Cover Image

FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zeng, Jun, Santosh, KC, Nayak, Deepak Rajan, de Lange, Thomas, Varkey, Jonas, Berzin, Tyler, Jha, Debesh
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

Frequency-Based Federated Domain Generalization for Polyp Segmentation
by: Pan, Hongyi, et al.
Published: (2024)

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

Diverse Image Generation with Diffusion Models and Cross Class Label Learning for Polyp Classification
by: Sharma, Vanshali, et al.
Published: (2025)

MLRU++: Multiscale Lightweight Residual UNETR++ with Attention for Efficient 3D Medical Image Segmentation
by: Yadav, Nand Kumar, et al.
Published: (2025)

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

RTA-Former: Reverse Transformer Attention for Polyp Segmentation
by: Li, Zhikai, et al.
Published: (2024)

Hybridization of Attention UNet with Repeated Atrous Spatial Pyramid Pooling for Improved Brain Tumour Segmentation
by: Chowdhury, Satyaki Roy, 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)

A Reverse Mamba Attention Network for Pathological Liver Segmentation
by: Zeng, Jun, et al.
Published: (2025)

Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation
by: Gorade, Vandan, et al.
Published: (2024)

Classification of Endoscopy and Video Capsule Images using CNN-Transformer Model
by: Subedi, Aliza, et al.
Published: (2024)

DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps
by: Manan, Malik Abdul, et al.
Published: (2024)

Hybrid(Transformer+CNN)-based Polyp Segmentation
by: Baduwal, Madan
Published: (2025)

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

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

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

KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation
by: Trinh, Quoc-Huy, et al.
Published: (2023)

Global and Local Attention-Based Transformer for Hyperspectral Image Change Detection
by: Wang, Ziyi, et al.
Published: (2024)

MugenNet: A Novel Combined Convolution Neural Network and Transformer Network with its Application for Colonic Polyp Image Segmentation
by: Peng, Chen, et al.
Published: (2024)

PAM-UNet: Shifting Attention on Region of Interest in Medical Images
by: Das, Abhijit, et al.
Published: (2024)

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

TransLK-Net: Entangling Transformer and Large Kernel for Progressive and Collaborative Feature Encoding and Decoding in Medical Image Segmentation
by: Yang, Jin, et al.
Published: (2025)

DFPF-Net: Dynamically Focused Progressive Fusion Network for Remote Sensing Change Detection
by: Wang, Chengming, et al.
Published: (2026)

Expert-Guided Explainable Few-Shot Learning for Medical Image Diagnosis
by: Uddin, Ifrat Ikhtear, et al.
Published: (2025)

Expert-Guided Explainable Few-Shot Learning with Active Sample Selection for Medical Image Analysis
by: Wang, Longwei, et al.
Published: (2026)

TAFM-Net: A Novel Approach to Skin Lesion Segmentation Using Transformer Attention and Focal Modulation
by: Khan, Tariq M, et al.
Published: (2024)

FEFormer: Frequency-enhanced Vision Transformer for Generic Knowledge Extraction and Adaptive Feature Fusion in Volumetric Medical Image Segmentation
by: Yang, Jin, et al.
Published: (2026)

CT Liver Segmentation via PVT-based Encoding and Refined Decoding
by: Jha, Debesh, et al.
Published: (2024)

DermETAS-SNA LLM: A Dermatology Focused Evolutionary Transformer Architecture Search with StackNet Augmented LLM Assistant
by: Oruganty, Nitya Phani Santosh, et al.
Published: (2025)

CRIS: Collaborative Refinement Integrated with Segmentation for Polyp Segmentation
by: Arudkar, Ankush Gajanan, et al.
Published: (2024)

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

EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified Decoder
by: Vezakis, Ioannis A., et al.
Published: (2024)

SPASHT: An image-enhancement method for sparse-view MPI SPECT
by: Yang, Zezhang, et al.
Published: (2025)

AI-Assisted Colonoscopy: Polyp Detection and Segmentation using Foundation Models
by: Delaquintana-Aramendi, Uxue, et al.
Published: (2025)

TRUST -- Transformer-Driven U-Net for Sparse Target Recovery
by: An, Di, et al.
Published: (2025)

CATFA-Net: A Trans-Convolutional Approach for Accurate Medical Image Segmentation
by: Mallick, Siddhartha, et al.
Published: (2026)

MBA-Net: SAM-driven Bidirectional Aggregation Network for Ovarian Tumor Segmentation
by: Gao, Yifan, et al.
Published: (2024)

TransUNet-GradCAM: A Hybrid Transformer-U-Net with Self-Attention and Explainable Visualizations for Foot Ulcer Segmentation
by: Asare, Akwasi, et al.
Published: (2025)

ELFATT: Efficient Linear Fast Attention for Vision Transformers
by: Wu, Chong, et al.
Published: (2025)

Transformer-Enhanced Iterative Feedback Mechanism for Polyp Segmentation
by: Tomar, Nikhil Kumar, et al.
Published: (2024)