IRO Journals
Journal of Innovative Image Processing
September 2026
Volume 8 — Issue 3
Journal of Innovative Image Processing
https://doi.org/10.36548/jiip.2026.3

17 Articles

Bipin P.R., Anoop V., Ramu R., Santhi K., Upendra Kumar, Sai Kiran Oruganti
747-764
A Hybrid ConvNeXtV2–MaxViT Framework with CNN-based Feature Refinement for Skin Lesion Classification
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Siddharth Shah, Narendrasinh Chauhan
765-785
Improving Temporal Localization in Vision-Language Video Anomaly Detection
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Anmol Jain, Veerendra Yadav, Harsh Khatter
786-809
Contrast and Visibility Enhancement of Weather-Degraded Images Using Dual-Branch CNN and Transformer with Perceptual Loss for ADAS
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Basma Esserkassi, Souad Eddarouich, Abdennaser Bourouhou
810-826
Morphological Transition Flow-based Feature Extraction for Five-Class Diabetic Retinopathy Classification
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Ahmed Hefdhi Hussein Hussein, Mudhar A. Al-Obaidi, Sadik Kamel Gharghan, Shatha A. Alsalman, Mohammed Ayad Saad
827-843
Multistage Preprocessing and Ensemble Classification for Diabetic Retinopathy Detection
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Ramisetty Balaji, Anantha Natarajan V.
844-869
ASO‑Optimized EfficientNet‑B2 with CBAM for Brain Tumor MRI Classification
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Alketa Hyso, Dezdemona Gjylapi
870-893
Wrapper-Based Adversarial Input Screening for Deep Image Classifiers Using Feature Squeezing and Logit-Space Inconsistency
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Raghda M. Nasr, Manal A. Abdel-Fattah, Ahmed Samir Montasser
894-915
CNN-LSTM Model for Effective Glaucoma Detection from Fundus Images
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Veena Rani, Chandrasekar Venkatachalam, Karthick Raghunath K M.
916-937
Explainable Artificial Intelligence with Deep Representation Learning Model for Polycystic Ovary Syndrome Detection Using Clinical Features
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Dharmendra Kumar, Sunil Dhankhar, Saroj Hiranwal, Pushpendra Singh Sisodia
938-954
A Hybrid CNN-Based Attention Model for Weed Recognition Under Variable Field Conditions with Edge Device Simulations
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Jeyapriya N., Hannah Inbarani H., Jamaludeen A.
955-977
Quantum Laplacian Pyramid Segmentation for Multi-Class Mushroom Classification
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Nidhi B. Shah, Amit P. Ganatra
978-999
Explainable ViT and SCNN-LSTM Framework for Audio-Assisted Image Captioning
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Ruth Moly Benjamin, Abraham Chandy D., Hepzibah Christinal A.
1000-1021
Region-Specific Adaptive GLCM Framework for Surface Scratch Detection in Heterogeneous Chocolate Products
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Shashikala K.S., Umamaheswaran S.
1022-1045
An Efficient Dual Branch Multi-Scale CNN With Reconstruction Learning and Explainable AI for Dental Caries Classification
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Naveen Sundar G., Ponmary Pushpa Latha D., Ilang Jeevan Vishal Raj R., Rosario Gilmary, Narmadha D.
1046-1075
Quantum-Inspired Explainable Deep Learning Framework for Hepatocellular Carcinoma Detection Using Gene Expression Data
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Divya Midhunchakkaravarthy, Muni Nagamani G., Lakshman Narayana V.
1076-1095
Dual-Model Transfer Learning with Graph Neural Networks and SHAP Explainability for Robust Colorectal Tumor Margin Detection Process
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Shoeb Ahmad, Gowrishankar J., Sonal Sharma
1096-1115
Diversity-Preserving Few-Shot GAN Adaptation via Layer-Aware and Similarity-Guided Meta-Training Samples
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