Efficient Leaf Disease Classification and Segmentation using Midpoint Normalization Technique and Attention Mechanism
Fuente:
arXiv
Saved in:
| Main Authors: | Taufik, Enam Ahmed, Parsa, Antara Firoz, Mostafa, Seraj Al Mahmud |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Visual Bias and Interpretability in Deep Learning for Dermatological Image Analysis
by: Taufik, Enam Ahmed, et al.
Published: (2025)
by: Taufik, Enam Ahmed, et al.
Published: (2025)
Brain Tumor Classification using Vision Transformer with Selective Cross-Attention Mechanism and Feature Calibration
by: Khaniki, Mohammad Ali Labbaf, et al.
Published: (2024)
by: Khaniki, Mohammad Ali Labbaf, et al.
Published: (2024)
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset
by: Elmanna, Mohamed, et al.
Published: (2024)
by: Elmanna, Mohamed, et al.
Published: (2024)
Classification of Gleason Grading in Prostate Cancer Histopathology Images Using Deep Learning Techniques: YOLO, Vision Transformers, and Vision Mamba
by: Malekmohammadi, Amin, et al.
Published: (2024)
by: Malekmohammadi, Amin, et al.
Published: (2024)
Attention-based Efficient Classification for 3D MRI Image of Alzheimer's Disease
by: Lin, Yihao, et al.
Published: (2024)
by: Lin, Yihao, et al.
Published: (2024)
EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis
by: Chen, Jiayan, et al.
Published: (2025)
by: Chen, Jiayan, et al.
Published: (2025)
Hierarchical Sparse Attention Framework for Computationally Efficient Classification of Biological Cells
by: Yoshai, Elad, et al.
Published: (2025)
by: Yoshai, Elad, et al.
Published: (2025)
Enhancing Generalized Fetal Brain MRI Segmentation using A Cascade Network with Depth-wise Separable Convolution and Attention Mechanism
by: Cai, Zhigao, et al.
Published: (2024)
by: Cai, Zhigao, et al.
Published: (2024)
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation
by: Rahman, Md Mostafijur, et al.
Published: (2024)
by: Rahman, Md Mostafijur, et al.
Published: (2024)
Stroke Lesion Segmentation using Multi-Stage Cross-Scale Attention
by: Shang, Liang, et al.
Published: (2025)
by: Shang, Liang, et al.
Published: (2025)
DoSReMC: Domain Shift Resilient Mammography Classification using Batch Normalization Adaptation
by: Akyüz, Uğurcan, et al.
Published: (2025)
by: Akyüz, Uğurcan, et al.
Published: (2025)
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging
by: Bougourzi, Fares, et al.
Published: (2024)
by: Bougourzi, Fares, et al.
Published: (2024)
From Attention to Frequency: Integration of Vision Transformer and FFT-ReLU for Enhanced Image Deblurring
by: Mahmud, Syed Mumtahin, et al.
Published: (2025)
by: Mahmud, Syed Mumtahin, et al.
Published: (2025)
Automated Disease Diagnosis in Pumpkin Plants Using Advanced CNN Models
by: Khaldi, Aymane, et al.
Published: (2024)
by: Khaldi, Aymane, et al.
Published: (2024)
Deep Learning for Lung Disease Classification Using Transfer Learning and a Customized CNN Architecture with Attention
by: Liu, Xiaoyi, et al.
Published: (2024)
by: Liu, Xiaoyi, et al.
Published: (2024)
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)
Rethinking the Nested U-Net Approach: Enhancing Biomarker Segmentation with Attention Mechanisms and Multiscale Feature Fusion
by: Wazir, Saad, et al.
Published: (2025)
by: Wazir, Saad, et al.
Published: (2025)
Large Kernel MedNeXt for Breast Tumor Segmentation and Self-Normalizing Network for pCR Classification in Magnetic Resonance Images
by: Musah, Toufiq
Published: (2025)
by: Musah, Toufiq
Published: (2025)
VIS-MAE: An Efficient Self-supervised Learning Approach on Medical Image Segmentation and Classification
by: Liu, Zelong, et al.
Published: (2024)
by: Liu, Zelong, et al.
Published: (2024)
MLRU++: Multiscale Lightweight Residual UNETR++ with Attention for Efficient 3D Medical Image Segmentation
by: Yadav, Nand Kumar, et al.
Published: (2025)
by: Yadav, Nand Kumar, et al.
Published: (2025)
Pubic Symphysis-Fetal Head Segmentation Network Using BiFormer Attention Mechanism and Multipath Dilated Convolution
by: Cai, Pengzhou, et al.
Published: (2024)
by: Cai, Pengzhou, et al.
Published: (2024)
A lightweight Convolutional Neural Network based on U shape structure and Attention Mechanism for Anterior Mediastinum Segmentation
by: Soleimani-Fard, Sina, et al.
Published: (2024)
by: Soleimani-Fard, Sina, et al.
Published: (2024)
Deep Learning for Automated Wound Classification And Segmentation
by: Jahangir, Md. Zihad Bin, et al.
Published: (2024)
by: Jahangir, Md. Zihad Bin, et al.
Published: (2024)
Chronic Obstructive Pulmonary Disease Prediction Using Deep Convolutional Network
by: Alve, Shahran Rahman, et al.
Published: (2024)
by: Alve, Shahran Rahman, et al.
Published: (2024)
AnoMalNet: Outlier Detection based Malaria Cell Image Classification Method Leveraging Deep Autoencoder
by: Huq, Aminul, et al.
Published: (2023)
by: Huq, Aminul, et al.
Published: (2023)
Enhanced Tuberculosis Bacilli Detection using Attention-Residual U-Net and Ensemble Classification
by: K, Greeshma, et al.
Published: (2025)
by: K, Greeshma, et al.
Published: (2025)
MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation
by: Jiang, Yufeng, et al.
Published: (2024)
by: Jiang, Yufeng, et al.
Published: (2024)
Deformation-Aware Segmentation Network Robust to Motion Artifacts for Brain Tissue Segmentation using Disentanglement Learning
by: Jung, Sunyoung, et al.
Published: (2024)
by: Jung, Sunyoung, et al.
Published: (2024)
EMedNeXt: An Enhanced Brain Tumor Segmentation Framework for Sub-Saharan Africa using MedNeXt V2 with Deep Supervision
by: Jaheen, Ahmed, et al.
Published: (2025)
by: Jaheen, Ahmed, et al.
Published: (2025)
A Study of Data Augmentation Techniques to Overcome Data Scarcity in Wound Classification using Deep Learning
by: Narayanan, Harini, et al.
Published: (2024)
by: Narayanan, Harini, et al.
Published: (2024)
Deep Learning Approach for Enhancing Oral Squamous Cell Carcinoma with LIME Explainable AI Technique
by: Islam, Samiha, et al.
Published: (2024)
by: Islam, Samiha, et al.
Published: (2024)
Leveraging Latents for Efficient Thermography Classification and Segmentation
by: Shor, Tamir, et al.
Published: (2024)
by: Shor, Tamir, et al.
Published: (2024)
HCMA-UNet: A Hybrid CNN-Mamba UNet with Axial Self-Attention for Efficient Breast Cancer Segmentation
by: Li, Haoxuan, et al.
Published: (2025)
by: Li, Haoxuan, et al.
Published: (2025)
Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-Local Attention for Superior Receptive Fields
by: Hu, Jintong, et al.
Published: (2024)
by: Hu, Jintong, et al.
Published: (2024)
Prompt2SegCXR:Prompt to Segment All Organs and Diseases in Chest X-rays
by: Zami, Abduz, et al.
Published: (2025)
by: Zami, Abduz, et al.
Published: (2025)
EUIS-Net: A Convolutional Neural Network for Efficient Ultrasound Image Segmentation
by: Iqbal, Shahzaib, et al.
Published: (2024)
by: Iqbal, Shahzaib, et al.
Published: (2024)
A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis
by: Cheng, Wangang, et al.
Published: (2024)
by: Cheng, Wangang, et al.
Published: (2024)
Assessing the Efficacy of Classical and Deep Neuroimaging Biomarkers in Early Alzheimer's Disease Diagnosis
by: Nielsen, Milla E., et al.
Published: (2024)
by: Nielsen, Milla E., et al.
Published: (2024)
MSRANetV2: An Explainable Deep Learning Architecture for Multi-class Classification of Colorectal Histopathological Images
by: Sarkar, Ovi, et al.
Published: (2025)
by: Sarkar, Ovi, et al.
Published: (2025)
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)
Similar Items
-
Visual Bias and Interpretability in Deep Learning for Dermatological Image Analysis
by: Taufik, Enam Ahmed, et al.
Published: (2025) -
Brain Tumor Classification using Vision Transformer with Selective Cross-Attention Mechanism and Feature Calibration
by: Khaniki, Mohammad Ali Labbaf, et al.
Published: (2024) -
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset
by: Elmanna, Mohamed, et al.
Published: (2024) -
Classification of Gleason Grading in Prostate Cancer Histopathology Images Using Deep Learning Techniques: YOLO, Vision Transformers, and Vision Mamba
by: Malekmohammadi, Amin, et al.
Published: (2024) -
Attention-based Efficient Classification for 3D MRI Image of Alzheimer's Disease
by: Lin, Yihao, et al.
Published: (2024)