Image de couverture de livre

Enabling Real-Time Colonoscopic Polyp Segmentation on Commodity CPUs via Ultra-Lightweight Architecture

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Gao, Weihao, Deng, Zhuo, Gong, Zheng, Ma, Lan
Format:	Preprint
Publié:	2026
Sujets:	Computer Vision and Pattern Recognition Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Real-Time Crowd Counting for Embedded Systems with Lightweight Architecture
par: Zhao, Zhiyuan, et autres
Publié: (2025)

A Lightweight and Robust Framework for Real-Time Colorectal Polyp Detection Using LOF-Based Preprocessing and YOLO-v11n
par: Behzadi, Saadat, et autres
Publié: (2025)

EndoSight AI: Deep Learning-Driven Real-Time Gastrointestinal Polyp Detection and Segmentation for Enhanced Endoscopic Diagnostics
par: Cavadia, Daniel
Publié: (2025)

Enhancing Polyp Segmentation via Encoder Attention and Dynamic Kernel Update
par: Chashmi, Fatemeh Salahi, et autres
Publié: (2025)

Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation
par: Kang, Xiaolu, et autres
Publié: (2024)

Synthetic Data-Driven Multi-Architecture Framework for Automated Polyp Segmentation Through Integrated Detection and Mask Generation
par: Peter, Ojonugwa Oluwafemi Ejiga, et autres
Publié: (2025)

Real-Time Fish Detection in Indonesian Marine Ecosystems Using Lightweight YOLOv10-nano Architecture
par: Wuntu, Jonathan, et autres
Publié: (2025)

MARIO: A Mixed Annotation Framework For Polyp Segmentation
par: Li, Haoyang, et autres
Publié: (2025)

Robust Lightweight Crack Classification for Real-Time UAV Bridge Inspection
par: Li, Wei, et autres
Publié: (2026)

PolypSegTrack: Unified Foundation Model for Colonoscopy Video Analysis
par: Choudhuri, Anwesa, et autres
Publié: (2025)

SalM$^{2}$: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention
par: Zhao, Chunyu, et autres
Publié: (2025)

A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection
par: Zhang, Yong, et autres
Publié: (2025)

GRAFNet: Multiscale Retinal Processing via Guided Cortical Attention Feedback for Enhancing Medical Image Polyp Segmentation
par: Fofanah, Abdul Joseph, et autres
Publié: (2026)

LiteFat: Lightweight Spatio-Temporal Graph Learning for Real-Time Driver Fatigue Detection
par: Ren, Jing, et autres
Publié: (2025)

Pose-Based Fall Detection System: Efficient Monitoring on Standard CPUs
par: Mali, Vinayak, et autres
Publié: (2025)

PVTAdpNet: Polyp Segmentation using Pyramid vision transformer with a novel Adapter block
par: Nezhad, Arshia Yousefi, et autres
Publié: (2025)

Hybrid(Transformer+CNN)-based Polyp Segmentation
par: Baduwal, Madan
Publié: (2025)

MicroAUNet: Boundary-Enhanced Multi-scale Fusion with Knowledge Distillation for Colonoscopy Polyp Image Segmentation
par: Wang, Ziyi, et autres
Publié: (2025)

IPv2: An Improved Image Purification Strategy for Real-World Ultra-Low-Dose Lung CT Denoising
par: Gong, Guoliang, et autres
Publié: (2026)

Evaluating Large and Lightweight Vision Models for Irregular Component Segmentation in E-Waste Disassembly
par: Zhang, Xinyao, et autres
Publié: (2026)

Colo-ReID: Discriminative Representation Embedding with Meta-learning for Colonoscopic Polyp Re-Identification
par: Xiang, Suncheng, et autres
Publié: (2023)

X-SAM: From Segment Anything to Any Segmentation
par: Wang, Hao, et autres
Publié: (2025)

Adding Thermal Awareness to Visual Systems in Real-Time via Distilled Diffusion Models
par: Guo, Yuchen, et autres
Publié: (2026)

A Denoising Framework for Real-World Ultra-Low-Dose Lung CT Images Based on an Image Purification Strategy
par: Gong, Guoliang, et autres
Publié: (2025)

On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving
par: Rossolini, Giulio, et autres
Publié: (2022)

DepthPolyp: Pseudo-Depth Guided Lightweight Segmentation for Real-Time Colonoscopy
par: Wu, Zhuoyu, et autres
Publié: (2026)

Mosaic: Multimodal Jailbreak against Closed-Source VLMs via Multi-View Ensemble Optimization
par: Lan, Yuqin, et autres
Publié: (2026)

Nested Unfolding Network for Real-World Concealed Object Segmentation
par: He, Chunming, et autres
Publié: (2025)

A Lightweight Face Quality Assessment Framework to Improve Face Verification Performance in Real-Time Screening Applications
par: Ibrahim, Ahmed Aman, et autres
Publié: (2025)

ECMNet:Lightweight Semantic Segmentation with Efficient CNN-Mamba Network
par: Du, Feixiang, et autres
Publié: (2025)

Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices
par: Borst, Vanessa, et autres
Publié: (2024)

EfficientCrackNet: A Lightweight Model for Crack Segmentation
par: Zim, Abid Hasan, et autres
Publié: (2024)

Distilling Future Temporal Knowledge with Masked Feature Reconstruction for 3D Object Detection
par: Zheng, Haowen, et autres
Publié: (2025)

A Lightweight Library for Energy-Based Joint-Embedding Predictive Architectures
par: Terver, Basile, et autres
Publié: (2026)

Polyp detection in colonoscopy images using YOLOv11
par: Sahoo, Alok Ranjan, et autres
Publié: (2025)

Curriculum Multi-Task Self-Supervision Improves Lightweight Architectures for Onboard Satellite Hyperspectral Image Segmentation
par: Carlesso, Hugo, et autres
Publié: (2025)

Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation
par: Tong, Jintao, et autres
Publié: (2024)

MedLiteNet: Lightweight Hybrid Medical Image Segmentation Model
par: Yu, Pengyang, et autres
Publié: (2025)

VLA-LPAF: Lightweight Perspective-Adaptive Fusion for Vision-Language-Action to Enable More Unconstrained Robotic Manipulation
par: Bian, Jinyue, et autres
Publié: (2025)

FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention
par: Zeng, Jun, et autres
Publié: (2025)