gopalan Y.; Shuaib I.L.; Magosso E.; Ansari M.A.; Abu Bakar M.R.; Wong J.W.; Khan N.A.K.; Liong W.C.; Sundram K.; Ng B.H.; Karuthan C.; Yuen K.H.
Published: (2014)

Comparative network study for ischemic stroke classification
by: Rahmad F.R.; Wan Zakaria W.N.; Nazari A.; Tomari M.R.M.; Suberi A.A.; Nik Fuad N.F.
Published: (2023)

Exploring the Hybrid Neural Network and Attention Mechanism for Classification of Social Bias
by: Hamzah S.; Mohd M.; Zakaria L.Q.
Published: (2023)

Methylphenidate-Associated Ecchymosis in a Young Patient With Poststroke Attention Deficit
by: Zainudin, et al.
Published: (2024)

A Review of ECG Biometrics: Generalization in Deep Learning with Attention Mechanisms
by: Saod A.H.M.; Ramli D.A.
Published: (2024)

Effects of Attentional Loadings on Gait Performance Before Turning in Stroke Survivors
by: Manaf H.; Justine M.; Goh H.-T.
Published: (2015)

NTS-CAM classification model with channel attention mechanism for grading In-Vitro Fertilization (IVF) blastocyst quality
by: Isa I.S.; Yusof U.K.; Wang W.; Rosli N.; Zain M.M.
Published: (2024)

Analysis of GNSS/IMU Sensor Fusion at UAV Quadrotor for Navigation
by: Cahyadi M.N.; Asfihani T.; Suhandri H.F.; Navisa S.C.
Published: (2023)

Analysis of Attention in Child–Robot Interaction Among Children Diagnosed with Cognitive Impairment
by: Ismail L.I.; Hanapiah F.A.; Belpaeme T.; Dambre J.; Wyffels F.
Published: (2021)

A Real-Time System for Monitoring Student Drowsiness in the Classroom Using the Deep Learning Model YOLOv8
by: Hamidi N.H.H.M.; Abidin N.A.Z.; Aminuddin R.; Sheng C.C.; Samah K.A.F.A.; Nasir S.D.N.M.
Published: (2024)

PAK5 mediates cell: Cell adhesion integrity via interaction with E-cadherin in bladder cancer cells
by: Ismail A.F.; Halacli S.O.; Babteen N.; De Piano M.; Martin T.A.; Jiang W.G.; Khan M.S.; Dasgupta P.; Wells C.M.
Published: (2017)

A Comparison of Lightweight Communication Protocols in Robotic Applications
by: Amaran M.H.; Noh N.A.M.; Rohmad M.S.; Hashim H.
Published: (2015)