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Volume 13, No. 3, 2025
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Article# Article Title & Authors (Volume 13, No. 3, 2025) Page
1
Underwater Image Enhancement with Physical-Based Denoising Diffusion Implicit Models
Nguyen Gia Bach, Chanh Minh Tran, Eiji Kamioka, and Phan Xuan Tan*
 213
2
Detection of Corals, Seagrass, and Seaweeds Using YOLOv9 Instance Segmentation with Image Augmentation
Ken D. Gorro*, Anthony S. Ilano, Lawrence P. Roble, Rue Nicole R. Santillan, Joseph C. Pepito, Elmo B. Ranolo, Kim D. Gorro, Apple Jane M. Gorro, Moustafa F. Ali, Archival J. Sebial, and Jezreel N. Buot
 231
3
Development of Preprocessing Stage for Early Cervical Cancer Detection Using UNET Diffusion Model
Parimala Tamang, Annet Thatal, Mousumi Gupta1*, and Snehashish Bhattacharjee
 245
4
DAB-UNET: Dual Attention Block UNET Segmentation for Diabetic Retinopathy Utilizing an Encoder-Decoder Residual
Haithem Kareem Abass, Mohammed Al-Mukhtar, and Ammar S. Al-Zubaidi*
 253
5
A Novel Deep Learning Approach for Speckle Denoising Using Hyperparameter Tuning
Nilima Patil*, M. M. Deshpande, and V. N. Pawar
 267
6
Automatic Detection and Classification of Cerebral Microbleeds Using 3D CNN
M. Mohsin Jadoon*, Victor Torres-Lopez, Sharjeel A. Butt, Santosh B. Murthy, Guido J. Falcone, and Seyedmehdi Payabvash
 275
7
Enhancing Pneumonia Classification Performance through CNN Architecture Optimization and Hyperparameter Tuning
Solikhun*, Mochamad Wahyudi, and Agus Perdana Windarto
 286
8
Recognition of Objects Using Fast RCCNHybrid Particle Swarm Firefly Algorithm
Satish Kumar Patnala, K Suresh Kumar, Killi Bhushan Rao, K Praveen Kumar, Venkata Anusha Kolluru, Parimila Garnepudi, Shaik Mahaboob Basha, Ravi Kumar Munaganuri, Mamatha Maddu, and Narasimha Rao Yamarthi*
 293