Open Access Original Research
Zebra Stripe Pattern-Inspired Convolutional Neural Network for Motion Blur Removal in Traffic Surveillance Images
by Mohammad Sharifi and Mohsen Zefreh
PatternIQ Mining.2025, (02)2, 1-13. piqm.25.11
Pub. Date: May 2025
Motion Blur Removal
Traffic Surveillance
Directional Convolution
Edge Preservation
Zebra Stripe Pattern
Convolutional Neural Network
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Open Access Original Research
Reptile Optimization-Based Framework for Precise Lesion Segmentation in Skin Images
by Nazar A. Awad and Salah Badidi
PatternIQ Mining.2025, (02)2, 14-28. piqm.25.12
Pub. Date: May 2025
Lesion Segmentation
Reptile Optimization
Meta-Learning
Skin Cancer Detection
UNet Architecture
Dermoscopic Images
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Open Access Original Research
Low Light Image Enhancement Using Owl Eye Optimization and Deep Residual Learning
by Asri Abd Rahman and Zaman Ngadi
PatternIQ Mining.2025, (02)2, 29-41. piqm.25.13
Pub. Date: May 2025
Low-light enhancement
Deep residual learning
Owl Eye Optimization
Hyperparameter tuning
Image quality
Visual restoration
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Open Access Original Research
Swarm Optimization Enhanced Convolutional Neural Network for Early Stage Weed Detection in Farmland Imagery
by Hossein Bahrani and Sebti Abu-Rukba
PatternIQ Mining.2025, (02)2, 42-53. piqm.25.14
Pub. Date: May 2025
Weed Detection
Precision Agriculture
Convolutional Neural Network
Particle Swarm Optimization
UAV Imagery
Smart Farming
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Open Access Original Research
Contrastive Memory Network for Reducing Visual Artifacts in High Resolution Histopathology Image Data
by Saeid Akbar Jalali
PatternIQ Mining.2025, (02)2, 54-67. piqm.25.15
Pub. Date: May 2025
Contrastive learning
memory network
histopathology
visual artifacts
image denoising
medical image preprocessing
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Open Access Original Research
Fuzzy Crab Optimization Based Framework for Handwritten Character Recognition in Low Resource Scripts
by Mayahi Ibrahim and Jameel Dhannoon
PatternIQ Mining.2025, (02)2, 68-79. piqm.25.16
Pub. Date: May 2025
Fuzzy Crab Optimization
Convolutional Neural Network
Handwritten Character Recognition
Low-Resource Scripts
Feature Optimization
Linguistic Preservation
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Open Access Original Research
Geological Pattern Recognition Using Morphological Feature Learning and Tree Seed Optimization
by binti Sumari and Norisma Halim
PatternIQ Mining.2025, (02)2, 80-90. piqm.25.17
Pub. Date: May 2025
Geological Pattern Recognition
Morphological Feature Learning,
Tree Seed Optimization
Morph-CNN
Lithofacies Classification
Seismic Image Analysis
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