Pigment Network Detection and Classification in Dermoscopic Images Using Directional Imaging Algorithms and Convolutional Neural Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Rasel, M. A., Kareem, Sameem Abdul, Obaidellah, Unaizah |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Integrating Color Histogram Analysis and Convolutional Neural Network for Skin Lesion Classification
by: Rasel, M. A., et al.
Published: (2026)
by: Rasel, M. A., et al.
Published: (2026)
Bluish Veil Detection and Lesion Classification using Custom Deep Learnable Layers with Explainable Artificial Intelligence (XAI)
by: Rasel, M. A., et al.
Published: (2025)
by: Rasel, M. A., et al.
Published: (2025)
A Tutorial on Explainable Image Classification for Dementia Stages Using Convolutional Neural Network and Gradient-weighted Class Activation Mapping
by: Yuen, Kevin Kam Fung
Published: (2024)
by: Yuen, Kevin Kam Fung
Published: (2024)
Methodology for Creating a Clinically Verified Dermoscopic Image Dataset
by: Sergeevna, Kozachok Elena
Published: (2026)
by: Sergeevna, Kozachok Elena
Published: (2026)
Proportional Sensitivity in Generative Adversarial Network (GAN)-Augmented Brain Tumor Classification Using Convolutional Neural Network
by: Afif, Mahin Montasir, et al.
Published: (2025)
by: Afif, Mahin Montasir, et al.
Published: (2025)
Lightweight Convolutional Neural Networks for Retinal Disease Classification
by: Qasim, Duaa Kareem, et al.
Published: (2025)
by: Qasim, Duaa Kareem, et al.
Published: (2025)
Automatic Image Colorization with Convolutional Neural Networks and Generative Adversarial Networks
by: Qiu, Changyuan, et al.
Published: (2025)
by: Qiu, Changyuan, et al.
Published: (2025)
Enhancing Sentinel-2 Image Resolution: Evaluating Advanced Techniques based on Convolutional and Generative Neural Networks
by: Kramer, Patrick, et al.
Published: (2024)
by: Kramer, Patrick, et al.
Published: (2024)
Disease Classification and Impact of Pretrained Deep Convolution Neural Networks on Diverse Medical Imaging Datasets across Imaging Modalities
by: Borah, Jutika, et al.
Published: (2024)
by: Borah, Jutika, et al.
Published: (2024)
New Insight in Cervical Cancer Diagnosis Using Convolution Neural Network Architecture
by: Khozaimi, Ach., et al.
Published: (2024)
by: Khozaimi, Ach., et al.
Published: (2024)
Medical Image Segmentation Using Directional Window Attention
by: Kareem, Daniya Najiha Abdul, et al.
Published: (2024)
by: Kareem, Daniya Najiha Abdul, et al.
Published: (2024)
Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification
by: Han, Zhu, et al.
Published: (2024)
by: Han, Zhu, et al.
Published: (2024)
Convolutional Neural Networks for Predictive Modeling of Lung Disease
by: Liang, Yingbin, et al.
Published: (2024)
by: Liang, Yingbin, et al.
Published: (2024)
2D Ultrasound Elasticity Imaging of Abdominal Aortic Aneurysms Using Deep Neural Networks
by: Tuladhar, Utsav Ratna, et al.
Published: (2025)
by: Tuladhar, Utsav Ratna, et al.
Published: (2025)
Chaos-Enhanced Prototypical Networks for Few-Shot Medical Image Classification
by: Sai, Chinthakuntla Meghan, et al.
Published: (2026)
by: Sai, Chinthakuntla Meghan, et al.
Published: (2026)
Multi-Stain Multi-Level Convolutional Network for Multi-Tissue Breast Cancer Image Segmentation
by: Modi, Akash, et al.
Published: (2024)
by: Modi, Akash, et al.
Published: (2024)
AI-Enhanced Pediatric Pneumonia Detection: A CNN-Based Approach Using Data Augmentation and Generative Adversarial Networks (GANs)
by: Manaf, Abdul, et al.
Published: (2025)
by: Manaf, Abdul, et al.
Published: (2025)
SegNet: A Segmented Deep Learning based Convolutional Neural Network Approach for Drones Wildfire Detection
by: Jonnalagadda, Aditya V., et al.
Published: (2024)
by: Jonnalagadda, Aditya V., et al.
Published: (2024)
Unmasking Biases and Reliability Concerns in Convolutional Neural Networks Analysis of Cancer Pathology Images
by: Okonoda, Michael, et al.
Published: (2026)
by: Okonoda, Michael, et al.
Published: (2026)
Adaptive Voxel-Weighted Loss Using L1 Norms in Deep Neural Networks for Detection and Segmentation of Prostate Cancer Lesions in PET/CT Images
by: Dzikunu, Obed Korshie, et al.
Published: (2025)
by: Dzikunu, Obed Korshie, et al.
Published: (2025)
Mechanisms of Generative Image-to-Image Translation Networks
by: Chen, Guangzong, et al.
Published: (2024)
by: Chen, Guangzong, et al.
Published: (2024)
Analysis of Convolutional Neural Network-based Image Classifications: A Multi-Featured Application for Rice Leaf Disease Prediction and Recommendations for Farmers
by: Paneru, Biplov, et al.
Published: (2024)
by: Paneru, Biplov, et al.
Published: (2024)
C3Net: Context-Contrast Network for Camouflaged Object Detection
by: Jan, Baber, et al.
Published: (2025)
by: Jan, Baber, et al.
Published: (2025)
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks
by: Dao, Loan, et al.
Published: (2025)
by: Dao, Loan, et al.
Published: (2025)
Deformation-Invariant Neural Network and Its Applications in Distorted Image Restoration and Analysis
by: Zhang, Han, et al.
Published: (2023)
by: Zhang, Han, et al.
Published: (2023)
Direct Image Classification from Fourier Ptychographic Microscopy Measurements without Reconstruction
by: Agarwal, Navya Sonal, et al.
Published: (2025)
by: Agarwal, Navya Sonal, et al.
Published: (2025)
A Deep Learning Approach for Brain Tumor Classification and Segmentation Using a Multiscale Convolutional Neural Network
by: Díaz-Pernas, Francisco Javier, et al.
Published: (2024)
by: Díaz-Pernas, Francisco Javier, et al.
Published: (2024)
Analysis of Transferred Pre-Trained Deep Convolution Neural Networks in Breast Masses Recognition
by: Hamad, Qusay Shihab, et al.
Published: (2024)
by: Hamad, Qusay Shihab, et al.
Published: (2024)
Finding Optimal Kernel Size and Dimension in Convolutional Neural Networks An Architecture Optimization Approach
by: Rajeev, Shreyas, et al.
Published: (2025)
by: Rajeev, Shreyas, et al.
Published: (2025)
AttCDCNet: Attention-enhanced Chest Disease Classification using X-Ray Images
by: Khater, Omar Hesham, et al.
Published: (2024)
by: Khater, Omar Hesham, et al.
Published: (2024)
3D Point Cloud Compression with Recurrent Neural Network and Image Compression Methods
by: Beemelmanns, Till, et al.
Published: (2024)
by: Beemelmanns, Till, et al.
Published: (2024)
MSRNet: A Multi-Scale Recursive Network for Camouflaged Object Detection
by: Alghamdi, Leena, et al.
Published: (2025)
by: Alghamdi, Leena, et al.
Published: (2025)
Adaptive Convolutional Neural Network for Image Super-resolution
by: Wu, Ziang, et al.
Published: (2024)
by: Wu, Ziang, et al.
Published: (2024)
Survey of AI-Powered Approaches for Osteoporosis Diagnosis in Medical Imaging
by: Rahman, Abdul, et al.
Published: (2025)
by: Rahman, Abdul, et al.
Published: (2025)
AResNet-ViT: A Hybrid CNN-Transformer Network for Benign and Malignant Breast Nodule Classification in Ultrasound Images
by: Zhao, Xin, et al.
Published: (2024)
by: Zhao, Xin, et al.
Published: (2024)
Multi-Center Study on Deep Learning-Assisted Detection and Classification of Fetal Central Nervous System Anomalies Using Ultrasound Imaging
by: Qi, Yang, et al.
Published: (2025)
by: Qi, Yang, et al.
Published: (2025)
CerviXpert: A Multi-Structural Convolutional Neural Network for Predicting Cervix Type and Cervical Cell Abnormalities
by: Akash, Rashik Shahriar, et al.
Published: (2024)
by: Akash, Rashik Shahriar, et al.
Published: (2024)
Computer Aided Detection and Classification of mammograms using Convolutional Neural Network
by: Ishaq, Kashif, et al.
Published: (2024)
by: Ishaq, Kashif, et al.
Published: (2024)
Applying Conditional Generative Adversarial Networks for Imaging Diagnosis
by: Yang, Haowei, et al.
Published: (2024)
by: Yang, Haowei, et al.
Published: (2024)
Parameter-Efficient Fine-Tuning of 3D DDPM for MRI Image Generation Using Tensor Networks
by: Li, Binghua, et al.
Published: (2025)
by: Li, Binghua, et al.
Published: (2025)
Similar Items
-
Integrating Color Histogram Analysis and Convolutional Neural Network for Skin Lesion Classification
by: Rasel, M. A., et al.
Published: (2026) -
Bluish Veil Detection and Lesion Classification using Custom Deep Learnable Layers with Explainable Artificial Intelligence (XAI)
by: Rasel, M. A., et al.
Published: (2025) -
A Tutorial on Explainable Image Classification for Dementia Stages Using Convolutional Neural Network and Gradient-weighted Class Activation Mapping
by: Yuen, Kevin Kam Fung
Published: (2024) -
Methodology for Creating a Clinically Verified Dermoscopic Image Dataset
by: Sergeevna, Kozachok Elena
Published: (2026) -
Proportional Sensitivity in Generative Adversarial Network (GAN)-Augmented Brain Tumor Classification Using Convolutional Neural Network
by: Afif, Mahin Montasir, et al.
Published: (2025)