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Machine Learning Based Techniques for Image and Video Processing

2024
Musical Note Position and Duration Recognition Model in Optical Music Recognition Using Convolutional Neural Network
Douglas Rakasiwi Nugroho * and Amalia Zahra

Normalized-UNet Segmentation for COVID-19 Utilizing an Encoder-Decoder Connection Layer Block
Mohammed Al-Mukhtar*, Ammar Awni Abbas, Aws H. Hamad, and Mina H. Al-hashimi

Classification of Water Bodies Using Ensemble of U-Net and Random Forest Algorithm
Vasavi S*, Venkata Kalyan Chintalapudi, and Akhila Sree Rajeswari Vuppuluri

MRI Brain Tumor Analysis on Improved VGG-16 and Efficient NetB7 Models
Salini Yalamanchili, Padma Yenuga, Nagaraju Burla, HariKiran Jonnadula, Sai Chandana Bolem, Venkata Rami Reddy Chirra, Venkata Ramana M, Parimala Garnepudi, and Narasimha Rao Yamarthi*

YOLOv5 vs. YOLOv8: Performance Benchmarking in Wildfire and Smoke Detection Scenarios
Edmundo Casas, Leo Ramos*, Eduardo Bendek, and Francklin Rivas-Echeverria

Evaluation of GAM Classifier Performance for Airplane Remote Sensing Images Based on SIFT Features
Haidy S. Fouad* and Hend A. Elsayed

Gait Recognition Using Hybrid LSTM-CNN Deep Neural Networks
Entesar T. Burges*, Zakariya A. Oraibi, and Ali Wali

2023
Deep Learning in Grapevine Leaves Varieties Classification Based on Dense Convolutional Network

Hunar A. Ahmed, Hersh M. Hama, Shayan I. Jalal, and Mohammed H. Ahmed *

Breast Cancer Detection Using Image Processing and Machine Learning
Zeyad Q. Habeeb *, Branislav Vuksanovic, and Imad Q. Al-Zaydi

Efficient Hybrid Algorithm for Human Action Recognition
Mostafa A. Abdelrazik *, Abdelhaliem Zekry , and Wael A. Mohamed

Melanoma Detection Based on SVM Using MATLAB
Radhwan M. W. Khaleel * and Nasseer M. Basheer

Evaluation of SSD Architecture for Small Size Object Detection: A Case Study on UAV Oil Pipeline Monitoring
Annisa Istiqomah Arrahmah *, Rissa Rahmania, and Dany Eka Saputra

Improving Brain Tumor Classification Efficacy through the Application of Feature Selection and Ensemble Classifiers
Y Yuhandri *, Agus Perdana Windarto, and Muhammad Noor Hasan Siregar

2022
Multi-level Multi-scale Deep Feature Encoding for Chronological Age Estimation from OPG Images

Sultan Alkaabi and Salman Yussof