Cover Image

A Lightweight and Robust Framework for Real-Time Colorectal Polyp Detection Using LOF-Based Preprocessing and YOLO-v11n

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Behzadi, Saadat, Sharifrazi, Danial, Mesbahzadeh, Bita, Joloudari, Javad Hassannataj, Alizadehsani, Roohallah
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

No-Reference Image Contrast Assessment with Customized EfficientNet-B0
by: Joloudari, Javad Hassannataj, et al.
Published: (2025)

Brain Ageing Prediction using Isolation Forest Technique and Residual Neural Network (ResNet)
by: Behzadi, Saadat, et al.
Published: (2024)

Functional Classification of Spiking Signal Data Using Artificial Intelligence Techniques: A Review
by: Sharifrazi, Danial, et al.
Published: (2024)

Complex Emotion Recognition System using basic emotions via Facial Expression, EEG, and ECG Signals: a review
by: Joloudari, Javad Hassannataj, et al.
Published: (2024)

Malicious URL Detection using optimized Hist Gradient Boosting Classifier based on grid search method
by: Maftoun, Mohammad, et al.
Published: (2024)

SSI-GAN: Semi-Supervised Swin-Inspired Generative Adversarial Networks for Neuronal Spike Classification
by: Sharifrazi, Danial, et al.
Published: (2026)

Rewiring Human Brain Networks via Lightweight Dynamic Connectivity Framework: An EEG-Based Stress Validation
by: Acharya, Sayantan, et al.
Published: (2025)

Enhancing Multiagent Genetic Network Programming Performance Using Search Space Reduction
by: Kohan, Ali, et al.
Published: (2024)

Exploring the Relationships Between Physiological Signals During Automated Fatigue Detection
by: Kakhi, Kourosh, et al.
Published: (2025)

Designing Interpretable ML System to Enhance Trust in Healthcare: A Systematic Review to Proposed Responsible Clinician-AI-Collaboration Framework
by: Nasarian, Elham, et al.
Published: (2023)

UCTECG-Net: Uncertainty-aware Convolution Transformer ECG Network for Arrhythmia Detection
by: Asgharnezhad, Hamzeh, et al.
Published: (2026)

Lightweight Cluster-Based Federated Learning for Intrusion Detection in Heterogeneous IoT Networks
by: Izadi, Saadat, et al.
Published: (2026)

Enhancing Monte Carlo Dropout Performance for Uncertainty Quantification
by: Asgharnezhad, Hamzeh, et al.
Published: (2025)

A Quad-Step Approach to Uncertainty-Aware Deep Learning for Skin Cancer Classification
by: Asgharnezhad, Hamzeh, et al.
Published: (2025)

Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection
by: Mansoori, Mobina, et al.
Published: (2024)

DepthPolyp: Pseudo-Depth Guided Lightweight Segmentation for Real-Time Colonoscopy
by: Wu, Zhuoyu, et al.
Published: (2026)

Lightweight Multi-Frame Integration for Robust YOLO Object Detection in Videos
by: Quan, Yitong, et al.
Published: (2025)

YOLO11-CR: a Lightweight Convolution-and-Attention Framework for Accurate Fatigue Driving Detection
by: Jin, Zhebin, et al.
Published: (2025)

Automated Detection of Non‐Alcoholic Fatty Liver Disease Using Histopathological Images: A Systematic Review
by: Hamed Zamanian, et al.
Published: (2025)

YOLO-ROC: A High-Precision and Ultra-Lightweight Model for Real-Time Road Damage Detection
by: Lin, Zicheng, et al.
Published: (2025)

Scalable Expressiveness through Preprocessed Graph Perturbations
by: Saber, Danial, et al.
Published: (2024)

YOLO-LAN: Precise Polyp Detection via Optimized Loss, Augmentations and Negatives
by: Gupta, Siddharth, et al.
Published: (2025)

Fatigue Monitoring Using Wearables and AI: Trends, Challenges, and Future Opportunities
by: Kakhi, Kourosh, et al.
Published: (2024)

Application of Explainable Artificial Intelligence (XAI) Techniques in Patients With Intracranial Hemorrhage: A Systematic Review
by: Ali Kohan, et al.
Published: (2025)

Addressing Label Noise in Colorectal Cancer Classification Using Cross‐Entropy Loss and pLOF Methods With Stacking‐Ensemble Technique
by: Ishrat Zahan Tani, et al.
Published: (2025)

MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features
by: Li, Huayu, et al.
Published: (2023)

Enabling Real-Time Colonoscopic Polyp Segmentation on Commodity CPUs via Ultra-Lightweight Architecture
by: Gao, Weihao, et al.
Published: (2026)

YOLO-World: Real-Time Open-Vocabulary Object Detection
by: Cheng, Tianheng, et al.
Published: (2024)

YOLO-IOD: Towards Real Time Incremental Object Detection
by: Zhang, Shizhou, et al.
Published: (2025)

SBP-YOLO:A Lightweight Real-Time Model for Detecting Speed Bumps and Potholes toward Intelligent Vehicle Suspension Systems
by: Liang, Chuanqi, et al.
Published: (2025)

YOLO26: An Analysis of NMS-Free End to End Framework for Real-Time Object Detection
by: Chakrabarty, Sudip
Published: (2026)

YOLO-Former: YOLO Shakes Hand With ViT
by: Khoramdel, Javad, et al.
Published: (2024)

LW-DETR: A Transformer Replacement to YOLO for Real-Time Detection
by: Chen, Qiang, et al.
Published: (2024)

FBRT-YOLO: Faster and Better for Real-Time Aerial Image Detection
by: Xiao, Yao, et al.
Published: (2025)

Real-Time Object Detection and Classification using YOLO for Edge FPGAs
by: Amin, Rashed Al, et al.
Published: (2025)

A Single Detect Focused YOLO Framework for Robust Mitotic Figure Detection
by: Topuz, Yasemin, et al.
Published: (2025)

Colorectal Polyps Shape Classification Based On CNN Models
by: Alawnah, Al-mo'men bellah
Published: (2025)

ODverse33: Is the New YOLO Version Always Better? A Multi Domain benchmark from YOLO v5 to v11
by: Jiang, Tianyou, et al.
Published: (2025)

Cycle-YOLO: A Efficient and Robust Framework for Pavement Damage Detection
by: Li, Zhengji, et al.
Published: (2024)

Real-Time On-the-Go Annotation Framework Using YOLO for Automated Dataset Generation
by: Salem, Mohamed Abdallah, et al.
Published: (2025)