Leveraging Pre-trained CNNs for Efficient Feature Extraction in Rice Leaf Disease Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Sobuj, Md. Shohanur Islam, Hossen, Md. Imran, Mahmud, Md. Foysal, Khan, Mahbub Ul Islam |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Rice Leaf Disease Detection: A Comparative Study Between CNN, Transformer and Non-neural Network Architectures
by: Mehnaz, Samia, et al.
Published: (2025)
by: Mehnaz, Samia, et al.
Published: (2025)
Mam-App: A Novel Parameter-Efficient Mamba Model for Apple Leaf Disease Classification
by: Mahamood, Md Nadim, et al.
Published: (2026)
by: Mahamood, Md Nadim, et al.
Published: (2026)
Reliable Deep Learning for Small-Scale Classifications: Experiments on Real-World Image Datasets from Bangladesh
by: Suny, Alfe, et al.
Published: (2026)
by: Suny, Alfe, et al.
Published: (2026)
PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models
by: Prottasha, Nusrat Jahan, et al.
Published: (2025)
by: Prottasha, Nusrat Jahan, et al.
Published: (2025)
ALIVE: An Avatar-Lecture Interactive Video Engine with Content-Aware Retrieval for Real-Time Interaction
by: Islam, Md Zabirul, et al.
Published: (2025)
by: Islam, Md Zabirul, et al.
Published: (2025)
SlideChain: Semantic Provenance for Lecture Understanding via Blockchain Registration
by: Manik, Md Motaleb Hossen, et al.
Published: (2025)
by: Manik, Md Motaleb Hossen, et al.
Published: (2025)
Involution-Infused DenseNet with Two-Step Compression for Resource-Efficient Plant Disease Classification
by: Ahmed, T., et al.
Published: (2025)
by: Ahmed, T., et al.
Published: (2025)
BanglaMM-Disaster: A Multimodal Transformer-Based Deep Learning Framework for Multiclass Disaster Classification in Bangla
by: Islam, Ariful, et al.
Published: (2025)
by: Islam, Ariful, et al.
Published: (2025)
A Domain-Adapted Lightweight Ensemble for Resource-Efficient Few-Shot Plant Disease Classification
by: Islam, Anika, et al.
Published: (2025)
by: Islam, Anika, et al.
Published: (2025)
Few-Shot Learning Pipeline for Monkeypox Skin Disease Classification Using CNN Feature Extractors
by: Rashid, Md. Safirur, et al.
Published: (2026)
by: Rashid, Md. Safirur, et al.
Published: (2026)
In-Depth Analysis of Automated Acne Disease Recognition and Classification
by: Jeny, Afsana Ahsan, et al.
Published: (2025)
by: Jeny, Afsana Ahsan, et al.
Published: (2025)
PULSAR: Graph based Positive Unlabeled Learning with Multi Stream Adaptive Convolutions for Parkinson's Disease Recognition
by: Alam, Md. Zarif Ul, et al.
Published: (2023)
by: Alam, Md. Zarif Ul, et al.
Published: (2023)
Neural Network-based Study for Rice Leaf Disease Recognition and Classification: A Comparative Analysis Between Feature-based Model and Direct Imaging Model
by: Prity, Farida Siddiqi, et al.
Published: (2025)
by: Prity, Farida Siddiqi, et al.
Published: (2025)
HeBA: Heterogeneous Bottleneck Adapters for Robust Vision-Language Models
by: Islam, Md Jahidul
Published: (2026)
by: Islam, Md Jahidul
Published: (2026)
NeuroAPS-Net: Neuro-Anatomically Aware Point Cloud Representation for Efficient Alzheimer's Disease Classification
by: Islam, Towhidul, et al.
Published: (2026)
by: Islam, Towhidul, et al.
Published: (2026)
DExNet: Combining Observations of Domain Adapted Critics for Leaf Disease Classification with Limited Data
by: Ahmed, Sabbir, et al.
Published: (2025)
by: Ahmed, Sabbir, et al.
Published: (2025)
Plant Leaf Disease Detection and Classification Using Deep Learning: A Review and A Proposed System on Bangladesh's Perspective
by: Chowdhury, Md. Jalal Uddin, et al.
Published: (2025)
by: Chowdhury, Md. Jalal Uddin, et al.
Published: (2025)
ChartZero: Synthetic Priors Enable Zero Shot Chart Data Extraction
by: Islam, Md Touhidul, et al.
Published: (2026)
by: Islam, Md Touhidul, et al.
Published: (2026)
Efficient Feature Extraction and Classification Architecture for MRI-Based Brain Tumor Detection and Localization
by: Paul, Plabon, et al.
Published: (2024)
by: Paul, Plabon, et al.
Published: (2024)
A Fine-Grained Attention and Geometric Correspondence Model for Musculoskeletal Risk Classification in Athletes Using Multimodal Visual and Skeletal Features
by: Rahman, Md. Abdur, et al.
Published: (2025)
by: Rahman, Md. Abdur, et al.
Published: (2025)
Transforming Precision: A Comparative Analysis of Vision Transformers, CNNs, and Traditional ML for Knee Osteoarthritis Severity Diagnosis
by: Apon, Tasnim Sakib, et al.
Published: (2024)
by: Apon, Tasnim Sakib, et al.
Published: (2024)
IKIWISI: An Interactive Visual Pattern Generator for Evaluating the Reliability of Vision-Language Models Without Ground Truth
by: Islam, Md Touhidul, et al.
Published: (2025)
by: Islam, Md Touhidul, et al.
Published: (2025)
CBAM Integrated Attention Driven Model For Betel Leaf Diseases Classification With Explainable AI
by: Tabassum, Sumaiya, et al.
Published: (2025)
by: Tabassum, Sumaiya, et al.
Published: (2025)
Enhancing Wide-Angle Image Using Narrow-Angle View of the Same Scene
by: Safwan, Hussain Md., et al.
Published: (2025)
by: Safwan, Hussain Md., et al.
Published: (2025)
Benchmark Analysis of Various Pre-trained Deep Learning Models on ASSIRA Cats and Dogs Dataset
by: Himel, Galib Muhammad Shahriar, et al.
Published: (2024)
by: Himel, Galib Muhammad Shahriar, et al.
Published: (2024)
An Optimized Ensemble Deep Learning Model For Brain Tumor Classification
by: Talukder, Md. Alamin, et al.
Published: (2023)
by: Talukder, Md. Alamin, et al.
Published: (2023)
Explainable AI-Enhanced Deep Learning for Pumpkin Leaf Disease Detection: A Comparative Analysis of CNN Architectures
by: Khandaker, Md. Arafat Alam, et al.
Published: (2025)
by: Khandaker, Md. Arafat Alam, et al.
Published: (2025)
ReHARK: Refined Hybrid Adaptive RBF Kernels for Robust One-Shot Vision-Language Adaptation
by: Islam, Md Jahidul
Published: (2026)
by: Islam, Md Jahidul
Published: (2026)
Advancing Green AI: Efficient and Accurate Lightweight CNNs for Rice Leaf Disease Identification
by: Saddami, Khairun, et al.
Published: (2024)
by: Saddami, Khairun, et al.
Published: (2024)
Comparative Performance Analysis of Transformer-Based Pre-Trained Models for Detecting Keratoconus Disease
by: Ahmed, Nayeem, et al.
Published: (2024)
by: Ahmed, Nayeem, et al.
Published: (2024)
MedGemma vs GPT-4: Open-Source and Proprietary Zero-shot Medical Disease Classification from Images
by: Prottasha, Md. Sazzadul Islam, et al.
Published: (2025)
by: Prottasha, Md. Sazzadul Islam, et al.
Published: (2025)
Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2
by: Islam, Md. Rakibul, et al.
Published: (2025)
by: Islam, Md. Rakibul, et al.
Published: (2025)
A Lightweight and Explainable DenseNet-121 Framework for Grape Leaf Disease Classification
by: Haque, Md. Ehsanul, et al.
Published: (2026)
by: Haque, Md. Ehsanul, et al.
Published: (2026)
Vision-Based Lane Following and Traffic Sign Recognition for Resource-Constrained Autonomous Vehicles
by: Islam, Md Tanjemul, et al.
Published: (2026)
by: Islam, Md Tanjemul, et al.
Published: (2026)
In-Pixel Foreground and Contrast Enhancement Circuits with Customizable Mapping
by: Udoy, Md Rahatul Islam, et al.
Published: (2024)
by: Udoy, Md Rahatul Islam, et al.
Published: (2024)
Classification of ADHD and Healthy Children Using EEG Based Multi-Band Spatial Features Enhancement
by: Hossain, Md Bayazid, et al.
Published: (2025)
by: Hossain, Md Bayazid, et al.
Published: (2025)
Skin Cancer Images Classification using Transfer Learning Techniques
by: Islam, Md Sirajul, et al.
Published: (2024)
by: Islam, Md Sirajul, et al.
Published: (2024)
Personalized Federated Segmentation with Shared Feature Aggregation and Boundary-Focused Calibration
by: Tashdeed, Ishmam, et al.
Published: (2025)
by: Tashdeed, Ishmam, et al.
Published: (2025)
Aggrotech: Leveraging Deep Learning for Sustainable Tomato Disease Management
by: Hosen, MD Mehraz, et al.
Published: (2025)
by: Hosen, MD Mehraz, et al.
Published: (2025)
Tiny-ViT: A Compact Vision Transformer for Efficient and Explainable Potato Leaf Disease Classification
by: Mia, Shakil, et al.
Published: (2026)
by: Mia, Shakil, et al.
Published: (2026)
Similar Items
-
Rice Leaf Disease Detection: A Comparative Study Between CNN, Transformer and Non-neural Network Architectures
by: Mehnaz, Samia, et al.
Published: (2025) -
Mam-App: A Novel Parameter-Efficient Mamba Model for Apple Leaf Disease Classification
by: Mahamood, Md Nadim, et al.
Published: (2026) -
Reliable Deep Learning for Small-Scale Classifications: Experiments on Real-World Image Datasets from Bangladesh
by: Suny, Alfe, et al.
Published: (2026) -
PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models
by: Prottasha, Nusrat Jahan, et al.
Published: (2025) -
ALIVE: An Avatar-Lecture Interactive Video Engine with Content-Aware Retrieval for Real-Time Interaction
by: Islam, Md Zabirul, et al.
Published: (2025)