CTA-Net: A CNN-Transformer Aggregation Network for Improving Multi-Scale Feature Extraction
Fuente:
arXiv
Saved in:
| Main Authors: | Meng, Chunlei, Yang, Jiacheng, Lin, Wei, Liu, Bowen, Zhang, Hongda, ouyang, chun, Gan, Zhongxue |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation
by: Liu, Bowen, et al.
Published: (2025)
by: Liu, Bowen, et al.
Published: (2025)
UAGLNet: Uncertainty-Aggregated Global-Local Fusion Network with Cooperative CNN-Transformer for Building Extraction
by: Yao, Siyuan, et al.
Published: (2025)
by: Yao, Siyuan, et al.
Published: (2025)
CLCR: Cross-Level Semantic Collaborative Representation for Multimodal Learning
by: Meng, Chunlei, et al.
Published: (2026)
by: Meng, Chunlei, et al.
Published: (2026)
MPCGNet: A Multiscale Feature Extraction and Progressive Feature Aggregation Network Using Coupling Gates for Polyp Segmentation
by: Wang, Wei, et al.
Published: (2025)
by: Wang, Wei, et al.
Published: (2025)
MSF-Net: Multi-Stage Feature Extraction and Fusion for Robust Photometric Stereo
by: Qin, Shiyu, et al.
Published: (2025)
by: Qin, Shiyu, et al.
Published: (2025)
MSCA-Net:Multi-Scale Context Aggregation Network for Infrared Small Target Detection
by: Lu, Xiaojin, et al.
Published: (2025)
by: Lu, Xiaojin, et al.
Published: (2025)
MSLAU-Net: A Hybrid CNN-Transformer Network for Medical Image Segmentation
by: Lan, Libin, et al.
Published: (2025)
by: Lan, Libin, et al.
Published: (2025)
MogaNet: Multi-order Gated Aggregation Network
by: Li, Siyuan, et al.
Published: (2022)
by: Li, Siyuan, et al.
Published: (2022)
AMD-HookNet++: Evolution of AMD-HookNet with Hybrid CNN-Transformer Feature Enhancement for Glacier Calving Front Segmentation
by: Wu, Fei, et al.
Published: (2025)
by: Wu, Fei, et al.
Published: (2025)
Multiscale Low-Frequency Memory Network for Improved Feature Extraction in Convolutional Neural Networks
by: Wu, Fuzhi, et al.
Published: (2024)
by: Wu, Fuzhi, et al.
Published: (2024)
BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation
by: Lan, Libin, et al.
Published: (2024)
by: Lan, Libin, et al.
Published: (2024)
Multi-Scale Transformer Architecture for Accurate Medical Image Classification
by: Hu, Jiacheng, et al.
Published: (2025)
by: Hu, Jiacheng, et al.
Published: (2025)
MSSTNet: A Multi-Scale Spatio-Temporal CNN-Transformer Network for Dynamic Facial Expression Recognition
by: Wang, Linhuang, et al.
Published: (2024)
by: Wang, Linhuang, et al.
Published: (2024)
MHAFF: Multi-Head Attention Feature Fusion of CNN and Transformer for Cattle Identification
by: Dulal, Rabin, et al.
Published: (2025)
by: Dulal, Rabin, et al.
Published: (2025)
InsightSee: Advancing Multi-agent Vision-Language Models for Enhanced Visual Understanding
by: Zhang, Huaxiang, et al.
Published: (2024)
by: Zhang, Huaxiang, et al.
Published: (2024)
SO-DETR: Leveraging Dual-Domain Features and Knowledge Distillation for Small Object Detection
by: Zhang, Huaxiang, et al.
Published: (2025)
by: Zhang, Huaxiang, et al.
Published: (2025)
HyFormer-Net: A Synergistic CNN-Transformer with Interpretable Multi-Scale Fusion for Breast Lesion Segmentation and Classification in Ultrasound Images
by: Rahman, Mohammad Amanour
Published: (2025)
by: Rahman, Mohammad Amanour
Published: (2025)
ScaleFusionNet: Transformer-Guided Multi-Scale Feature Fusion for Skin Lesion Segmentation
by: Qamar, Saqib, et al.
Published: (2025)
by: Qamar, Saqib, et al.
Published: (2025)
Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence
by: Hong, Sunghwan, et al.
Published: (2024)
by: Hong, Sunghwan, et al.
Published: (2024)
CapsoNet: A CNN-Transformer Ensemble for Multi-Class Abnormality Detection in Video Capsule Endoscopy
by: Samal, Arnav, et al.
Published: (2024)
by: Samal, Arnav, et al.
Published: (2024)
Cascaded Multi-Scale Attention for Enhanced Multi-Scale Feature Extraction and Interaction with Low-Resolution Images
by: Lu, Xiangyong, et al.
Published: (2024)
by: Lu, Xiangyong, et al.
Published: (2024)
FS-Net: Full Scale Network and Adaptive Threshold for Improving Extraction of Micro-Retinal Vessel Structures
by: Getahun, Melaku N., et al.
Published: (2023)
by: Getahun, Melaku N., et al.
Published: (2023)
UAV-DETR: Efficient End-to-End Object Detection for Unmanned Aerial Vehicle Imagery
by: Zhang, Huaxiang, et al.
Published: (2025)
by: Zhang, Huaxiang, et al.
Published: (2025)
SMR-Net:Robot Snap Detection Based on Multi-Scale Features and Self-Attention Network
by: Hou, Kuanxu
Published: (2026)
by: Hou, Kuanxu
Published: (2026)
Aggregating Nearest Sharp Features via Hybrid Transformers for Video Deblurring
by: Shang, Wei, et al.
Published: (2023)
by: Shang, Wei, et al.
Published: (2023)
Dual-view Spatio-Temporal Feature Fusion with CNN-Transformer Hybrid Network for Chinese Isolated Sign Language Recognition
by: Jing, Siyuan, et al.
Published: (2025)
by: Jing, Siyuan, et al.
Published: (2025)
Template-Based Feature Aggregation Network for Industrial Anomaly Detection
by: Luo, Wei, et al.
Published: (2026)
by: Luo, Wei, et al.
Published: (2026)
DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature Enhancement
by: Xu, Yimin, et al.
Published: (2025)
by: Xu, Yimin, et al.
Published: (2025)
A Hybrid Multi-Well Hopfield-CNN with Feature Extraction and K-Means for MNIST Classification
by: Farooq, Ahmed
Published: (2025)
by: Farooq, Ahmed
Published: (2025)
LGBP-OrgaNet: Learnable Gaussian Band Pass Fusion of CNN and Transformer Features for Robust Organoid Segmentation and Tracking
by: Zhang, Jing, et al.
Published: (2025)
by: Zhang, Jing, et al.
Published: (2025)
Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector
by: Du, Chen, et al.
Published: (2018)
by: Du, Chen, et al.
Published: (2018)
Efficient Feature Aggregation and Scale-Aware Regression for Monocular 3D Object Detection
by: Wang, Yifan, et al.
Published: (2024)
by: Wang, Yifan, et al.
Published: (2024)
PEVA-Net: Prompt-Enhanced View Aggregation Network for Zero/Few-Shot Multi-View 3D Shape Recognition
by: Lin, Dongyun, et al.
Published: (2024)
by: Lin, Dongyun, et al.
Published: (2024)
Hierarchical Fusion and Joint Aggregation: A Multi-Level Feature Representation Method for AIGC Image Quality Assessment
by: Meng, Linghe, et al.
Published: (2025)
by: Meng, Linghe, et al.
Published: (2025)
OccLLaMA: An Occupancy-Language-Action Generative World Model for Autonomous Driving
by: Wei, Julong, et al.
Published: (2024)
by: Wei, Julong, et al.
Published: (2024)
Collaborative Learning of Local 3D Occupancy Prediction and Versatile Global Occupancy Mapping
by: Yuan, Shanshuai, et al.
Published: (2025)
by: Yuan, Shanshuai, et al.
Published: (2025)
VerteNet -- A Multi-Context Hybrid CNN Transformer for Accurate Vertebral Landmark Localization in Lateral Spine DXA Images
by: Maqsood, Arooba, et al.
Published: (2025)
by: Maqsood, Arooba, et al.
Published: (2025)
Improving Bracket Image Restoration and Enhancement with Flow-guided Alignment and Enhanced Feature Aggregation
by: Lin, Wenjie, et al.
Published: (2024)
by: Lin, Wenjie, et al.
Published: (2024)
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion
by: Liu, Jinyuan, et al.
Published: (2022)
by: Liu, Jinyuan, et al.
Published: (2022)
Image Forgery Localization via Guided Noise and Multi-Scale Feature Aggregation
by: Niu, Yakun, et al.
Published: (2024)
by: Niu, Yakun, et al.
Published: (2024)
Similar Items
-
ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation
by: Liu, Bowen, et al.
Published: (2025) -
UAGLNet: Uncertainty-Aggregated Global-Local Fusion Network with Cooperative CNN-Transformer for Building Extraction
by: Yao, Siyuan, et al.
Published: (2025) -
CLCR: Cross-Level Semantic Collaborative Representation for Multimodal Learning
by: Meng, Chunlei, et al.
Published: (2026) -
MPCGNet: A Multiscale Feature Extraction and Progressive Feature Aggregation Network Using Coupling Gates for Polyp Segmentation
by: Wang, Wei, et al.
Published: (2025) -
MSF-Net: Multi-Stage Feature Extraction and Fusion for Robust Photometric Stereo
by: Qin, Shiyu, et al.
Published: (2025)