Cover Image

Image-Based Classification of Olive Varieties Native to Turkiye Using Multiple Deep Learning Architectures: Analysis of Performance, Complexity, and Generalization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Karatas, Hatice, Atabas, Irfan
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Image-Based Classification of Olive Species Specific to Turkiye with Deep Neural Networks
by: Atabas, Irfan, et al.
Published: (2026)

Deep Learning in Image Classification: Evaluating VGG19's Performance on Complex Visual Data
by: He, Weijie, et al.
Published: (2024)

Advancing Image-Based Grapevine Variety Classification with a New Benchmark and Evaluation of Masked Autoencoders
by: Carneiro, Gabriel A., et al.
Published: (2025)

Digital Image Forgery Detection Using Transfer Learning
by: Buyuk, Fatma Betul, et al.
Published: (2026)

Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification
by: Sun, Susu, et al.
Published: (2025)

Olive Tree Satellite Image Segmentation Based On SAM and Multi-Phase Refinement
by: Jmal, Amir, et al.
Published: (2025)

NativeTok: Native Visual Tokenization for Improved Image Generation
by: Wu, Bin, et al.
Published: (2026)

Learning Complex Non-Rigid Image Edits from Multimodal Conditioning
by: Warner, Nikolai, et al.
Published: (2024)

Performance Analysis of Image Classification on Bangladeshi Datasets
by: Khan, Mohammed Sami, et al.
Published: (2026)

Analysis of 3D Urticaceae Pollen Classification Using Deep Learning Models
by: Konijn, Tijs, et al.
Published: (2025)

Image Classification with Deep Reinforcement Active Learning
by: Jiu, Mingyuan, et al.
Published: (2024)

Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification
by: Liu, Pei, et al.
Published: (2023)

Performance Comparison of Deep Learning Techniques in Naira Classification
by: Tijjani, Ismail Ismail, et al.
Published: (2024)

Remote Sensing Image Classification Using Deep Ensemble Learning
by: Islam, Niful, et al.
Published: (2026)

Fourier Transform Multiple Instance Learning for Whole Slide Image Classification
by: Bilic, Anthony, et al.
Published: (2025)

Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
by: Zhang, Yunlong, et al.
Published: (2023)

Multiple Instance Learning with random sampling for Whole Slide Image Classification
by: Keshvarikhojasteh, H., et al.
Published: (2024)

Clutter Classification Using Deep Learning in Multiple Stages
by: Dempsey, Ryan, et al.
Published: (2024)

Covariance Descriptors Meet General Vision Encoders: Riemannian Deep Learning for Medical Image Classification
by: Mayr, Josef, et al.
Published: (2025)

Recognizing Multiple Ingredients in Food Images Using a Single-Ingredient Classification Model
by: Fu, Kun, et al.
Published: (2024)

PSA-MIL: A Probabilistic Spatial Attention-Based Multiple Instance Learning for Whole Slide Image Classification
by: Peled, Sharon, et al.
Published: (2025)

Rethinking Attention-Based Multiple Instance Learning for Whole-Slide Pathological Image Classification: An Instance Attribute Viewpoint
by: Cai, Linghan, et al.
Published: (2024)

Enhancing Skin Disease Classification Leveraging Transformer-based Deep Learning Architectures and Explainable AI
by: Mohan, Jayanth, et al.
Published: (2024)

Comparative Analysis of Deep Learning Models for Olive Tree Crown and Shadow Segmentation Towards Biovolume Estimation
by: Demissie, Wondimagegn Abebe, et al.
Published: (2025)

Enhancing Orthopox Image Classification Using Hybrid Machine Learning and Deep Learning Models
by: Puente-Castro, Alejandro, et al.
Published: (2025)

Deep Learning in Medical Image Classification from MRI-based Brain Tumor Images
by: Liu, Xiaoyi, et al.
Published: (2024)

Deep Learning-Based Image Recognition for Soft-Shell Shrimp Classification
by: Zhang, Yun-Hao, et al.
Published: (2026)

RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification
by: Chu, Hongbo, et al.
Published: (2024)

Deep Probabilistic Supervision for Image Classification
by: Adelöw, Anton, et al.
Published: (2025)

Deep Learning-Based Age Estimation and Gender Deep Learning-Based Age Estimation and Gender Classification for Targeted Advertisement
by: Zaman, Muhammad Imran, et al.
Published: (2025)

Ocular Disease Classification Using CNN with Deep Convolutional Generative Adversarial Network
by: Kunwar, Arun, et al.
Published: (2025)

Deep Learning for Lung Disease Classification Using Transfer Learning and a Customized CNN Architecture with Attention
by: Liu, Xiaoyi, et al.
Published: (2024)

TopoImages: Incorporating Local Topology Encoding into Deep Learning Models for Medical Image Classification
by: Gu, Pengfei, et al.
Published: (2025)

SAR-Based Marine Oil Spill Detection Using the DeepSegFusion Architecture
by: Yata, Pavan Kumar, et al.
Published: (2026)

BLIP3o-NEXT: Next Frontier of Native Image Generation
by: Chen, Jiuhai, et al.
Published: (2025)

Contrastive Cross-Bag Augmentation for Multiple Instance Learning-based Whole Slide Image Classification
by: Zhang, Bo, et al.
Published: (2025)

AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
by: Zhang, Yunlong, et al.
Published: (2024)

WSD-MIL: Window Scale Decay Multiple Instance Learning for Whole Slide Image Classification
by: Feng, Le, et al.
Published: (2025)

MVNet: Hyperspectral Remote Sensing Image Classification Based on Hybrid Mamba-Transformer Vision Backbone Architecture
by: Li, Guandong, et al.
Published: (2025)

DSVTLA: Deep Swin Vision Transformer-Based Transfer Learning Architecture for Multi-Type Cancer Histopathological Cancer Image Classification
by: Khan, Muazzem Hussain, et al.
Published: (2026)