Cover Image

FwNet-ECA: A Classification Model Enhancing Window Attention with Global Receptive Fields via Fourier Filtering Operations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mian, Shengtian, Wang, Ya, Gu, Nannan, Wang, Yuping, Li, Xiaoqing
Format:	Preprint
Published:	2025
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

Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification
by: Wu, Xiao, et al.
Published: (2025)

Efficiently Expanding Receptive Fields: Local Split Attention and Parallel Aggregation for Enhanced Large-scale Point Cloud Semantic Segmentation
by: Wang, Haodong, et al.
Published: (2024)

UniConvNet: Expanding Effective Receptive Field while Maintaining Asymptotically Gaussian Distribution for ConvNets of Any Scale
by: Wang, Yuhao, et al.
Published: (2025)

GLGait: A Global-Local Temporal Receptive Field Network for Gait Recognition in the Wild
by: Peng, Guozhen, et al.
Published: (2024)

RFAConv: Receptive-Field Attention Convolution for Improving Convolutional Neural Networks
by: Zhang, Xin, et al.
Published: (2023)

Windowed-FourierMixer: Enhancing Clutter-Free Room Modeling with Fourier Transform
by: Henriques, Bruno, et al.
Published: (2024)

ReGLA: Efficient Receptive-Field Modeling with Gated Linear Attention Network
by: Li, Junzhou, et al.
Published: (2026)

3D Wavelet Convolutions with Extended Receptive Fields for Hyperspectral Image Classification
by: Li, Guandong, et al.
Published: (2025)

UCAN: Unified Convolutional Attention Network for Expansive Receptive Fields in Lightweight Super-Resolution
by: Tan, Cao Thien, et al.
Published: (2026)

DreamSR: Towards Ultra-High-Resolution Image Super-Resolution via a Receptive-Field Enhanced Diffusion Transformer
by: Dong, Qingji, et al.
Published: (2026)

Enhancing DR Classification with Swin Transformer and Shifted Window Attention
by: Boulaabi, Meher, et al.
Published: (2025)

Neural Echos: Depthwise Convolutional Filters Replicate Biological Receptive Fields
by: Babaiee, Zahra, et al.
Published: (2024)

Restricted Receptive Fields for Face Verification
by: Ozturk, Kagan, et al.
Published: (2025)

Wavelet Convolutions for Large Receptive Fields
by: Finder, Shahaf E., et al.
Published: (2024)

GS-Net: Global Self-Attention Guided CNN for Multi-Stage Glaucoma Classification
by: Das, Dipankar, et al.
Published: (2024)

ARFA: An Asymmetric Receptive Field Autoencoder Model for Spatiotemporal Prediction
by: Zhang, Wenxuan, et al.
Published: (2023)

Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-Local Attention for Superior Receptive Fields
by: Hu, Jintong, et al.
Published: (2024)

From Local Windows to Adaptive Candidates via Individualized Exploratory: Rethinking Attention for Image Super-Resolution
by: Meng, Chunyu, et al.
Published: (2026)

CoSwin: Convolution Enhanced Hierarchical Shifted Window Attention For Small-Scale Vision
by: Khadka, Puskal, et al.
Published: (2025)

Lightweight Vision Transformer with Window and Spatial Attention for Food Image Classification
by: Gao, Xinle, et al.
Published: (2025)

Efficient Single Image Super-Resolution with Entropy Attention and Receptive Field Augmentation
by: Zhao, Xiaole, et al.
Published: (2024)

Generative Fields: Uncovering Hierarchical Feature Control for StyleGAN via Inverted Receptive Fields
by: He, Zhuo, et al.
Published: (2025)

CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters
by: Yinglong, Wang, et al.
Published: (2024)

MCU-Net: A Multi-prior Collaborative Deep Unfolding Network with Gates-controlled Spatial Attention for Accelerated MR Image Reconstruction
by: Qiao, Xiaoyu, et al.
Published: (2024)

Fast and Accurate Object Detection on Asymmetrical Receptive Field
by: Lin, Tianhao
Published: (2023)

HyFusion: Enhanced Reception Field Transformer for Hyperspectral Image Fusion
by: Lee, Chia-Ming, et al.
Published: (2025)

MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary Nodule
by: Cai, Guohui, et al.
Published: (2024)

EnergyFormer: Energy Attention with Fourier Embedding for Hyperspectral Image Classification
by: Sohail, Saad, et al.
Published: (2025)

Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image Segmentation
by: Loos, Vincent, et al.
Published: (2024)

AFIDAF: Alternating Fourier and Image Domain Adaptive Filters as an Efficient Alternative to Attention in ViTs
by: Zheng, Yunling, et al.
Published: (2024)

Shifted Window Fourier Transform And Retention For Image Captioning
by: Hu, Jia Cheng, et al.
Published: (2024)

Enhancing Learned Image Compression via Cross Window-based Attention
by: Mudgal, Priyanka, et al.
Published: (2024)

FCN+: Global Receptive Convolution Makes FCN Great Again
by: Ren, Xiaoyu, et al.
Published: (2023)

EraW-Net: Enhance-Refine-Align W-Net for Scene-Associated Driver Attention Estimation
by: Zhou, Jun, et al.
Published: (2024)

Anisotropic Diffusion Probabilistic Model for Imbalanced Image Classification
by: Kong, Jingyu, et al.
Published: (2024)

An Efficient Aerial Image Detection with Variable Receptive Fields
by: Wenbin, Liu
Published: (2025)

3D Fourier-based Global Feature Extraction for Hyperspectral Image Classification
by: Ahmad, Muhammad
Published: (2026)

Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering
by: Sobol, Ido, et al.
Published: (2024)

Enhanced Tuberculosis Bacilli Detection using Attention-Residual U-Net and Ensemble Classification
by: K, Greeshma, et al.
Published: (2025)

Multimodal Fusion SLAM with Fourier Attention
by: Zhou, Youjie, et al.
Published: (2025)