Cover Image

Hybrid(Transformer+CNN)-based Polyp Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Baduwal, Madan
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention
by: Zeng, Jun, et al.
Published: (2025)

Channel Boosted CNN-Transformer-based Multi-Level and Multi-Scale Nuclei Segmentation
by: Rauf, Zunaira, et al.
Published: (2024)

Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers
by: Dong, Bo, et al.
Published: (2021)

AResNet-ViT: A Hybrid CNN-Transformer Network for Benign and Malignant Breast Nodule Classification in Ultrasound Images
by: Zhao, Xin, et al.
Published: (2024)

MR2-ByteTrack: CNN and Transformer-based Video Object Detection for AI-augmented Embedded Vision Sensor Nodes
by: Bompani, Luca, et al.
Published: (2026)

MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation
by: Shah, Ovais Iqbal, et al.
Published: (2024)

Attention Xception UNet (AXUNet): A Novel Combination of CNN and Self-Attention for Brain Tumor Segmentation
by: Moodi, Farzan, et al.
Published: (2025)

Deep Learning for Improved Polyp Detection from Synthetic Narrow-Band Imaging
by: Haugland, Mathias Ramm, et al.
Published: (2024)

3DPX: Progressive 2D-to-3D Oral Image Reconstruction with Hybrid MLP-CNN Networks
by: Li, Xiaoshuang, et al.
Published: (2024)

A Novel Feature Map Enhancement Technique Integrating Residual CNN and Transformer for Alzheimer Diseases Diagnosis
by: Khan, Saddam Hussain
Published: (2024)

SRE-CNN: A Spatiotemporal Rotation-Equivariant CNN for Cardiac Cine MR Imaging
by: Zhu, Yuliang, et al.
Published: (2024)

An Enhanced Harmonic Densely Connected Hybrid Transformer Network Architecture for Chronic Wound Segmentation Utilising Multi-Colour Space Tensor Merging
by: Cassidy, Bill, et al.
Published: (2024)

Performance Analysis of Post-Training Quantization for CNN-based Conjunctival Pallor Anemia Detection
by: Romero, Sebastian A. Cruz, et al.
Published: (2025)

A Hybrid Deep Learning CNN Model for Enhanced COVID-19 Detection from Computed Tomography (CT) Scan Images
by: Nettur, Suresh Babu, et al.
Published: (2025)

PolypFlow: Reinforcing Polyp Segmentation with Flow-Driven Dynamics
by: Wang, Pu, et al.
Published: (2025)

Diagnostic Uncertainty in Pneumonia Detection using CNN MobileNetV2 and CNN from Scratch
by: Sudiardjo, Kennard Norbert, et al.
Published: (2025)

Hybrid Attention Network for Accurate Breast Tumor Segmentation in Ultrasound Images
by: Aslam, Muhammad Azeem, et al.
Published: (2025)

AgentPolyp: Accurate Polyp Segmentation via Image Enhancement Agent
by: Wang, Pu, et al.
Published: (2025)

HAAT: Hybrid Attention Aggregation Transformer for Image Super-Resolution
by: Lai, Song-Jiang, et al.
Published: (2024)

Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging
by: Bougourzi, Fares, et al.
Published: (2024)

TransRUPNet for Improved Polyp Segmentation
by: Jha, Debesh, et al.
Published: (2023)

Efficient Automated Diagnosis of Retinopathy of Prematurity by Customize CNN Models
by: Saeedi, Farzan, et al.
Published: (2025)

ASPS: Augmented Segment Anything Model for Polyp Segmentation
by: Li, Huiqian, et al.
Published: (2024)

Confidence-Weighted Semi-Supervised Learning for Skin Lesion Segmentation Using Hybrid CNN-Transformer Networks
by: Qamar, Saqib
Published: (2025)

AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation
by: Lin, Jiacheng, et al.
Published: (2023)

ODFormer: Semantic Fundus Image Segmentation Using Transformer for Optic Nerve Head Detection
by: Wang, Jiayi, et al.
Published: (2024)

Segmentation of Muscularis Propria in Colon Histopathology Images Using Vision Transformers for Hirschsprung's Disease
by: Megahed, Youssef, et al.
Published: (2024)

From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation
by: Kazaj, Pooya Mohammadi, et al.
Published: (2025)

Surg-SegFormer: A Dual Transformer-Based Model for Holistic Surgical Scene Segmentation
by: Ahmed, Fatimaelzahraa, et al.
Published: (2025)

Fast-staged CNN Model for Accurate pulmonary diseases and Lung cancer detection
by: Souid, Abdelbaki, et al.
Published: (2024)

Iterative Event-based Motion Segmentation by Variational Contrast Maximization
by: Yamaki, Ryo, et al.
Published: (2025)

Dual-Encoder Transformer-Based Multimodal Learning for Ischemic Stroke Lesion Segmentation Using Diffusion MRI
by: Usman, Muhammad, et al.
Published: (2025)

MedSR-Impact: Transformer-Based Super-Resolution for Lung CT Segmentation, Radiomics, Classification, and Prognosis
by: Martell, Marc Boubnovski, et al.
Published: (2025)

D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical Images
by: Bougourzi, Fares, et al.
Published: (2024)

Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation
by: Tiwari, Siddharth
Published: (2024)

LoRA-based methods on Unet for transfer learning in Subarachnoid Hematoma Segmentation
by: Minoccheri, Cristian, et al.
Published: (2025)

BetterNet: An Efficient CNN Architecture with Residual Learning and Attention for Precision Polyp Segmentation
by: Singh, Owen, et al.
Published: (2024)

Rethinking Polyp Segmentation from an Out-of-Distribution Perspective
by: Ji, Ge-Peng, et al.
Published: (2023)

Image-based Detection of Segment Misalignment in Multi-mirror Satellites using Transfer Learning
by: Fredieu, C. Tanner, et al.
Published: (2024)

KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation
by: Zhao, Zhihao, et al.
Published: (2024)