Journal of Innovative Image Processing
IRO Journals
December 2025
Volume 7 — Issue 4
Journal of Innovative Image Processing
https://doi.org/10.36548/jiip.2025.4

21 Articles

Jayasudha T., Uma Rani R.
1078-1107
An Innovative Machine Learning Framework for Cardiovascular Disease Detection
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Yellepeddi Samba Siva Krishna Assish, Kuppusamy P.
1108-1133
Lung Pathology Detection: A Qualitative and Comprehensive Survey of Deep Neural Networks Utilising CT, MRI, and PET Imaging Modalities
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GMIRA Faiq
1134-1152
New Pseudo-Random Image Encryption Through Spatio-Temporal Method Assignments
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Vazralu M., Madiajagan M.
1153-1167
Multiclass Classification of Chest X-rays based Pulmonary Disorder Using a Specialized VGG-19 Deep Neural Network
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Nadhya Gita Anggana, Indrarini Dyah Irawati, Suci Aulia, Lestari
1168-1185
Stitching Microscopic Images for Tuberculosis Sputum Samples
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Jithy Lijo, Saleema J.S., Tina Babu
1186-1211
Deep Learning Model with Enhanced Segmentation and Combined Feature Activation for Mitosis Classification
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Kalaiyarasi M., Harikumar Rajaguru, Karthikeyan S.
1212-1228
Optimizing Deep Learning Framework for Effective Histopathological Leukemia Detection and Classification: A Hierarchical Approach
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Ali Abdulazeez Mohammed Baqer Qazzaz, Yousif Samer Mudhafar
1229-1246
Generating Detection Labels from Class-Level Explanations for Deep Learning-Based Eye Disease Diagnosis
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Meenalochini M., Amudha P.
1247-1262
Smart Diagnosis of Cauliflower Diseases Using Deep Learning and Feature Optimization
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Anitha Patibandla, Manu Prakram
1263-1285
Adaptive Lung Segmentation Using Optimal U-Net and Grey Wolf Optimization for COVID-19 Chest X-Rays
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Meetkumar Patel, Frenisha Digaswala, Dhairya Vyas, Sweety Patel, Devendra Parmar, UtpalKumar B. Patel
1286-1303
Optimizing ICU Prognosis: A Reproducible Comparative Study of XGBoost and Other Stand-Alone Machine Learning Classifiers
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Revathi S., Mohana Sundaram K., Padmini Sharma, Manjusha Silas
1304-1319
Detection of Voice and Lung Pathological Signal Using Acoustic Spectrogram Transformers
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Abderrahim El yahyaouy, Abdelkader Hadjoudja, Abdelmajid EL Moutaouakkil, Rachida Latib, Youssef Omor, Hamza Retal
1320-1338
Lungs And Nodules Segmentation from Computed Tomography Scans Using Auxiliary U-Net
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Preethi S., Aruna Devi B., Deepa S.N.
1339-1355
Quantification of Carotid Atherosclerosis in MRI Images using Hybrid Transformer Model
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Debasish Samal, Dimple Nagpal, Prateek Agrawal, Vishu Madaan, Wou Onn Choo
1356-1373
DeFakeNet: A ResNet50V2-Based Deep Learning Model for Deepfake Detection and Classification
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Twisha Patel, Daxa Vekariya
1374-1397
Multimodal Lie Detection Using Linguistic and Visual Cues: A Fusion of NLP and Facial Micro-Feature Analysis
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Asha D., Madhavee Latha Y.
1398-1414
An Optimized Key Frame Extraction Technique for Content-Based Video Retrieval Using Hybrid PSO-BOA
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Ankush Vasant Dahat, Umesh Trambakrao Kute, Tushar Ravindra Mahore, Anushka Ashish Joshi, Sagar Dhanraj Pande, Usha Desai
1415-1435
Detection of Multi-class Skin Cancer using Stochastic Gradient Descent Augmentation Model and Activation Mapping
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Vijayalakshmi S., Vijayasekaran G., Vinoth Kumar P., Ayub Khan A.
1436-1459
Pneumonia Detection Enhanced by Conditional Generative Adversarial Networks cGAN Addressing Class Imbalance with High Quality Synthetic Data
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Suriya K., Praveen Kumar R., Nithyashree V., Dhanusri S., Abinaya K., Ranjana A.
1460-1481
Radio thermal Dual-Imaging Fusion Network for Deep Feature-Driven Breast Cancer Detection
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Randy O. Descarten, Jasten Keneth D. Treceñe
1482-1506
DASS-Net: A Multi-Branch Aesthetic–Spectral–Semantic Deep Learning Model for Food Spoilage Detection in Hospitality Operations
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